Jian Kang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 67

Top Topics

Tensor Decomposition

Metric Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Publications

Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zicong Zhu, Jian Kang, Wenhui Diao, Yingchao Feng, Junxi Li, Jingen Ni
SIRS: Multitask Joint Learning for Remote Sensing Foreground-Entity Image-Text Retrieval. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jianwei Ma, Yan Huang, Cheng Qian, Jian Kang, Jiang Liu, Hui Zhang, Wei Hong
LGNet: Local and global point dependency network for 3D object detection. Pattern Recognit. 154 (2024)
Yuxuan Wang, Lanxin Zeng, Wen Yang, Jian Kang, Huai Yu, Mihai Datcu, Gui-Song Xia
Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mingxiao Shao, Zhe Zhang, Jie Li, Jian Kang, Bingchen Zhang
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. 62 (2024)
Gang Xu, Fangzheng Xu, Xiang-Gen Xia, Hanwen Yu, Honghao Zhou, Jian Kang, Mengdao Xing
A Robust Nonlocal Tensor Decomposition Method for InSAR Phase Denoising. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiang Ding, Jian Kang, Yusong Bai, Anping Zhang, Jialin Liu, Naoto Yokoya
Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. IEEE Trans. Computational Imaging 10 (2024)
Rubén Fernández-Beltran, Angélica Guzmán Ponce, Rafael Fernandez, Jian Kang, Ginés García-Mateos
Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features. Image Vis. Comput. 143 (2024)
Jian Kang, Tengyu Ji, Zhe Zhang, Rubén Fernández-Beltran
SAR time series despeckling via nonlocal matrix decomposition in logarithm domain. Signal Process. 209 (2023)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Shanshan Feng, Xutao Li, Chuyao Luo, Puzhao Zhang, Antonio Plaza
Cross-View Object Geo-Localization in a Local Region With Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Xutao Li, Zhenyu Xiong, Xu Huang, Antonio Plaza
Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Rubén Fernández-Beltran, Rafael Fernandez, Jian Kang, Filiberto Pla
W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening. Neurocomputing 530 (2023)
Dandan Zhao, Zhe Zhang, Dongdong Lu, Jian Kang, Xiaolan Qiu, Yirong Wu
CVGG-Net: Ship Recognition for SAR Images Based on Complex-Valued Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yusong Bai, Jian Kang, Xiang Ding, Anping Zhang, Zhe Zhang, Naoto Yokoya
LaMIE: Large-Dimensional Multipass InSAR Phase Estimation for Distributed Scatterers. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jian Kang, Zhirui Wang, Ruoxin Zhu, Junshi Xia, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yan Huang, Xiao Zhou, Bobo Xi, Jiaojiao Li, Jian Kang, Shiyang Tang, Zhanye Chen, Wei Hong
Diverse-Region Hyperspectral Image Classification via Superpixelwise Graph Convolution Technique. Remote. Sens. 14 (12) (2022)
Zhirui Wang, Xuan Zeng, Zhiyuan Yan, Jian Kang, Xian Sun
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. 15 (2022)
Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhanyu Zhu, Jian Kang, Teng-Yu Ji, Zhe Zhang, Rubén Fernández-Beltran
SAR Time-Series Despeckling via Nonlocal Total Variation Regularized Robust PCA. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yuxi Sun, Shanshan Feng, Xutao Li, Yunming Ye, Jian Kang, Xu Huang
Visual Grounding in Remote Sensing Images. ACM Multimedia (2022)
Jian Kang, Fengyu Tong, Xiang Ding, Sijiang Li, Ruoxin Zhu, Yan Huang, Yusheng Xu, Rubén Fernández-Beltran
Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jian Kang, Rubén Fernández-Beltran, Zhirui Wang, Xian Sun, Jingen Ni, Antonio Plaza
Rotation-Invariant Deep Embedding for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuxi Sun, Yunming Ye, Xutao Li, Shanshan Feng, Bowen Zhang, Jian Kang, Kuai Dai
Unsupervised deep hashing through learning soft pseudo label for remote sensing image retrieval. Knowl. Based Syst. 239 (2022)
Rubén Fernández-Beltran, Damian Ibañez, Jian Kang, Filiberto Pla
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiang Ding, Jian Kang, Zhe Zhang, Yan Huang, Jialin Liu, Naoto Yokoya
Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Janak Parajuli, Rubén Fernández-Beltran, Jian Kang, Filiberto Pla
Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jian Kang, Rubén Fernández-Beltran, Xian Sun, Jingen Ni, Antonio Plaza
Deep Learning-Based Building Footprint Extraction With Missing Annotations. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza
Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wei Tong, Xiaorong Guan, Jian Kang, Zhao-Hui Sun, Rob Law, Pedram Ghamisi, Edmond Qi Wu
Normal Assisted Pixel-Visibility Learning With Cost Aggregation for Multiview Stereo. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Yuxi Sun, Shanshan Feng, Yunming Ye, Xutao Li, Jian Kang, Zhichao Huang, Chuyao Luo
Multisensor Fusion and Explicit Semantic Preserving-Based Deep Hashing for Cross-Modal Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jian Kang, Rubén Fernández-Beltran, Antonio Plaza
Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization. IGARSS (2021)
Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio Plaza
Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations. IGARSS (2021)
Danfeng Hong, Jian Kang, Naoto Yokoya, Jocelyn Chanussot
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Jian Kang, Zhirui Wang, Ruoxin Zhu, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Sicong Liu, Antonio J. Plaza
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Rubén Fernández-Beltran, Filiberto Pla, Jian Kang, José F. Moreno, Antonio Plaza
Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jian Kang, Rubén Fernández-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Rubén Fernández-Beltran, Tina Baidar, Jian Kang, Filiberto Pla
Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal. Remote. Sens. 13 (7) (2021)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio J. Plaza
Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
Rafael Fernandez, Rubén Fernández-Beltran, Jian Kang, Filiberto Pla
Sentinel-3 Super-Resolution Based on Dense Multireceptive Channel Attention. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jian Kang, Rubén Fernández-Beltran, Xudong Kang, Jingen Ni, Antonio Plaza
Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Li Fang, Zhen Ye, Shu Su, Jian Kang, Xiaohua Tong
Glacier Surface Motion Estimation from SAR Intensity Images Based on Subpixel Gradient Correlation. Sensors 20 (16) (2020)
Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Antonio Plaza
Deep Hashing Based on Class-Discriminated Neighborhood Embedding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Puhong Duan, Jibao Lai, Pedram Ghamisi, Xudong Kang, Robert Jackisch, Jian Kang, Richard Gloaguen
Component Decomposition-Based Hyperspectral Resolution Enhancement for Mineral Mapping. Remote. Sens. 12 (18) (2020)
Jian Kang, Yuanyuan Wang, Xiao Xiang Zhu
Multipass SAR Interferometry Based on Total Variation Regularized Robust Low Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery. Remote. Sens. 12 (16) (2020)
Jian Kang, Begüm Demir
Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification. IGARSS (2020)
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. Sensors 20 (15) (2020)
Puhong Duan, Jian Kang, Xudong Kang, Pedram Ghamisi, Shutao Li
Sun Glint Removal of Hyperspectral Images via Texture-Aware Total Variation. IGARSS (2020)
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. CoRR (2020)
Gencer Sumbul, Jian Kang, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir
BigEarthNet Deep Learning Models with A New Class-Nomenclature for Remote Sensing Image Understanding. CoRR (2020)
Gencer Sumbul, Jian Kang, Begüm Demir
Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives. CoRR (2020)
Eike Jens Hoffmann, Yuanyuan Wang, Martin Werner, Jian Kang, Xiao Xiang Zhu
Model Fusion for Building Type Classification from Aerial and Street View Images. Remote. Sens. 11 (11) (2019)
Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd H. Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. CoRR (2019)
Bo Zhang, Meng Zhang, Jian Kang, Danfeng Hong, Jian Xu, Xiaoxiang Zhu
Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network. Remote. Sens. 11 (6) (2019)
Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu
Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data. CoRR (2019)
Jian Kang, Yuanyuan Wang, Xiao Xiang Zhu
Multi-Pass SAR Interferometry for 3D Reconstruction of Complex Mountainous Areas Based on Robust Low Rank Tensor Decomposition. IGARSS (2018)
Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
Building Instance Classification Using Street View Images. CoRR (2018)
Jian Kang, Yuanyuan Wang, Michael Schmitt, Xiao Xiang Zhu
Object-Based Multipass InSAR via Robust Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Yuanyuan Wang, Jian Kang, Xiao Xiang Zhu
Fusing Spaceborne SAR Interferometry and Street View Images for 4D Urban Modeling. FUSION (2018)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Improve multi-baseline InSAR parameter retrieval by semantic information from optical images. IGARSS (2017)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Robust Object-Based Multipass InSAR Deformation Reconstruction. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Object-based InSAR deformation reconstruction with application to bridge monitoring. IGARSS (2016)
Yong Wang, Bin Zhao, Jian Kang
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. 8 (3) (2015)
Yong Wang, Jian Kang, Yicheng Jiang
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. 7 (7) (2014)