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ORCIDJian Kang 0005
Person information
- affiliation: Technical University of Munich, Chair of Signal Processing in Earth Observation, Germany
- affiliation (former): Harbin Institute of Technology, Research Institute of Electronic Engineering Technology, China
- not to be confused with: Jian Kang 0002
Other persons with the same name
- Jian Kang — disambiguation page
- Jian Kang 0001
![[0000-0002-5572-7405]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5572-7405")
— Jilin University, Department of Computer Science & Technology, Changchun, China - Jian Kang 0002 — University of Sheffield, School of Architecture, UK (and 3 more)
- Jian Kang 0003 — University of Michigan, Department of Biostatistics, Ann Arbor, MI, USA
- Jian Kang 0004 — Chinese Academy of Sciences, Key Laboratory of Remote Sensing of Gansu Province, Lanzhou, China
- Jian Kang 0006 — Tsinghua University, Department of Electronic Engineering, TNList, Beijing, China
- Jian Kang 0007 — Oregon State University, School of Electrical Engineering and Computer Science, Corvallis, OR, USA
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2020 – today
- 2024
[j51]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: 104922 (2024)- [j50]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: 690-699 (2024) - [j49]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: 1-13 (2024) - [j48]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: 1-15 (2024) - [j47]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: 1-15 (2024) - [j46]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: 1-15 (2024) - 2023
- [j45]Rubén Fernández-Beltran, Rafael Fernandez, Jian Kang, Filiberto Pla:
W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening. Neurocomputing 530: 125-138 (2023) - [j44]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: 1-5 (2023) - [j43]Jian Kang, Tengyu Ji, Zhe Zhang, Rubén Fernández-Beltran:
SAR time series despeckling via nonlocal matrix decomposition in logarithm domain. Signal Process. 209: 109040 (2023) - [j42]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: 1-15 (2023) - [j41]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: 1-16 (2023) - [j40]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: 1-16 (2023) - 2022
- [j39]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: 107807 (2022) - [j38]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: 1-5 (2022) - [j37]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: 1-5 (2022) - [j36]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: 1-5 (2022) - [j35]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: 1-5 (2022) - [j34]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): 2907 (2022) - [j33]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: 3830-3841 (2022) - [j32]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: 4521-4530 (2022) - [j31]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: 6804-6816 (2022) - [j30]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: 1-14 (2022) - [j29]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: 1-14 (2022) - [j28]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: 1-13 (2022) - [j27]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: 1-15 (2022) - [j26]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: 1-16 (2022) - [j25]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): 24686-24697 (2022) - [c9]Yuxi Sun, Shanshan Feng, Xutao Li, Yunming Ye, Jian Kang, Xu Huang:
Visual Grounding in Remote Sensing Images. ACM Multimedia 2022: 404-412 - 2021
- [j24]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): 1391 (2021) - [j23]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: 2551-2562 (2021) - [j22]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: 3447-3461 (2021) - [j21]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: 7359-7372 (2021) - [j20]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: 10548-10559 (2021) - [j19]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): 2598-2610 (2021) - [j18]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): 4355-4369 (2021) - [j17]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): 4407-4418 (2021) - [j16]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): 8798-8811 (2021) - [j15]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): 826-840 (2021) - [c8]Jian Kang, Rubén Fernández-Beltran, Antonio Plaza:
Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization. IGARSS 2021: 2150-2153 - [c7]Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio Plaza:
Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations. IGARSS 2021: 2552-2555 - 2020
- [j14]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): 1470-1474 (2020) - [j13]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): 2603 (2020) - [j12]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): 2903 (2020) - [j11]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): 4338 (2020) - [j10]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): 4396 (2020) - [j9]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: 5998-6007 (2020) - [j8]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): 5354-5366 (2020) - [j7]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): 8905-8918 (2020) - [c6]Jian Kang, Begüm Demir:
Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification. IGARSS 2020: 1687-1690 - [c5]Puhong Duan, Jian Kang, Xudong Kang, Pedram Ghamisi, Shutao Li:
Sun Glint Removal of Hyperspectral Images via Texture-Aware Total Variation. IGARSS 2020: 7005-7008 - [i5]Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir:
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. CoRR abs/2003.03440 (2020) - [i4]Gencer Sumbul, Jian Kang, Begüm Demir:
Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives. CoRR abs/2004.01613 (2020)
2010 – 2019
- 2019
- [j6]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): 646 (2019) - [j5]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): 1259 (2019) - [i3]Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu:
Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data. CoRR abs/1912.08837 (2019) - [i2]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 abs/1912.12171 (2019) - 2018
- [j4]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): 3062-3077 (2018) - [c4]Yuanyuan Wang, Jian Kang, Xiao Xiang Zhu:
Fusing Spaceborne SAR Interferometry and Street View Images for 4D Urban Modeling. FUSION 2018: 1601-1606 - [c3]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: 8703-8706 - [i1]Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu:
Building Instance Classification Using Street View Images. CoRR abs/1802.09026 (2018) - 2017
- [j3]Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu:
Robust Object-Based Multipass InSAR Deformation Reconstruction. IEEE Trans. Geosci. Remote. Sens. 55(8): 4239-4251 (2017) - [c2]Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu:
Improve multi-baseline InSAR parameter retrieval by semantic information from optical images. IGARSS 2017: 5478-5481 - 2016
- [c1]Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu:
Object-based InSAR deformation reconstruction with application to bridge monitoring. IGARSS 2016: 6871-6874 - 2015
- [j2]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): 1087-1098 (2015) - 2014
- [j1]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): 2971-2991 (2014)
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