Xiaoxiang Zhu

Bing Zhang

CoRR, 2023

Self-supervised Domain-agnostic Domain Adaptation for Satellite Images.

[BibT_eX]

[DOI]

Fahong Zhang

CoRR, 2023

Towards Large-scale Building Attribute Mapping using Crowdsourced Images: Scene Text Recognition on Flickr and Problems to be Solved.

[BibT_eX]

[DOI]

CoRR, 2023

DeCUR: decoupling common & unique representations for multimodal self-supervision.

[BibT_eX]

[DOI]

Conrad M. Albrecht

Chenying Liu

Zhitong Xiong

CoRR, 2023

PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2023

Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment.

[BibT_eX]

[DOI]

Shivam Pande

Jorge-Arnulfo Quiané-Ruiz

CoRR, 2023

GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data.

[BibT_eX]

[DOI]

CoRR, 2023

Artificial intelligence to advance Earth observation: a perspective.

[BibT_eX]

[DOI]

Mrinalini Kochupillai

Volker Markl

Bertrand Le Saux

Rochelle Schneider

CoRR, 2023

Vision-Language Models in Remote Sensing: Current Progress and Future Trends.

[BibT_eX]

[DOI]

CoRR, 2023

High Quality Large-Scale 3-D Urban Mapping with Multi-Master TomoSAR.

[BibT_eX]

[DOI]

CoRR, 2023

Building Footprint Extraction with Graph Convolutional Network.

[BibT_eX]

[DOI]

Qinyu Li

CoRR, 2023

The Politics of Language Choice: How the Russian-Ukrainian War Influences Ukrainians' Language Use on Twitter.

[BibT_eX]

[DOI]

CoRR, 2023

MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer.

[BibT_eX]

[DOI]

CoRR, 2023

High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark.

[BibT_eX]

[DOI]

CoRR, 2023

An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2023

We Won't Get Fooled Again: When Performance Metric Malfunction Affects the Landscape of Hyperparameter Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Optimization and Learning - 6th International Conference, 2023

MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GEO-Bench: Toward Foundation Models for Earth Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2023

Spatial-Temporal Analysis of Urban Green Space and the Impact on Land Surface Temperature of Beijing, China.

[BibT_eX]

[DOI]

Yue Zeng

Jianhua Guo

Proceedings of the Joint Urban Remote Sensing Event, 2023

Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2023

UCDFormer: Unsupervised Change Detection Using Real-time Transformers.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2023

Towards Impactful Applications of AI4EO in the Global South.

[BibT_eX]

[DOI]

Isabelle Tingzon

James Matthew Miraflor

Mrinalini Kochupillai

Proceedings of the Joint Urban Remote Sensing Event, 2023

Detecting challenging urban environments using a few-shot meta-learning approach.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2023

Semi-supervised segmentation of individual buildings from SAR imagery.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2023

Urban Land Cover Classification from Sentinel-2 Images with Quantum-Classical Network.

[BibT_eX]

[DOI]

Fan Fan

Proceedings of the Joint Urban Remote Sensing Event, 2023

Long-tailed Regression with Ensembles for Monocular Height Estimation from Single Remote Sensing Images.

[BibT_eX]

[DOI]

Sining Chen

Proceedings of the Joint Urban Remote Sensing Event, 2023

Function Assignment of Plastics based on Hyperspectral Satellite Images and High-Resolution Data Using Deep Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Exploring Geometric Deep Learning for Precipitation Nowcasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

DDM-Former: Global Ocean Wind Speed Retrieval with Transformer Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Seq2seq-Based Forest Height Estimation for Zero-Baseline Repeat-Pass Polinsar Data.

[BibT_eX]

[DOI]

Qi Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

The Spatial-Temporal Role of Urban Green Space in Mitigating Land Surface Temperature in Chinese Megacities.

[BibT_eX]

[DOI]

Yue Zeng

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Overcoming Language Bias in Remote Sensing Visual Question Answering Via Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

DisasterNets: Embedding Machine Learning in Disaster Mapping.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Modal Multi-Task Learning for Semantic Segmentation of Land Cover Under Cloudy Conditions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

RSSOD-Bench: a Large-Scale Benchmark Dataset for Salient Object Detection in Optical Remote Sensing Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Towards a Benchmark EO Semantic Segmentation Dataset for Uncertainty Quantification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Dataset for Individual Tree Delineation from 3D Point Cloud data.

[BibT_eX]

[DOI]

Qian Song

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

3d Point Cloud Simulation for Above-Ground Forest Biomass Estimation.

[BibT_eX]

[DOI]

Qian Song

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View AssignmentCRediT.

[BibT_eX]

[DOI]

Shivam Pande

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

High Spatial Resolution for Crop Yield Prediction in Large Farming Systems: A Necessity or Additional Overhead.

[BibT_eX]

[DOI]

Stella Ofori-Ampofo

Ridvan Salih Kuzu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Roof Superstructure Detection from Aerial Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Exploring Distance-Aware Uncertainty Quantification for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Christoph Koller

Peter Jung

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Analysis of the Gap Between Hybrid and Real Data for Volcanic Deformation Detection.

[BibT_eX]

[DOI]

Teo Beker

Qian Song

Corneliu Octavian Dumitru

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management.

[BibT_eX]

[DOI]

Shaojia Ge

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series.

[BibT_eX]

[DOI]

Vivien Sainte Fare Garnot

Jan Dirk Wegner

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

SAR4LCZ-Net: A Complex-Valued Convolutional Neural Network for Local Climate Zones Classification Using Gaofen-3 Quad-Pol SAR Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Change Detection Meets Visual Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

From Easy to Hard: Learning Language-Guided Curriculum for Visual Question Answering on Remote Sensing Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

CG-Net: Conditional GIS-Aware Network for Individual Building Segmentation in VHR SAR Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Learning to Generate SAR Images With Adversarial Autoencoder.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Single-Scene Semantic Segmentation for Earth Observation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Self-Supervised Multisensor Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-Resolving SAR Tomography.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Extracting Glacier Calving Fronts by Deep Learning: The Benefit of Multispectral, Topographic, and Textural Input Features.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Lightweight Deep Learning-Based Cloud Detection Method for Sentinel-2A Imagery Fusing Multiscale Spectral and Spatial Features.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Semi-Supervised Building Footprint Generation With Feature and Output Consistency Training.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Anomaly Detection in Aerial Videos With Transformers.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

SEN12MS-CR-TS: A Remote-Sensing Data Set for Multimodal Multitemporal Cloud Removal.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Quadruple-Based Hashing for Remote Sensing Image-Sound Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Lebanon Solar Rooftop Potential Assessment Using Buildings Segmentation From Aerial Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Explaining the Effects of Clouds on Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

RegGAN: An End-to-End Network for Building Footprint Generation with Boundary Regularization.

[BibT_eX]

[DOI]

Stefano Zorzi

Remote. Sens., 2022

Semi-Supervised Cloud Detection in Satellite Images by Considering the Domain Shift Problem.

[BibT_eX]

[DOI]

Remote. Sens., 2022

SCAF-Net: Scene Context Attention-Based Fusion Network for Vehicle Detection in Aerial Imagery.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Multitarget Domain Adaptation for Remote Sensing Classification Using Graph Neural Network.

[BibT_eX]

[DOI]

Shan Zhao

IEEE Geosci. Remote. Sens. Lett., 2022

Patch-Level Unsupervised Planetary Change Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Exploring Transformer and Multilabel Classification for Remote Sensing Image Captioning.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Semantic Segmentation of Remote Sensing Images With Sparse Annotations.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation.

[BibT_eX]

[DOI]

CoRR, 2022

Geo-Information Harvesting from Social Media Data.

[BibT_eX]

[DOI]

Dário Augusto Borges Oliveira

Mrinalini Kochupillai

CoRR, 2022

Exploring Self-Attention for Crop-type Classification Explainability.

[BibT_eX]

[DOI]

Ivica Obadic

Ribana Roscher

CoRR, 2022

EarthNets: Empowering AI in Earth Observation.

[BibT_eX]

[DOI]

CoRR, 2022

The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery.

[BibT_eX]

[DOI]

CoRR, 2022

Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery.

[BibT_eX]

[DOI]

Xin-Yi Tong

Gui-Song Xia

CoRR, 2022

HPO: We won't get fooled again.

[BibT_eX]

[DOI]

CoRR, 2022

Self-supervised Learning in Remote Sensing: A Review.

[BibT_eX]

[DOI]

Conrad M. Albrecht

CoRR, 2022

Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery.

[BibT_eX]

[DOI]

CoRR, 2022

Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance?

[BibT_eX]

[DOI]

Christoph Koller

Göran Kauermann

CoRR, 2022

So2Sat POP - A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale.

[BibT_eX]

[DOI]

CoRR, 2022

Using Social Media Images for Building Function Classification.

[BibT_eX]

[DOI]

Karam Abdulahhad

CoRR, 2022

SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal.

[BibT_eX]

[DOI]

CoRR, 2022

Disentangled Latent Transformer for Interpretable Monocular Height Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

Landscape of Neural Architecture Search across sensors: how much do they differ ?

[BibT_eX]

[DOI]

CoRR, 2022

Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2022

CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2022

Domain-Agnostic Domain Adaption for Building Footprint Extraction.

[BibT_eX]

[DOI]

Fahong Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Change-Aware Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Knowledge Transfer for Label-Efficient Monocular Height Estimation.

[BibT_eX]

[DOI]

Zhitong Xiong

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning.

[BibT_eX]

[DOI]

Conrad M. Albrecht

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Towards Global Forest Biomass Estimators from Tree Height Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Building Type Classification with Incomplete Labels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Mitigating Distribution Shift for Multi-Sensor Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Compact Feature Representation for Unsupervised Ood Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Complex-Valued Sparse Long Short-Term Memory Unit with Application to Super-Resolving SAR Tomography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Controlling Weather Field Synthesis Using Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Feature and Output Consistency Training for Semi-Supervised Building Footprint Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Uncertainty-Guided Representation Learning in Local Climate Zone Classification.

[BibT_eX]

[DOI]

Christoph Koller

Muhammad Shahrad

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Comparative Analysis of Nitrogen Dioxide (NO2) Levels in Munich Using Sentinel-5P Atmospheric Products and Ground-Based Measurements.

[BibT_eX]

[DOI]

Ariadna Pregel Hoderlein

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Active Contour Models for Delineating Glacier Calving Fronts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Analysing the Interactions Between Training Dataset Size, Label Noise and Model Performance in Remote Sensing Data.

[BibT_eX]

[DOI]

Jonas Gütter

Julia Niebling

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Robust Distribution-Shift Aware Sar-Optical data Fusion for Multi-Label Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Earth Observation Data Classification with Quantum-Classical Convolutional Neural Network.

[BibT_eX]

[DOI]

Fan Fan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Siamese Attention U-Net for Multi-Class Change Detection.

[BibT_eX]

[DOI]

Sol Cummings

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self Supervised Learning for Few Shot Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Explainability Analysis of CNN in Detection of Volcanic Deformation Signal.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Monitoring Urban Forests from Auto-Generated Segmentation MAPS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Bounding Box Regression Network for Building Height Retrieval Using a Single SAR Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multi-Sensor Time Series Cloud Removal Fusing Optical and SAR Satellite Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Doubly Deformable Aggregation of Covariance Matrices for Few-Shot Segmentation.

[BibT_eX]

[DOI]

Zhitong Xiong

Haopeng Li

Proceedings of the Computer Vision - ECCV 2022, 2022

Reiterative Domain Aware Multi-target Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2022

DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.

[BibT_eX]

[DOI]

Ariadna Pregel Hoderlein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model.

[BibT_eX]

[DOI]

Codrut-Andrei Diaconu

Stephan Günnemann

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

True or False? Detecting False Information on Social Media Using Graph Neural Networks.

[BibT_eX]

[DOI]

Samyo Rode-Hasinger

Anna M. Kruspe

Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines.

[BibT_eX]

[DOI]

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

On the Generalization of the Semantic Segmentation Model for Landslide Detection.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

SoundingEarth Dataset.

[BibT_eX]

[DOI]

Dataset, October, 2021

SAR Tomography via Nonlinear Blind Scatterer Separation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Endmember Bundle Extraction Based on Multiobjective Optimization.

[BibT_eX]

[DOI]

Rong Liu

IEEE Trans. Geosci. Remote. Sens., 2021

Unifying Top-Down Views by Task-Specific Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Attention-Aware Pseudo-3-D Convolutional Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Single-Look Multi-Master SAR Tomography: An Introduction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Multisensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

SDFL-FC: Semisupervised Deep Feature Learning With Feature Consistency for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Change Detection in Hyperdimensional Images Using Untrained Models.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Semisupervised Change Detection Using Graph Convolutional Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

THE Benchmark: Transferable Representation Learning for Monocular Height Estimation.

[BibT_eX]

[DOI]

CoRR, 2021

Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks.

[BibT_eX]

[DOI]

CoRR, 2021

A Data-driven Approach to Neural Architecture Search Initialization.

[BibT_eX]

[DOI]

CoRR, 2021

Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems.

[BibT_eX]

[DOI]

CoRR, 2021

SurroundNet: Towards Effective Low-Light Image Enhancement.

[BibT_eX]

[DOI]

CoRR, 2021

Reiterative Domain Aware Multi-target Adaptation.

[BibT_eX]

[DOI]

Shan Zhao

CoRR, 2021

Lessons from the Clustering Analysis of a Search Space: A Centroid-based Approach to Initializing NAS.

[BibT_eX]

[DOI]

CoRR, 2021

Under the Radar - Auditing Fairness in ML for Humanitarian Mapping.

[BibT_eX]

[DOI]

CoRR, 2021

Tackling the Overestimation of Forest Carbon with Deep Learning and Aerial Imagery.

[BibT_eX]

[DOI]

CoRR, 2021

Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model.

[BibT_eX]

[DOI]

CoRR, 2021

A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features.

[BibT_eX]

[DOI]

CoRR, 2021

Generative modeling of spatio-temporal weather patterns with extreme event conditioning.

[BibT_eX]

[DOI]

CoRR, 2021

Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Out-of-distribution detection in satellite image classification.

[BibT_eX]

[DOI]

CoRR, 2021

Towards a Collective Agenda on AI for Earth Science Data Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images.

[BibT_eX]

[DOI]

CoRR, 2021

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarially Robust Classifier with Covariate Shift Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

Segmentation of VHR EO Images using Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), 2021

DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.

[BibT_eX]

[DOI]

Pierre-Philippe Mathieu

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Whats Next in AI4EO?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Self-Paced Curriculum Learning for Visual Question Answering on Remote Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Efficient SAR Tomographic Inversion via Sparse Bayesian Learning.

[BibT_eX]

[DOI]

Kun Qian

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Conditional GIS-Aware Network for Individual Building Segmentation in a VHR SAR Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Generation of Large Scale 3-D City Models Using Insar and Optical Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Trusting Small Training Dataset for Supervised Change Detection.

[BibT_eX]

[DOI]

Biplab Banerjee

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Super-Resolving Sar Tomography Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Mitigating Spatial and Spectral Differences for Change Detection Using Super-Resolution and Unsupervised Learning.

[BibT_eX]

[DOI]

Jonathan Prexl

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Improving Land Cover Classification with a Shift-Invariant Center-Focusing Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

End-to-End Semantic Segmentation and Boundary Regularization of Buildings from Satellite Imagery.

[BibT_eX]

[DOI]

Stefano Zorzi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Blinded by the Light: Monitoring Local Economic Development Over Time With Nightlight Emissions.

[BibT_eX]

[DOI]

Hannes Taubenböck

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Anomaly Detection in Aerial Videos Via Future Frame Prediction Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Temporal Relations Matter: A Two-Pathway Network for Aerial Video Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Unconstrained Aerial Scene Recognition with Deep Neural Networks and a New Dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep.

[BibT_eX]

[DOI]

Jocelyn Chanussot

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Zooming into Uncertainties: Towards Fusing Multi Zoom Level Imagery for Urban Land Use Segmentation.

[BibT_eX]

[DOI]

Mohsin Ali

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Seeing the Bigger Picture: Enabling Large Context Windows in Neural Networks by Combining Multiple Zoom Levels.

[BibT_eX]

[DOI]

Konrad Heidler

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Hed-Unet: A Multi-Scale Framework for Simultaneous Segmentation and Edge Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An OpenStreetMap-Based Dataset of Building Footprints for Analysing Different Types of Label Noise.

[BibT_eX]

[DOI]

Jonas Gütter

Anna M. Kruspe

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards Out-of-Distribution Detection for Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Internal Learning for Sequence-to-Sequence Cloud Removal via Synthetic Aperture Radar Prior Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Mask-Height R-CNN: An End-to-End Network for 3D Building Reconstruction from Monocular Remote Sensing Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

InSAR Displacement Time Series Mining: A Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Compact Neural Architecture Search for Local Climate Zones Classification.

[BibT_eX]

[DOI]

René Traoré

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Changes in Twitter geolocations: Insights and suggestions for future usage.

[BibT_eX]

[DOI]

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

2020

ERA Dataset.

[BibT_eX]

[DOI]

Dataset, July, 2020

SAR Tomography at the Limit: Building Height Reconstruction Using Only 3-5 TanDEM-X Bistatic Interferograms.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Learning to Pay Attention on Spectral Domain: A Spectral Attention Module-Based Convolutional Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF).

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Multipass SAR Interferometry Based on Total Variation Regularized Robust Low Rank Tensor Decomposition.

[BibT_eX]

[DOI]

Jian Kang

IEEE Trans. Geosci. Remote. Sens., 2020

Relation Network for Multilabel Aerial Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Satellite-Based Mapping of Urban Poverty With Transfer-Learned Slum Morphologies.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multilevel Feature Fusion-Based CNN for Local Climate Zone Classification From Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Uncertainty Analysis of Object-Based Land-Cover Classification Using Sentinel-2 Time-Series Data.

[BibT_eX]

[DOI]

Lei Ma

Remote. Sens., 2020

Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Mapping the Land Cover of Africa at 10 m Resolution from Multi-Source Remote Sensing Data with Google Earth Engine.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Fusing Multiseasonal Sentinel-2 Imagery for Urban Land Cover Classification With Multibranch Residual Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Analog Image Modeling for 3D Single Image Super Resolution and Pansharpening.

[BibT_eX]

[DOI]

Frontiers Appl. Math. Stat., 2020

Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery.

[BibT_eX]

[DOI]

CoRR, 2020

Cross-language sentiment analysis of European Twitter messages duringthe COVID-19 pandemic.

[BibT_eX]

[DOI]

CoRR, 2020

Generative Adversarial Networks for Synthesizing InSAR Patches.

[BibT_eX]

[DOI]

CoRR, 2020

Spatial-Spectral Manifold Embedding of Hyperspectral Data.

[BibT_eX]

[DOI]

CoRR, 2020

X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data.

[BibT_eX]

[DOI]

CoRR, 2020

DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Learning Meets SAR.

[BibT_eX]

[DOI]

CoRR, 2020

Cross-Task Transfer for Multimodal Aerial Scene Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset.

[BibT_eX]

[DOI]

CoRR, 2020

Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions.

[BibT_eX]

[DOI]

CoRR, 2020

Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping - Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2020

Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF).

[BibT_eX]

[DOI]

CoRR, 2020

A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks.

[BibT_eX]

[DOI]

CoRR, 2020

ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos.

[BibT_eX]

[DOI]

CoRR, 2020

Automatic skin lesion classification based on mid-level feature learning.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2020

Dual Adversarial Network for Unsupervised Ground/Satellite-to-Aerial Scene Adaptation.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Vision-Based Scattering Key-Frame Extraction for VideoSAR Summarization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Building Extraction by Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding.

[BibT_eX]

[DOI]

Qinyu Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Event and Activity Recognition in Aerial Videos Using Deep Neural Networks and a New Dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Instance Segmentation of Buildings Using Keypoints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Cloud Removal in Unpaired Sentinel-2 Imagery Using Cycle-Consistent GAN and SAR-Optical Data Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

ADVANCING DEEP LEARNING FOR EARTH SCIENCES: FROM HYBRID MODELING TO INTERPRETABILITY.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

FGCN: Deep Feature-based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Has Dongying developed to a ghost city? - Evidence from multi-temporal population estimation based on VHR remote sensing and census counts.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2019

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Latent variable modeling approach for fault detection and identification of process correlations.

[BibT_eX]

[DOI]

Benben Jiang

Trans. Inst. Meas. Control, 2019

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones.

[BibT_eX]

[DOI]

Guichen Zhang

IEEE Trans. Geosci. Remote. Sens., 2019

Nonlocal Compressive Sensing-Based SAR Tomography.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks.

[BibT_eX]

[DOI]

Michael Maurer

IEEE Trans. Geosci. Remote. Sens., 2019

Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery.

[BibT_eX]

[DOI]

Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2019

R3-Net: A Deep Network for Multioriented Vehicle Detection in Aerial Images and Videos.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data.

[BibT_eX]

[DOI]

Jingliang Hu

IEEE Trans. Geosci. Remote. Sens., 2019

CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Bistatic-Like Differential SAR Tomography.

[BibT_eX]

[DOI]

Nan Ge

IEEE Trans. Geosci. Remote. Sens., 2019

Large-Area Characterization of Urban Morphology - Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data.

[BibT_eX]

[DOI]

Christian Geiß

Tobias Leichtle

Michael Wurm

Patrick Aravena Pelizari

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network.

[BibT_eX]

[DOI]

Remote. Sens., 2019

A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Model Fusion for Building Type Classification from Aerial and Street View Images.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Building Footprint Generation Using Improved Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Fusion of Multi-Sensor-Derived Heights and OSM-Derived Building Footprints for Urban 3D Reconstruction.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2019

GeoSay: A geometric saliency for extracting buildings in remote sensing images.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2019

So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

A Review of Point Cloud Semantic Segmentation.

[BibT_eX]

[DOI]

Yuxing Xie

Jiaojiao Tian

CoRR, 2019

Relation Network for Multi-label Aerial Image Classification.

[BibT_eX]

[DOI]

CoRR, 2019

SEN12MS - A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion.

[BibT_eX]

[DOI]

CoRR, 2019

Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Large-scale Building Height Estimation from Single VHR SAR image Using Fully Convolutional Network and GIS building footprints.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep Features.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

BFGAN - building footprint extraction from satellite images.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Large-Scale Urban Mapping using Small Stack Multi-baseline TanDEM-X Interferograms.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Mapping Human Settlements with Multi-seasonal Sentinel-2 Imagery and Attention-based ResNeXt.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Multi-label Aerial Image Classification using A Bidirectional Class-wise Attention Network.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Building Instance Classification using Social Media Images.

[BibT_eX]

[DOI]

Martin Werner

Proceedings of the Joint Urban Remote Sensing Event, 2019

Towards the Reconstruction of Prismatic Building Models by SAR-Optical Stereogrammetry.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Automatic Registration of SAR Image and GIS Building Footprints Data in Dense Urban Area.

[BibT_eX]

[DOI]

Yao Sun

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building Footprint Extraction with Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Non-Local SAR Tomography for Large-Scale Urban Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Fusing Multi-Seasonal Sentinel-2 Images with Residual Convolutional Neural Networks for Local Climate Zone-Derived Urban Land Cover Classification.

[BibT_eX]

[DOI]

Chunping Qiu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Spatial Relational Reasoning in Networks for Improving Semantic Segmentation of Aerial Images.

[BibT_eX]

[DOI]

Fernando Rodríguez González

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Mitigation of Positioning Bias in PSI Point Clouds.

[BibT_eX]

[DOI]

Sina Montazeri

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Label Relation Inference for Multi-Label Aerial Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Mutual Information Analysis of Social Media Images and Building Functions.

[BibT_eX]

[DOI]

Martin Werner

Gustavo Daniel Martín del Campo

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Uavsar Tomography of Munich.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building Type Classification from Social Media Texts via Geo-Spatial Textmining.

[BibT_eX]

[DOI]

Matthias Häberle

Martin Werner

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

The Challenge of Creating The Sarptical Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Skin Lesion Segmentation Based on Improved U-net.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

2018

InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

A Fast and Accurate Basis Pursuit Denoising Algorithm With Application to Super-Resolving Tomographic SAR.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Corrections to "Deep Recurrent Neural Networks for Hyperspectral Image Classification".

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Unsupervised Spectral-Spatial Feature Learning via Deep Residual Conv-Deconv Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Fernando Rodríguez González

IEEE Trans. Geosci. Remote. Sens., 2018

Automatic Detection and Positioning of Ground Control Points Using TerraSAR-X Multiaspect Acquisitions.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

HSF-Net: Multiscale Deep Feature Embedding for Ship Detection in Optical Remote Sensing Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Object-Based Multipass InSAR via Robust Low-Rank Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images' Inpainting.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

A Nonlocal InSAR Filter for High-Resolution DEM Generation From TanDEM-X Interferograms.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Spaceborne Staring Spotlight SAR Tomography - A First Demonstration With TerraSAR-X.

[BibT_eX]

[DOI]

Nan Ge

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Fusion of Urban TanDEM-X Raw DEMs Using Variational Models.

[BibT_eX]

[DOI]

Fernando Rodríguez González

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A Review of Ten-Year Advances of Multi-Baseline SAR Interferometry Using TerraSAR-X Data.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Geocoding Error Correction for InSAR Point Clouds.

[BibT_eX]

[DOI]

Sina Montazeri

Remote. Sens., 2018

Long-Term Annual Mapping of Four Cities on Different Continents by Applying a Deep Information Learning Method to Landsat Data.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Lloyd Haydn Hughes

Remote. Sens., 2018

Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

SULoRA: Subspace Unmixing With Low-Rank Attribute Embedding for Hyperspectral Data Analysis.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2018

Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification.

[BibT_eX]

[DOI]

Jingliang Hu

ISPRS Int. J. Geo Inf., 2018

Non-Local Compressive Sensing Based SAR Tomography.

[BibT_eX]

[DOI]

CoRR, 2018

R3-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos.

[BibT_eX]

[DOI]

CoRR, 2018

Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification.

[BibT_eX]

[DOI]

CoRR, 2018

The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion.

[BibT_eX]

[DOI]

Lloyd Haydn Hughes

CoRR, 2018

Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network.

[BibT_eX]

[DOI]

CoRR, 2018

RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

CoRR, 2018

IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network.

[BibT_eX]

[DOI]

CoRR, 2018

Building Instance Classification Using Street View Images.

[BibT_eX]

[DOI]

CoRR, 2018

The SARptical Dataset for Joint Analysis of SAR and Optical Image in Dense Urban Area.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SAR Tomography Using Non-Local Sparse Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Extraction of Buildings in VHR SAR Images Using Fully Convolution Neural Networks.

[BibT_eX]

[DOI]

Michael Maurer

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Recurrent Convolutional Neural Network for Land Cover Change Detection in Multispectral Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hierarchical Region Based Convolution Neural Network for Multiscale Object Detection in Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Generative Adversarial Networks for Hard Negative Mining in CNN-Based SAR-Optical Image Matching.

[BibT_eX]

[DOI]

Lloyd H. Hughes

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Classification of Settlement Types from Tweets Using LDA and LSTM.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

LAHNet: A Convolutional Neural Network Fusing Low- and High-Level Features for Aerial Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Exploring Sentinel-L Data for Local Climate Zone Classification.

[BibT_eX]

[DOI]

Jingliang Hu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Urban TanDEM-X Raw DEM Fusion Based ON TV-L1 and Huber Models.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Pass SAR Interferometry for 3D Reconstruction of Complex Mountainous Areas Based on Robust Low Rank Tensor Decomposition.

[BibT_eX]

[DOI]

Jian Kang

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fusing Spaceborne SAR Interferometry and Street View Images for 4D Urban Modeling.

[BibT_eX]

[DOI]

Jian Kang

Proceedings of the 21st International Conference on Information Fusion, 2018

Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Multisensor Coupled Spectral Unmixing for Time-Series Analysis.

[BibT_eX]

[DOI]

Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2017

Fusing Meter-Resolution 4-D InSAR Point Clouds and Optical Images for Semantic Urban Infrastructure Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Deep Recurrent Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Robust Object-Based Multipass InSAR Deformation Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Extended Chirp Scaling-Baseband Azimuth Scaling-Based Azimuth-Range Decouple L1 Regularization for TOPS SAR Imaging via CAMP.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

L1-Regularization-Based SAR Imaging and CFAR Detection via Complex Approximated Message Passing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest.

[BibT_eX]

[DOI]

Maria Vakalopoulou

Konstantinos Karantzalos

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Bernhard Höfle

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Deep learning in remote sensing: a review.

[BibT_eX]

[DOI]

CoRR, 2017

Building height estimation in single SAR image using OSM building footprints.

[BibT_eX]

[DOI]

Yao Sun

Proceedings of the Joint Urban Remote Sensing Event, 2017

A CNN for the identification of corresponding patches in SAR and optical imagery of urban scenes.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

Digital deserts on the ground and from space.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

FusioNet: A two-stream convolutional neural network for urban scene classification using PolSAR and hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

Robust blind scatterer separation in multibaseline InSAR.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Comparative evaluation of signal-based and descriptor-based similarity measures for SAR-optical image matching.

[BibT_eX]

[DOI]

Chunping Qiu

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fully conv-deconv network for unsupervised spectral-spatial feature extraction of hyperspectral imagery via residual learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Identifying corresponding patches in SAR and optical imagery with a convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Automatic positioning of SAR ground control points from multi-aspect TerraSAR-X acquisitions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Improve multi-baseline InSAR parameter retrieval by semantic information from optical images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Evaluation of polsar similarity measures with spectral clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Feature fusion of hyperspectral and lidar data using extinction profiles and total variation.

[BibT_eX]

[DOI]

Behnood Rasti

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonlocal InSAR filtering for high resolution DEM generation from TanDEM-X interferograms.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of TanDEM-X and Cartosat-1 DEMS using TV-norm regularization and ANN-predicted weights.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of SAR and optical remote sensing data - Challenges and recent trends.

[BibT_eX]

[DOI]

Florence Tupin

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Robust linear unmixing with enhanced sparsity.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Earth Observation Using SAR and Social Media Images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Geodetic SAR Tomography.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Exploiting Joint Sparsity for Pansharpening: The J-SparseFI Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Robust Estimators for Multipass SAR Interferometry.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Three-Dimensional Deformation Monitoring of Urban Infrastructure by Tomographic SAR Using Multitrack TerraSAR-X Data Stacks.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Extinction Profiles for the Classification of Remote Sensing Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Demonstration of Single-Pass Millimeterwave SAR Tomography for Forest Volumes.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Unambiguous SAR Imaging for Nonuniform DPC Sampling: ℓq Regularization Method Using Filter Bank.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Hyperspectral Data Classification Using Extended Extinction Profiles.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data.

[BibT_eX]

[DOI]

Yushi Chen

IEEE Geosci. Remote. Sens. Lett., 2016

Graph-regularized coupled spectral unmixing for multisensor time-series analysis.

[BibT_eX]

[DOI]

Antonio Plaza

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Object based fusion of polarimetric SAR and hyperspectral imaging for land use classification.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Extended extinction profile for the classification of hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Robust multibaseline InSAR optimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Forest remote sensing on the individual tree level by airborne millimeterwave SAR.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Spatiotemporal scene interpretation of space videos via deep neural network and tracklet analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

SAR ground control point identification with the aid of high resolution optical data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Object-based InSAR deformation reconstruction with application to bridge monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Extinction profiles: A novel approach for the analysis of remote sensing data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

GPU-based nonlocal filtering for large scale SAR processing.

[BibT_eX]

[DOI]

Gerald Baier

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Precise Three-Dimensional Stereo Localization of Corner Reflectors and Persistent Scatterers With TerraSAR-X.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Automatic Feature-Based Geometric Fusion of Multiview TomoSAR Point Clouds in Urban Area.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Joint Sparsity Model for Multilook Hyperspectral Image Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

Joint Sparsity in SAR Tomography for Urban Mapping.

[BibT_eX]

[DOI]

Nan Ge

IEEE J. Sel. Top. Signal Process., 2015

Graph regularized coupled spectral unmixing for change detection.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Splitting the hyperspectral-multispectral image fusion problem autonomously into weighted pan-sharpening tasks - The spectral grouping concept.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Dynamic dictionary learning strategies for sparse representation based hyperspectral image enhancement.

[BibT_eX]

[DOI]

Tristan Michael Burns

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral resolution enhancement using multisensor image data.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Detection of buildings in spaceborne TomoSAR point clouds via hybrid region growing and energy minimization technique.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2015

The robust InSAR optimization framework with application to monitoring cities on volcanoes.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2015

Exploiting sparsity in remote sensing and earth observation: Theory, applications and future trends.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Semantic interpretation of InSAR point clouds.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Automatic coastline detection in non-locally filtered tandem-X data.

[BibT_eX]

[DOI]

Lingyun Wei

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Compressive sensing for neutrospheric water vapor tomography using GNSS and InSAR observations.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Sparse pixel-wise spectral unmixing - Which algorithm to use and how to improve the results.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Region growing based nonlocal filtering for InSAR.

[BibT_eX]

[DOI]

Gerald Baier

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Optimized parallelization of non-local means filter for image noise reduction of InSAR image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2015

2014

Facade Reconstruction Using Multiview Spaceborne TomoSAR Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Superresolving SAR Tomography for Multidimensional Imaging of Urban Areas: Compressive sensing-based TomoSAR inversion.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

An Efficient Tomographic Inversion Approach for Urban Mapping Using Meter Resolution SAR Image Stacks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

The J-SparseFI-HM Hyperspectral resolution enhancement method - Now fully automated.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Spectral-spatial joint sparsity unmixing of hyperspectral data using overcomplete dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Geodetic TomoSAR - Fusion of SAR imaging geodesy and TomoSAR for 3D absolute scatterer positioning.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Beyond the 12m TanDEM-X DEM.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automatic large area reconstruction of building façades from spaceborne TomoSAR point clouds.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral image resolution enhancement based on joint sparsity spectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Detection and transmission resource configuration for Space-based Information Network.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

A Sparse Image Fusion Algorithm With Application to Pan-Sharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Sparse spectral unmixing with endmember groups pre-selection.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Collaborative sparse reconstruction for pan-sharpening.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Feature-based fusion of tomosar point clouds from multiview TerraSAR-X data stacks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Reconstruction of building façades using spaceborne multiview TomoSAR point clouds.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Jointly sparse fusion of hyperspectral and multispectral imagery.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Collabrative sparse image fusion with application to pan-sharpening.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Sparse reconstruction techniques in tomographic SAR inversion.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Demonstration of Super-Resolution for Tomographic SAR Imaging in Urban Environment.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

Super-Resolution Power and Robustness of Compressive Sensing for Spectral Estimation With Application to Spaceborne Tomographic SAR.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

On the use of overcomplete dictionaries for spectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A pan-sharpening algorithm based on joint sparsity.

[BibT_eX]

[DOI]

Sofya Spiridonova

Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

From TomoSAR Point Clouds to Objects: Façade Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Sparse tomographic SAR reconstruction from mixed TerraSAR-X/TanDEM-X data stacks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Operational TomoSAR processing using TerraSAR-X high resolution spotlight stacks from multiple view angles.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Façade structure reconstruction using spaceborne TomoSAR point clouds.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Let's Do the Time Warp: Multicomponent Nonlinear Motion Estimation in Differential SAR Tomography.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2011

Tomographic Imaging and Monitoring of Buildings With Very High Resolution SAR Data.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2011

A fundamental bound for super-resolution - with application to 3D SAR imaging.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2011

Peculiarities of urban area analysis with very high resolution interferometric SAR data.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2011

Advanced coherence stacking technique using high resolution TerraSAR-X spotlight data.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2011

Compressive sensing for image fusion - with application to pan-sharpening.

[BibT_eX]

[DOI]

Xuan Wang

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Multi-component nonlinear motion estimation in differential SAR tomography - the time-warp method.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Within the resolution cell: Super-resolution in tomographic SAR imaging.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Optimal estimation of distributed scatterer phase history parameters from meter-resolution SAR data.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Sparse reconstrcution techniques for SAR tomography.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2010

Very High Resolution Spaceborne SAR Tomography in Urban Environment.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2010

Tomographic SAR Inversion by L1 -Norm Regularization - The Compressive Sensing Approach.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2010

Compressive sensing for high resolution differential SAR tomography - the SL1MMER algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Advanced techniques and new high resolution SAR sensors for monitoring urban areas.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Space-borne High resolution Tomographic Interferometry.

[BibT_eX]

[DOI]

Nico Adam