Jian Kang

Orcid: 0000-0001-6284-3044

Affiliations:
  • Technical University of Munich, Chair of Signal Processing in Earth Observation, Germany
  • Harbin Institute of Technology, Research Institute of Electronic Engineering Technology, China (former)


According to our database1, Jian Kang authored at least 67 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
SIRS: Multitask Joint Learning for Remote Sensing Foreground-Entity Image-Text Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2024

A Robust Nonlocal Tensor Decomposition Method for InSAR Phase Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024

Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2024

TADCG: A Novel Gridless Tomographic SAR Imaging Approach Based on the Alternate Descent Conditional Gradient Algorithm With Robustness and Efficiency.
IEEE Trans. Geosci. Remote. Sens., 2024

Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration.
IEEE Trans. Computational Imaging, 2024

CroMoDa: Unsupervised Oriented SAR Ship Detection via Cross-Modality Distribution Alignment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

LGNet: Local and global point dependency network for 3D object detection.
Pattern Recognit., 2024

Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features.
Image Vis. Comput., 2024

2023
W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening.
Neurocomputing, April, 2023

Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023

Cross-View Object Geo-Localization in a Local Region With Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

LaMIE: Large-Dimensional Multipass InSAR Phase Estimation for Distributed Scatterers.
IEEE Trans. Geosci. Remote. Sens., 2023

SAR time series despeckling via nonlocal matrix decomposition in logarithm domain.
Signal Process., 2023

CVGG-Net: Ship Recognition for SAR Images Based on Complex-Valued Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2023

Flat Coherence Metric Based InSAR Phase Estimation for Distributed Scatterers.
Proceedings of the 6th International Conference on Electronics and Electrical Engineering Technology, 2023

2022
Normal Assisted Pixel-Visibility Learning With Cost Aggregation for Multiview Stereo.
IEEE Trans. Intell. Transp. Syst., 2022

Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022

DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Rotation-Invariant Deep Embedding for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration.
IEEE Trans. Geosci. Remote. Sens., 2022

Multisensor Fusion and Explicit Semantic Preserving-Based Deep Hashing for Cross-Modal Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022

AIR-PolSAR-Seg: A Large-Scale Data Set for Terrain Segmentation in Complex-Scene PolSAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Diverse-Region Hyperspectral Image Classification via Superpixelwise Graph Convolution Technique.
Remote. Sens., 2022

SAR Time-Series Despeckling via Nonlocal Total Variation Regularized Robust PCA.
IEEE Geosci. Remote. Sens. Lett., 2022

Deep Learning-Based Building Footprint Extraction With Missing Annotations.
IEEE Geosci. Remote. Sens. Lett., 2022

Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks.
IEEE Geosci. Remote. Sens. Lett., 2022

Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization.
IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised deep hashing through learning soft pseudo label for remote sensing image retrieval.
Knowl. Based Syst., 2022

Visual Grounding in Remote Sensing Images.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration.
IEEE Trans. Neural Networks Learn. Syst., 2021

Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast.
IEEE Trans. Geosci. Remote. Sens., 2021

Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise.
IEEE Trans. Geosci. Remote. Sens., 2021

Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data.
IEEE Trans. Geosci. Remote. Sens., 2021

PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Sentinel-3 Super-Resolution Based on Dense Multireceptive Channel Attention.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal.
Remote. Sens., 2021

Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Multipass SAR Interferometry Based on Total Variation Regularized Robust Low Rank Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2020

Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization.
IEEE Trans. Geosci. Remote. Sens., 2020

Deep Hashing Based on Class-Discriminated Neighborhood Embedding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation.
Sensors, 2020

Glacier Surface Motion Estimation from SAR Intensity Images Based on Subpixel Gradient Correlation.
Sensors, 2020

High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery.
Remote. Sens., 2020

Component Decomposition-Based Hyperspectral Resolution Enhancement for Mineral Mapping.
Remote. Sens., 2020

Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2020

Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives.
CoRR, 2020

Sun Glint Removal of Hyperspectral Images via Texture-Aware Total Variation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network.
Remote. Sens., 2019

Model Fusion for Building Type Classification from Aerial and Street View Images.
Remote. Sens., 2019

So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification.
CoRR, 2019

2018
Object-Based Multipass InSAR via Robust Low-Rank Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2018

Building Instance Classification Using Street View Images.
CoRR, 2018

Multi-Pass SAR Interferometry for 3D Reconstruction of Complex Mountainous Areas Based on Robust Low Rank Tensor Decomposition.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fusing Spaceborne SAR Interferometry and Street View Images for 4D Urban Modeling.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Robust Object-Based Multipass InSAR Deformation Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2017

Improve multi-baseline InSAR parameter retrieval by semantic information from optical images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Object-based InSAR deformation reconstruction with application to bridge monitoring.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Asymptotic Statistical Performance of Local Polynomial Wigner Distribution for the Parameters Estimation of Cubic-Phase Signal With Application in ISAR Imaging of Ship Target.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

2014
ISAR Imaging of Maneuvering Target Based on the Local Polynomial Wigner Distribution and Integrated High-Order Ambiguity Function for Cubic Phase Signal Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014


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