A novel fuzzy compensation multi-class support vector machine. - Yong Zhang 030; Zhongxian Chi; Xiao-Dan Liu; Xiang-Hai Wang 001 (Appl. Intell., 2007)

Research on Motion Vector Accuracy in Overcomplete Wavelet-Domain Scalable Video Coding Based on Human Visual System Characteristics. - Chuanming Song 001; Xiang-Hai Wang 001; Fuyan Zhang (ICYCS, 2008)

Binary Alpha-Plane Assisted Fast Motion Estimation of Video Objects in Wavelet Domain. - Chuanming Song 001; Xiang-Hai Wang 001; Yanwen Guo 001; Fuyan Zhang (DCC, 2009)

A New Contourlet-Domain Based Image Watermarking Scheme Resilient to Geometrical Attacks. - Ou-Jun Lou; Xiang-Hai Wang 001; Zheng-Xuan Wang (Int. J. Wavelets Multiresolution Inf. Process., 2009)

Visually Lossless Accuracy of Motion Vector in Overcomplete Wavelet-based Scalable Video Coding. - Chuanming Song 001; Xiang-Hai Wang 001; Fuyan Zhang (J. Comput., 2009)

Contourlet HMT model with directional feature. - Xiang-Hai Wang 001; Mingying Chen; Chuanming Song 001; Mengchun Xu; Lingling Fang (Sci. China Inf. Sci., 2012)

Fuzzy quantization based bit transform for low bit-resolution motion estimation. - Chuanming Song 001; Yanwen Guo 001; Xiang-Hai Wang 001; Dan Liu (Signal Process. Image Commun., 2013)

A total variation model based on edge adaptive guiding function for remote sensing image de-noising. - Xiang-Hai Wang 001; Yingnan Liu; Hongwei Zhang; Lingling Fang (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Image segmentation model based on adaptive adjustment of global and local information. - Xiang-Hai Wang 001; Ruoxi Song; Chong Zhang; Chang Li; Lingling Fang (Int. J. Imaging Syst. Technol., 2016)

Remote sensing image segmentation using active contours based on intercorrelation of nonsubsampled contourlet coefficients. - Lingling Fang; Xiang-Hai Wang 001; Yang Sun; Kainan Xu (J. Electronic Imaging, 2016)

Adaptable active contour model with applications to infrared ship target segmentation. - Lingling Fang; Xiang-Hai Wang 001; Yu Wan 005 (J. Electronic Imaging, 2016)

A multi-object image segmentation C-V model based on region division and gradient guide. - Xiang-Hai Wang 001; Yu Wan 005; Rui Li; Jinling Wang 001; Lingling Fang (J. Vis. Commun. Image Represent., 2016)

Lane Boundary Detection Algorithm Based on Vector Fuzzy Connectedness. - Lingling Fang; Xiang-Hai Wang 001 (Cogn. Comput., 2017)

Secure variable-capacity self-recovery watermarking scheme. - Hui Shi; XiangHai Wang 001; Mingchu Li; Jun Bai; Bin Feng 002 (Multim. Tools Appl., 2017)

The NSCT-HMT Model of Remote Sensing Image Based on Gaussian-Cauchy Mixture Distribution. - Xiang-Hai Wang 001; Ruoxi Song; Chuanming Song 001; Jingzhe Tao (IEEE Access, 2018)

A salt and pepper noise image denoising method based on the generative classification. - Bo Fu 001; Xiao-Yang Zhao 003; Yong-Gong Ren; Ximing Li 002; Xiang-Hai Wang 001 (CoRR, 2018)

A Convolutional Neural Networks Denoising Approach for Salt and Pepper Noise. - Bo Fu 001; Xiao-Yang Zhao 003; Yi Li; Xiang-Hai Wang 001; Yong-Gong Ren (CoRR, 2018)

Wavelet Video Coding Algorithm Based on Energy Weighted Significance Probability Balancing Tree. - Chuan-Ming Song 001; Bo Fu 001; Xiang-Hai Wang 001; Ming-Zhe Fu (CoRR, 2018)

Image Super-Resolution Using TV Priori Guided Convolutional Network. - Bo Fu 001; Yi Li; Xiang-Hai Wang 001 (CoRR, 2018)

Remote sensing image magnification study based on the adaptive mixture diffusion model. - Xiang-Hai Wang 001; Ruoxi Song; Aidi Zhang; Xinnan Ai; Jingzhe Tao (Inf. Sci., 2018)

The PAN and MS Image Pansharpening Algorithm Based on Adaptive Neural Network and Sparse Representation in the NSST Domain. - Xiang-Hai Wang 001; Shifu Bai; Zhi Li; Ruoxi Song; Jingzhe Tao (IEEE Access, 2019)

The UDWT image denoising method based on the PDE model of a convexity-preserving diffusion function. - XiangHai Wang 001; Wenya Zhang; Rui Li; Ruoxi Song (EURASIP J. Image Video Process., 2019)

Fast hierarchical wavelet-domain motion estimation for arbitrarily shaped visual objects. - Chuan-Ming Song 001; Xiang-Hai Wang 001; Bao-Cai Yin; Ding-Kun Liu (Inf. Sci., 2019)

Patch-based contour prior image denoising for salt and pepper noise. - Bo Fu 001; Xiaoyang Zhao 003; Yi Li; XiangHai Wang 001 (Multim. Tools Appl., 2019)

A convolutional neural networks denoising approach for salt and pepper noise. - Bo Fu 001; Xiaoyang Zhao 003; Yi Li; XiangHai Wang 001; Yonggong Ren (Multim. Tools Appl., 2019)

A salt and pepper noise image denoising method based on the generative classification. - Bo Fu 001; Xiaoyang Zhao 003; Chuanming Song 001; Ximing Li 002; Xiang-Hai Wang 001 (Multim. Tools Appl., 2019)

A wavelet video coding algorithm with balanced significance probability tree based on energy weighting. - Chuan-Ming Song 001; Bo Fu 001; Xiang-Hai Wang 001; Ming-Zhe Fu (Multim. Tools Appl., 2019)

An adaptable active contour model for medical image segmentation based on region and edge information. - XiangHai Wang 001; Wei Li; Chong Zhang; Wanqi Lou; Ruoxi Song (Multim. Tools Appl., 2019)

Segmentation model for hyperspectral remote sensing images based on spectral angle constrained active contour. - Xiang-Hai Wang 001; Zhi Li; Xia Zhou; Jingzhe Tao (Multim. Tools Appl., 2019)

A NSST Pansharpening method based on directional neighborhood correlation and tree structure matching. - Xiang-Hai Wang 001; Jingzhe Tao; Yutong Shen; Shifu Bai; Chuanming Song 001 (Multim. Tools Appl., 2019)

Image super-resolution using TV priori guided convolutional network. - Bo Fu 001; Yi Li; Xiang-Hai Wang 001; Yong-gong Ren (Pattern Recognit. Lett., 2019)

NSST and vector-valued C-V model based image segmentation algorithm. - XiangHai Wang 001; Xiaoyang Zhao 003; Yihuan Zhu; Xin Su (IET Image Process., 2020)

Image classification with an RGB-channel nonsubsampled contourlet transform and a convolutional neural network. - Lingling Fang; Hanyu Zhang; Jiaxin Zhou; XiangHai Wang 001 (Neurocomputing, 2020)

An image NSCT-HMT model based on copula entropy multivariate Gaussian scale mixtures. - XiangHai Wang 001; Ruoxi Song; Zhenhua Mu; Chuanming Song 001 (Knowl. Based Syst., 2020)

A Hyperspectral Image NSST-HMF Model and Its Application in HS-Pansharpening. - XiangHai Wang 001; Zhenhua Mu; Ruoxi Song; Jingzhe Tao; Chuanming Song 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

A Novel Hyperspectral Image Change Detection Framework Based on 3D-Wavelet Domain Active Convolutional Neural Network. - XiangHai Wang 001; Chengdi Xing; Yining Feng; Ruoxi Song; Zhenhua Mu (IGARSS, 2021)

Hyperspectral image sparse reconstruction model based on collaborative multidimensional correlation. - XiangHai Wang 001; Shun Wang; Yetao Li; Shicheng Xie; Jingzhe Tao; Derui Song (Appl. Soft Comput., 2021)

The PAN and MS image fusion algorithm based on adaptive guided filtering and gradient information regulation. - XiangHai Wang 001; Shifu Bai; Zhi Li; Yuanqi Sui; Jingzhe Tao (Inf. Sci., 2021)

Hyperspectral image change detection based on active convolutional neural network and spatial-spectral affinity graph learning. - Ruoxi Song; Yining Feng; Chengdi Xing; Zhenhua Mu; XiangHai Wang 001 (Appl. Soft Comput., 2022)

Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data. - XiangHai Wang 001; Yining Feng; Ruoxi Song; Zhenhua Mu; Chuanming Song 001 (Inf. Fusion, 2022)

Fast elastic motion estimation with improved Levenberg-Marquardt optimization. - Chuan-Ming Song 001; Xin Min; Shiqi Sun; Xiang-Hai Wang 001; Bao-Cai Yin (Inf. Sci., 2022)

CSANet: Cross-Temporal Interaction Symmetric Attention Network for Hyperspectral Image Change Detection. - Ruoxi Song; Weihan Ni; Wei Cheng; Xiang-Hai Wang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

MS-Pansharpening Algorithm Based on Dual Constraint Guided Filtering. - Xiang-Hai Wang 001; Zhenhua Mu; Shifu Bai; Yining Feng; Ruoxi Song (Remote. Sens., 2022)

Hyperspectral Image Reconstruction Based on Spatial-Spectral Domains Low-Rank Sparse Representation. - Shicheng Xie; Shun Wang; Chuanming Song 001; Xiang-Hai Wang 001 (Remote. Sens., 2022)

CSDBF: Dual-Branch Framework Based on Temporal-Spatial Joint Graph Attention With Complement Strategy for Hyperspectral Image Change Detection. - XiangHai Wang 001; Keyun Zhao; Xiaoyang Zhao 003; Siyao Li (IEEE Trans. Geosci. Remote. Sens., 2022)

BS2T: Bottleneck Spatial-Spectral Transformer for Hyperspectral Image Classification. - Ruoxi Song; Yining Feng; Wei Cheng; Zhenhua Mu; Xiang-Hai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Pan-Sharpening Framework Based on Multiscale Entropy Level Matching and Its Application. - Jingzhe Tao; Chuanming Song 001; Derui Song; Xiang-Hai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

FSL-Unet: Full-Scale Linked Unet With Spatial-Spectral Joint Perceptual Attention for Hyperspectral and Multispectral Image Fusion. - Xiang-Hai Wang 001; Xinying Wang 005; Keyun Zhao; Xiaoyang Zhao 003; Chuanming Song 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Novel Semi-Supervised Long-Tailed Learning Framework With Spatial Neighborhood Information for Hyperspectral Image Classification. - Yining Feng; Ruoxi Song; Weihan Ni; Junheng Zhu; Xiang-Hai Wang 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection. - Xiang-Hai Wang 001; Weihan Ni; Yining Feng; Liyang Song (IEEE Geosci. Remote. Sens. Lett., 2023)

GTMSiam: Gated Transmitting-Based Multiscale Siamese Network for Hyperspectral Image Change Detection. - Xiang-Hai Wang 001; Keyun Zhao; Xiao-Yang Zhao 003; Siyao Li (IEEE Geosci. Remote. Sens. Lett., 2023)

DSHFNet: Dynamic Scale Hierarchical Fusion Network Based on Multiattention for Hyperspectral Image and LiDAR Data Classification. - Yining Feng; Liyang Song; Lu Wang 043; Xiang-Hai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

SS-INR: Spatial-Spectral Implicit Neural Representation Network for Hyperspectral and Multispectral Image Fusion. - Xinying Wang 005; Cheng Cheng; Shenglan Liu 001; Ruoxi Song; Xiang-Hai Wang 001; Lin Feng 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

BiG-FSLF: A Cross Heterogeneous Domain Few-Shot Learning Framework Based on Bidirectional Generation for Hyperspectral Image Change Detection. - Xiang-Hai Wang 001; Siyao Li; Xiao-Yang Zhao 003; Keyun Zhao (IEEE Trans. Geosci. Remote. Sens., 2023)

TriTF: A Triplet Transformer Framework Based on Parents and Brother Attention for Hyperspectral Image Change Detection. - Xiang-Hai Wang 001; Keyun Zhao; Xiao-Yang Zhao 003; Siyao Li (IEEE Trans. Geosci. Remote. Sens., 2023)

GeSANet: Geospatial-Awareness Network for VHR Remote Sensing Image Change Detection. - Xiao-Yang Zhao 003; Keyun Zhao; Siyao Li; Xiang-Hai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

SI2FM: SID Isolation Double Forest Model for Hyperspectral Anomaly Detection. - Zhenhua Mu; Ming Wang; Yihan Wang; Ruoxi Song; Xianghai Wang 001 (Remote. Sens., 2023)

TSCNet: Topological Structure Coupling Network for Change Detection of Heterogeneous Remote Sensing Images. - Xianghai Wang 001; Wei Cheng; Yining Feng; Ruoxi Song (Remote. Sens., 2023)

MCT-Net: Multi-hierarchical cross transformer for hyperspectral and multispectral image fusion. - Xiang-Hai Wang 001; Xinying Wang 005; Ruoxi Song; Xiao-Yang Zhao 003; Keyun Zhao (Knowl. Based Syst., 2023)

Log-Gabor directional region entropy adaptive guided filtering for multispectral pansharpening. - Xianghai Wang 001; Zhenhua Mu; Shifu Bai; Ming Wang; Ruoxi Song; Jingzhe Tao; Chuanming Song 001 (Appl. Intell., 2023)

TUnet-LBF: Retinal fundus image fine segmentation model based on transformer Unet network and LBF. - Hanyu Zhang; Weihan Ni; Yi Luo; Yining Feng; Ruoxi Song; Xiang-Hai Wang 001 (Comput. Biol. Medicine, 2023)

DLRW: Dual-Link Weight Random Walk Model for Aquaculture Boundary Extraction by Single-Polarized SAR Imagery. - Derui Song; Cheng Zhu; Jingzhe Tao; Xiaofei Shi; Xiang-Hai Wang 001 (Remote. Sens., 2023)

FSSBP: Fast Spatial-Spectral Back Projection Based on Pan-Sharpening Iterative Optimization. - Jingzhe Tao; Weihan Ni; Chuanming Song 001; Xianghai Wang 001 (Remote. Sens., 2023)

FCAE-AD: Full Convolutional Autoencoder Based on Attention Gate for Hyperspectral Anomaly Detection. - Xiang-Hai Wang 001; Yihan Wang; Zhenhua Mu; Ming Wang (Remote. Sens., 2023)

DMF2Net: Dynamic multi-level feature fusion network for heterogeneous remote sensing image change detection. - Wei Cheng; Yining Feng; Liyang Song; Xiang-Hai Wang 001 (Knowl. Based Syst., 2024)

MS2CANet: Multiscale Spatial-Spectral Cross-Modal Attention Network for Hyperspectral Image and LiDAR Classification. - Xiang-Hai Wang 001; Junheng Zhu; Yining Feng; Lu Wang 043 (IEEE Geosci. Remote. Sens. Lett., 2024)

MCFT: Multimodal Contrastive Fusion Transformer for Classification of Hyperspectral Image and LiDAR Data. - Yining Feng; Jiarui Jin; Yin Yin; Chuanming Song 001; Xiang-Hai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

MPDA: Multivariate Probability Distribution Autoencoder for Hyperspectral Anomaly Detection. - Zhenhua Mu; Yihan Wang; Yating Zhang; Chuanming Song 001; XiangHai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Subspace Dynamic Combined Sparsity-Based Hyper-Sharpening for Diverse Auxiliary Images. - Jingzhe Tao; Yining Feng; Liyang Song; Chuanming Song 001; Xianghai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Interdomain Collaboration Between Hyperspectral and VHR Remote Sensing Images: A Cross-Scene Few-Shot Learning Framework for Change Detection. - XiangHai Wang 001; Siyao Li; Xiaoyang Zhao 003; Yuetong Zhao (IEEE Trans. Geosci. Remote. Sens., 2024)

GTransCD: Graph Transformer-Guided Multitemporal Information United Framework for Hyperspectral Image Change Detection. - Xiao-Yang Zhao 003; Siyao Li; Tingting Geng; Xiang-Hai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

GaMPF: A Full-Scale Gated Message Passing Framework Based on Collaborative Estimation for VHR Remote Sensing Image Change Detection. - Xiaoyang Zhao 003; Keyun Zhao; Siyao Li; Chuanming Song 001; Xiang-Hai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification. - Yining Feng; Junheng Zhu; Ruoxi Song; Xiang-Hai Wang 001 (Knowl. Based Syst., 2024)

An image quality-aware approach with adaptive scattering coefficients for single image dehazing. - Chuanming Song 001; Shuang Liu; Xiaohong Yan; Xianghai Wang 001 (Multim. Tools Appl., 2024)

Medical image segmentation model based on caputo fractional differential. - Wenya Zhang; Yining Feng; Fang Lü; Chuanming Song 001; Xiang-Hai Wang 001 (Multim. Tools Appl., 2024)

MsFNet: Multi-Scale Fusion Network Based on Dynamic Spectral Features for Multi-Temporal Hyperspectral Image Change Detection. - Yining Feng; Weihan Ni; Liyang Song; Xianghai Wang 001 (Remote. Sens., 2024)

Heterogeneous remote sensing image change detection network based on multi-scale feature modal transformation. - Wei Cheng; Yining Feng; Yicen Sun; Xianghai Wang 001 (Appl. Soft Comput., 2025)

A semi-supervised multi-source remote sensing image classification network based on adaptive pseudo-label generation. - Yining Feng; Lu Wang 043; Jiarui Jin; XiangHai Wang 001 (Appl. Soft Comput., 2025)

Pseudo-label generation guided semi-supervised network for hyperspectral image and LiDAR data classification. - Xianghai Wang 001; Lu Wang 043; Yining Feng; Wei Cheng (Expert Syst. Appl., 2025)

S3-Net: Learning spectral-spatio self-similarity for hyperspectral image super-resolution. - Xinying Wang 005; Zhixiong Huang; Jiawen Zhu; Xianghai Wang 001; Lin Feng 001 (Neural Networks, 2025)

EXP-PnP: General Extended Model for Detail-Injected Pan-Sharpening With Plug-and-Play Residual Optimization. - Jingzhe Tao; Tingting Geng; Chunmei Han; Siyao Li; Chuanming Song 001; Xianghai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Patch- and Class-Wise Hyperspectral Knowledge Learning: A Composite Consistency-Constrained Self-Ensemble Framework for Change Detection. - Xiao-Yang Zhao 003; Siyao Li; Xinyue Liu; Chuanming Song 001; XiangHai Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

TRSD: tensor spatial reconstruction and spectral metric decision fusion for hyperspectral anomaly detection with noise. - Zhenhua Mu; Yihan Wang; Xiang-Hai Wang 001 (Appl. Intell., 2025)

Adaptive Total-Variation and Nonconvex Low-Rank Model for Image Denoising. - Li Fang; Xiang-Hai Wang 001 (Int. J. Image Graph., 2025)

S3F2Net: Spatial-Spectral-Structural Feature Fusion Network for Hyperspectral Image and LiDAR Data Classification. - Xianghai Wang 001; Liyang Song; Yining Feng; Junheng Zhu (IEEE Trans. Circuits Syst. Video Technol., 2025)