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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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publications
Robust object-based multipass InSAR deformation reconstruction
Published in IEEE Transactions on Geoscience and Remote Sensing, 2017
Recommended citation: Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu. "Robust object-based multipass InSAR deformation reconstruction". In IEEE Transactions on Geoscience and Remote Sensing, 2017.
Object-based multipass InSAR via robust low-rank tensor decomposition
Published in IEEE Transactions on Geoscience and Remote Sensing, 2018
Recommended citation: Jian Kang, Yuanyuan Wang, Michael Schmitt, Xiao Xiang Zhu. "Object-based multipass InSAR via robust low-rank tensor decomposition". In IEEE Transactions on Geoscience and Remote Sensing, 2018.
Building instance classification using street view images
Published in ISPRS journal of photogrammetry and remote sensing, 2018
Recommended citation: Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu. "Building instance classification using street view images". In ISPRS journal of photogrammetry and remote sensing, 2018.
Multipass SAR Interferometry Based on Total Variation Regularized Robust Low Rank Tensor Decomposition
Published in IEEE Transactions on Geoscience and Remote Sensing, 2020
Recommended citation: Jian Kang, Yuanyuan Wang, Xiao Xiang Zhu. "Multipass SAR Interferometry Based on Total Variation Regularized Robust Low Rank Tensor Decomposition". In IEEE Transactions on Geoscience and Remote Sensing, 2020.
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration
Published in IEEE Transactions on Neural Networks and Learning Systems, 2020
Recommended citation: Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir. "Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration". In IEEE Transactions on Neural Networks and Learning Systems, 2020.
Deep Metric Learning based on Scalable Neighborhood Components for Remote Sensing Scene Characterization
Published in IEEE Transactions on Geoscience and Remote Sensing, 2020
Recommended citation: Jian Kang, Ruben Fernandez-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza. "Deep Metric Learning based on Scalable Neighborhood Components for Remote Sensing Scene Characterization". In IEEE Transactions on Geoscience and Remote Sensing, 2020.
High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery
Published in Remote Sensing, 2020
Recommended citation: Jian Kang, Ruben Fernandez-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza. "High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery". In Remote Sensing, 2020.
Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation
Published in Sensors, 2020
Recommended citation: Zhen Ye, Jian Kang*, Jing Yao, Wenping Song, Sicong Liu, Xin Luo, Yusheng Xu, Xiaohua Tong. "Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation". In Sensors, 2020.
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast
Published in IEEE Transactions on Geoscience and Remote Sensing, 2020
Recommended citation: Jian Kang, Ruben Fernandez-Beltran, Puhong Duan, Sicong Liu, Antonio Plaza. "Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast". In IEEE Transactions on Geoscience and Remote Sensing, 2020.
Deep Hashing based on Class-Discriminated Neighborhood Embedding
Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020
Recommended citation: Jian Kang, Ruben Fernandez-Beltran, Zhen Ye, Xiaohua Tong, Antonio Plaza. "Deep Hashing based on Class-Discriminated Neighborhood Embedding". In IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020.
Graph Relation Network: Modeling Relations between Scenes for Multi-Label Remote Sensing Image Classification and Retrieval
Published in IEEE Transactions on Geoscience and Remote Sensing, 2020
Recommended citation: Jian Kang, Ruben Fernandez-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza. "Graph Relation Network: Modeling Relations between Scenes for Multi-Label Remote Sensing Image Classification and Retrieval". In IEEE Transactions on Geoscience and Remote Sensing, 2020.
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data
Published in IEEE Transactions on Geoscience and Remote Sensing, 2020
Recommended citation: Danfeng Hong, Jian Kang*, Naoto Yokoya, Jocelyn Chanussot. "Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data". In IEEE Transactions on Geoscience and Remote Sensing, 2020.
Robust Normalized Softmax Loss for Deep Metric Learning-based Characterization of Remote Sensing Images with Label Noise
Published in IEEE Transactions on Geoscience and Remote Sensing, 2020
Recommended citation: Jian Kang, Ruben Fernandez-Beltran, Puhong Duan, Xudong Kang, Antonio Plaza. "Robust Normalized Softmax Loss for Deep Metric Learning-based Characterization of Remote Sensing Images with Label Noise". In IEEE Transactions on Geoscience and Remote Sensing, 2020.
talks
teaching
Machine Learning for Remote Sensing Seminar
Master seminar, TU Berlin, 2019