Kai Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 52

Top Topics

Change Detection

Matrix Factorization

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Lei Ding, Jing Zhang, Haitao Guo, Kai Zhang, Bing Liu, Lorenzo Bruzzone
Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yunlong Liu, Xue Zhao, Kai Zhang
Retinex Decomposition-based Change Detection Network for HR Remote Sensing Images. ICIGP (2024)
Kai Zhang, Jun Yan, Feng Zhang, Chiru Ge, Wenbo Wan, Jiande Sun, Huaxiang Zhang
Spectral-Spatial Dual Graph Unfolding Network for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Feng Zhang, Kai Zhang, Jiande Sun, Jian Wang, Lorenzo Bruzzone
DRFormer: Learning Disentangled Representation for Pan-Sharpening via Mutual Information- Based Transformer. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xue Zhao, Kai Zhang, Feng Zhang, Jiande Sun, Wenbo Wan, Huaxiang Zhang
Multiview Hypergraph Fusion Network for Change Detection in High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Ludan Sun, Kai Zhang, Feng Zhang, Wenbo Wan, Jiande Sun
Deep Rank-N Decomposition Network for Image Fusion. IEEE Trans. Multim. 26 (2024)
Yinghui Xing, Litao Qu, Kai Zhang, Yan Zhang, Xiuwei Zhang, Yanning Zhang
Complementary Fusion Network Based on Frequency Hybrid Attention for Pansharpening. ICASSP (2024)
Yunlong Liu, Feng Zhang, Shanxin Zhang, Kai Zhang, Jiande Sun, Lorenzo Bruzzone
Content-Guided Spatial-Spectral Integration Network for Change Detection in HR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yunlong Liu, Kai Zhang, Chunan Guan, Shanxin Zhang, Hong Li, Wenbo Wan, Jiande Sun
Building Change Detection in Earthquake: A Multiscale Interaction Network With Offset Calibration and a Dataset. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Feng Zhang, Guishuo Yang, Jiande Sun, Wenbo Wan, Kai Zhang
Triple disentangled network with dual attention for remote sensing image fusion. Expert Syst. Appl. 245 (2024)
Xuquan Wang, Feng Zhang, Kai Zhang, Weijie Wang, Xiong Dun, Jiande Sun
Learning spatial-spectral dual adaptive graph embedding for multispectral and hyperspectral image fusion. Pattern Recognit. 151 (2024)
Kai Zhang, Guishuo Yang, Feng Zhang, Wenbo Wan, Man Zhou, Jiande Sun, Huaxiang Zhang
Learning Deep Multiscale Local Dissimilarity Prior for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Guishuo Yang, Kai Zhang, Feng Zhang, Jian Wang, Jiande Sun
Cross-Resolution Semi-Supervised Adversarial Learning for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kai Zhang, Anfei Wang, Feng Zhang, Wenbo Wan, Jiande Sun, Lorenzo Bruzzone
Spatial-Spectral Dual Back-Projection Network for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kai Zhang, Tian Jin, Feng Zhang, Jiande Sun
Long-Short Attention Network For The Spectral Super-Resolution Of Multispectral Images. ICASSP (2023)
Pengcheng Dong, Chuntao Wang, Zhenyong Lu, Kai Zhang, Wenbo Wan, Jian De Sun
S-Feature Pyramid Network and Attention Model for Drone Detection. ICASSP (2023)
Chuntao Wang, Pengcheng Dong, Jiande Sun, Zhenyong Lu, Kai Zhang, Wenbo Wan
S-Feature Pyramid Network and Attention Module For Small Object Detection. ICASSP Workshops (2023)
Wenxiu Diao, Mengying Jin, Kai Zhang, Liang Xiao
Unsupervised Single-Generator CycleGAN-Based Pansharpening With Spatial-Spectral Degradation Modeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhixi Feng, Xuehu Liu, Shuyuan Yang, Kai Zhang, Licheng Jiao
Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhi Sheng, Feng Zhang, Jiande Sun, Yanyan Tan, Kai Zhang, Lorenzo Bruzzone
A Unified Two-Stage Spatial and Spectral Network With Few-Shot Learning for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Feng Zhang, Kai Zhang, Wenbo Wan, Jiande Sun
3D geometrical total variation regularized low-rank matrix factorization for hyperspectral image denoising. Signal Process. 207 (2023)
Kai Zhang, Xue Zhao, Feng Zhang, Lei Ding, Jiande Sun, Lorenzo Bruzzone
Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jun Yan, Kai Zhang, Feng Zhang, Chiru Ge, Wenbo Wan, Jiande Sun
Multispectral and hyperspectral image fusion based on low-rank unfolding network. Signal Process. 213 (2023)
Kai Zhang, Feng Zhang, Wenbo Wan, Hui Yu, Jiande Sun, Javier Del Ser, Eyad Elyan, Amir Hussain
Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead. Inf. Fusion 93 (2023)
Wenxiu Diao, Feng Zhang, Jiande Sun, Yinghui Xing, Kai Zhang, Lorenzo Bruzzone
ZeRGAN: Zero-Reference GAN for Fusion of Multispectral and Panchromatic Images. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Xianghai Cao, Kai Zhang, Licheng Jiao
CSANet: Cross-Scale Axial Attention Network for Road Segmentation. Remote. Sens. 15 (1) (2023)
Wenwen Zhang, Jing Li, Feng Zhang, Jiande Sun, Kai Zhang
Unsupervised Change Detection of Multispectral Images Based on PCA and Low-Rank Prior. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Haitao Wang, Jiande Sun, Wenxiu Diao, Jing Li, Kai Zhang
TAGAN: Texture and Attention Guided Generative Adversarial Network for Image Super Resolution. ISCAS (2022)
Feng Zhang, Kai Zhang, Jiande Sun
Multiscale Spatial-Spectral Interaction Transformer for Pan-Sharpening. Remote. Sens. 14 (7) (2022)
Kai Zhang, Zhuolin Li, Feng Zhang, Wenbo Wan, Jiande Sun
Pan-Sharpening Based on Transformer With Redundancy Reduction. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wenxiu Diao, Feng Zhang, Haitao Wang, Jiande Sun, Kai Zhang
Pansharpening via Triplet Attention Network With Information Interaction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Kai Zhang, Anfei Wang, Feng Zhang, Wenxiu Diao, Jiande Sun, Lorenzo Bruzzone
Spatial and Spectral Extraction Network With Adaptive Feature Fusion for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenxiu Diao, Feng Zhang, Haitao Wang, Wenbo Wan, Jian De Sun, Kai Zhang
HLF-Net: Pansharpening Based on High- and Low-Frequency Fusion Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kai Zhang, Feng Zhang, Zhixi Feng, Jiande Sun, Quanyuan Wu
Fusion of Panchromatic and Multispectral Images Using Multiscale Convolution Sparse Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Feng Zhang, Kai Zhang, Jiande Sun, Zhixi Feng, Wenbo Wan, Quanyuan Wu
Hyperspectral Image Denoising Using 3-D Geometrical Kernel With Local Similarity Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Feng Zhang, Haoran Zhang, Kai Zhang, Yinghui Xing, Jiande Sun, Quanyuan Wu
Exploiting Low-Rank and Sparse Properties in Strided Convolution Matrix for Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Ahmad Al Smadi, Shuyuan Yang, Kai Zhang, Atif Mehmood, Min Wang, Ala Alsanabani
Pansharpening based on convolutional autoencoder and multi-scale guided filter. EURASIP J. Image Video Process. 2021 (1) (2021)
Feng Zhang, Kai Zhang
Superpixel guided structure sparsity for multispectral and hyperspectral image fusion over couple dictionary. Multim. Tools Appl. 79 (7-8) (2020)
Feng Zhang, Kai Zhang
Multispectral and Panchromatic Image Fusion Via Convolution Sparse Coding with Joint Sparsity. IGARSS (2020)
Kai Zhang, Min Wang, Shuyuan Yang, Licheng Jiao
Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Shuyuan Yang, Zhixi Feng, Min Wang, Kai Zhang
Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 30 (2) (2019)
Kai Zhang, Feng Zhang
Patch Based Pansharpening Using Weighted Nuclear Norm Minimization. IGARSS (2019)
Dianpeng Su, Fanlin Yang, Yue Ma, Kai Zhang, Jue Huang, Mingwei Wang
Classification of Coral Reefs in the South China Sea by Combining Airborne LiDAR Bathymetry Bottom Waveforms and Bathymetric Features. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Kai Zhang, Feng Zhang, Shuyuan Yang
Fusion of Multispectral and Panchromatic Images via Spatial Weighted Neighbor Embedding. Remote. Sens. 11 (5) (2019)
Yinghui Xing, Min Wang, Shuyuan Yang, Kai Zhang
Pansharpening With Multiscale Geometric Support Tensor Machine. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Kai Zhang, Min Wang, Shuyuan Yang, Licheng Jiao
Spatial-Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Shuyuan Yang, Kai Zhang, Min Wang
Learning Low-Rank Decomposition for Pan-Sharpening With Spatial-Spectral Offsets. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Min Wang, Kai Zhang, Xi Pan, Shuyuan Yang
Sparse tensor neighbor embedding based pan-sharpening via N-way block pursuit. Knowl. Based Syst. 149 (2018)
Shigang Wang, Min Wang, Shuyuan Yang, Kai Zhang
Salient Region Detection via Discriminative Dictionary Learning and Joint Bayesian Inference. IEEE Trans. Circuits Syst. Video Technol. 28 (5) (2018)
Kai Zhang, Min Wang, Shuyuan Yang
Multispectral and Hyperspectral Image Fusion Based on Group Spectral Embedding and Low-Rank Factorization. IEEE Trans. Geosci. Remote. Sens. 55 (3) (2017)
Hong Li, Fang Liu, Shuyuan Yang, Kai Zhang, Xiaomeng Su, Licheng Jiao
Refined Pan-Sharpening With NSCT and Hierarchical Sparse Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Kai Zhang, Min Wang, Shuyuan Yang, Yinghui Xing, Rong Qu
Fusion of Panchromatic and Multispectral Images via Coupled Sparse Non-Negative Matrix Factorization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Kai Zhang, Hong Li, Shuyuan Yang, Min Wang, Zhengkang Liu, Rong Qu, Licheng Jiao
Sparse Double-Geometric Nonlocal Mean image recovery via steerable kernel. Appl. Soft Comput. 33 (2015)