Lichao Mou

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

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

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

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

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

2020

ERA Dataset.

[BibT_eX]

[DOI]

Dataset, July, 2020

Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection.

[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

Relation Network for Multilabel Aerial Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. 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

Deep Learning Meets SAR.

[BibT_eX]

[DOI]

CoRR, 2020

Cross-Task Transfer for Multimodal Aerial Scene Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions.

[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

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

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

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

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

R<sup>3</sup>-Net: A Deep Network for Multioriented Vehicle Detection in Aerial Images and Videos.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Relation Network for Multi-label Aerial Image 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

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

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

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

[BibT_eX]

[DOI]

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 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

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]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

R<sup>3</sup>-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos.

[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

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

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

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

2017

Deep Recurrent Neural Networks for Hyperspectral Image Classification.

[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]

Xiaoxiang Zhu

Maria Vakalopoulou

Konstantinos Karantzalos

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

Deep learning in remote sensing: a review.

[BibT_eX]

[DOI]

Friedrich Fraundorfer

CoRR, 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

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

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

2016

Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection.

[BibT_eX]

[DOI]

Haobo Lyu

Hui Lu

Remote. Sens., 2016

Video parsing via spatiotemporally analysis with images.

[BibT_eX]

[DOI]

Xuelong Li

Multim. Tools Appl., 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

2015

Scene Recognition by Manifold Regularized Deep Learning Architecture.

[BibT_eX]

[DOI]

Yuan Yuan

IEEE Trans. Neural Networks Learn. Syst., 2015

Semi-Supervised Multitask Learning for Scene Recognition.

[BibT_eX]

[DOI]

Xuelong Li

IEEE Trans. Cybern., 2015

Scene Parsing From an MAP Perspective.

[BibT_eX]

[DOI]

Xuelong Li

IEEE Trans. Cybern., 2015

2013

Object or background: Whose call is it in complicated scene classification?

[BibT_eX]

[DOI]