Xin Yuan

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 114

Top Venues

CoRR

IEEE Trans. Image Process.

ICIP

ICASSP

Publications

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Ce Zhu
Structured residual sparsity for video compressive sensing reconstruction. Signal Process. 222 (2024)
Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms. CoRR (2024)
Ping Wang, Lishun Wang, Xin Yuan
Deep Optics for Video Snapshot Compressive Imaging. CoRR (2024)
Kai Liu, Haotong Qin, Yong Guo, Xin Yuan, Linghe Kong, Guihai Chen, Yulun Zhang
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution. CoRR (2024)
Ping Wang, Yulun Zhang, Lishun Wang, Xin Yuan
Hierarchical Separable Video Transformer for Snapshot Compressive Imaging. CoRR (2024)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang, Ce Zhu
Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction. IEEE Trans. Cybern. 54 (5) (2024)
Jianqiao Sun, Yudi Su, Hao Zhang, Ziheng Cheng, Zequn Zeng, Zhengjue Wang, Bo Chen, Xin Yuan
SnapCap: Efficient Snapshot Compressive Video Captioning. CoRR (2024)
Ping Xu, Lei Liu, Haifeng Zheng, Xin Yuan, Chen Xu, Lingyun Xue
Degradation-Aware Dynamic Fourier-Based Network for Spectral Compressive Imaging. IEEE Trans. Multim. 26 (2024)
Wei He, Zongliang Wu, Naoto Yokoya, Xin Yuan
An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction. Inf. Fusion 111 (2024)
Zheng Chen, Haotong Qin, Yong Guo, Xiongfei Su, Xin Yuan, Linghe Kong, Yulun Zhang
Binarized Diffusion Model for Image Super-Resolution. CoRR (2024)
Xiao Ma, Xin Yuan, Gonzalo R. Arce
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks. IEEE Trans. Computational Imaging 9 (2023)
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
Universal Domain Adaptation for Remote Sensing Image Scene Classification. CoRR (2023)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Yilong Lu, Ce Zhu
Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zongliang Wu, Chengshuai Yang, Xiongfei Su, Xin Yuan
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging. Int. J. Comput. Vis. 131 (7) (2023)
X. Su, Y. Hong, Juntian Ye, F. Xu, Xin Yuan
Multi-scale Iterative Model-guided Unfolding Network for NLOS Reconstruction. Comput. Graph. Forum 42 (7) (2023)
Ziheng Cheng, Bo Chen, Ruiying Lu, Zhengjue Wang, Hao Zhang, Ziyi Meng, Xin Yuan
Recurrent Neural Networks for Snapshot Compressive Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Zheng Chen, Yulun Zhang, Jinjin Gu, Xin Yuan, Linghe Kong, Guihai Chen, Xiaokang Yang
Image Super-Resolution with Text Prompt Diffusion. CoRR (2023)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou, Ce Zhu
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling. IEEE Signal Process. Mag. 40 (1) (2023)
Ping Wang, Xin Yuan
SAUNet: Spatial-Attention Unfolding Network for Image Compressive Sensing. ACM Multimedia (2023)
Lishun Wang, Miao Cao, Yong Zhong, Xin Yuan
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
Universal Domain Adaptation for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tao Huang, Xin Yuan, Weisheng Dong, Jinjian Wu, Guangming Shi
Deep Gaussian Scale Mixture Prior for Image Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
Low-Rankness Guided Group Sparse Representation for Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision. Proc. IEEE 111 (12) (2023)
Siming Zheng, Xin Yuan
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging. ICCV (2023)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling. ICASSP (2023)
Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi
Reinforcement Learning for Adaptive Video Compressive Sensing. ACM Trans. Intell. Syst. Technol. 14 (5) (2023)
Yaping Zhao, Siming Zheng, Xin Yuan
Deep Equilibrium Models for Snapshot Compressive Imaging. AAAI (2023)
Jiale Zhang, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan
Accurate Image Restoration with Attention Retractable Transformer. ICLR (2023)
Ziyi Meng, Xin Yuan, Shirin Jalali
Deep Unfolding for Snapshot Compressive Imaging. Int. J. Comput. Vis. 131 (11) (2023)
Qingsong Xu, Xin Yuan, Chaojun Ouyang
Class-Aware Domain Adaptation for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Ce Zhu
Nonconvex Structural Sparsity Residual Constraint for Image Restoration. IEEE Trans. Cybern. 52 (11) (2022)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising. ICASSP (2022)
Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Lishun Wang, Zongliang Wu, Yong Zhong, Xin Yuan
Spectral Compressive Imaging Reconstruction Using Convolution and Spectral Contextual Transformer. CoRR (2022)
Xin Yuan, David J. Brady, Jinli Suo, Henry Arguello, Miguel Rodrigues, Aggelos K. Katsaggelos
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing. IEEE J. Sel. Top. Signal Process. 16 (4) (2022)
Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Henghui Ding, Yulun Zhang, Radu Timofte, Luc Van Gool
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging. NeurIPS (2022)
Yaping Zhao, Siming Zheng, Xin Yuan
Deep Equilibrium Models for Video Snapshot Compressive Imaging. CoRR (2022)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
A Hybrid Structural Sparsification Error Model for Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models. IEEE Trans. Image Process. 30 (2021)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Ce Zhu
Triply Complementary Priors for Image Restoration. IEEE Trans. Image Process. 30 (2021)
Mu Qiao, Yangyang Sun, Jiawei Ma, Ziyi Meng, Xuan Liu, Xin Yuan
Snapshot Coherence Tomographic Imaging. IEEE Trans. Computational Imaging 7 (2021)
Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing. CoRR (2021)
Siming Zheng, Chunyang Wang, Xin Yuan, Huolin L. Xin
Super-compression of large electron microscopy time series by deep compressive sensing learning. Patterns 2 (7) (2021)
Xin Yuan
Various Plug-and-Play Algorithms with Diverse Total Variation Methods for Video Snapshot Compressive Imaging. CICAI (2021)
Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging. ICCV (2021)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Low-Rank Regularized Joint Sparsity for Image Denoising. ICIP (2021)
Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging. CoRR (2021)
Wei He, Naoto Yokoya, Xin Yuan
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion. IEEE Trans. Image Process. 30 (2021)
Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution. ICCV (2021)
Shuowen Yang, Xiang Yan, Hanlin Qin, Qingjie Zeng, Yi Liang, Henry Arguello, Xin Yuan
Mid-Infrared Compressive Hyperspectral Imaging. Remote. Sens. 13 (4) (2021)
Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network. Int. J. Comput. Vis. 129 (12) (2021)
Xin Yuan, David J. Brady, Aggelos K. Katsaggelos
Snapshot Compressive Imaging: Theory, Algorithms, and Applications. IEEE Signal Process. Mag. 38 (2) (2021)
Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network. CoRR (2021)
Pravir Singh Gupta, Xin Yuan, Gwan Seong Choi
Drcas: Deep Restoration Network For Hardware Based Compressive Acquisition Scheme. ICIP (2020)
Peihao Yang, Linghe Kong, Xiao-Yang Liu, Xin Yuan, Guihai Chen
Shearlet Enhanced Snapshot Compressive Imaging. IEEE Trans. Image Process. 29 (2020)
Ziheng Cheng, Ruiying Lu, Zhengjue Wang, Hao Zhang, Bo Chen, Ziyi Meng, Xin Yuan
BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging. ECCV (24) (2020)
Chunhua Geng, Xin Yuan, Howard Huang
Exploiting Channel Correlations for NLOS ToA Localization With Multivariate Gaussian Mixture Models. IEEE Wirel. Commun. Lett. 9 (1) (2020)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Reconciliation Of Group Sparsity And Low-Rank Models For Image Restoration. ICME (2020)
Xin Yuan, Yang Liu, Jin-Li Suo, Qionghai Dai
Plug-and-Play Algorithms for Large-Scale Snapshot Compressive Imaging. CVPR (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
Image Restoration Using Joint Patch-Group-Based Sparse Representation. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
The Power of Triply Complementary Priors for Image Compressive Sensing. CoRR (2020)
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
A Hybrid Structural Sparse Error Model for Image Deblocking. ICASSP (2020)
Pei Peng, Shirin Jalali, Xin Yuan
Solving Inverse Problems via Auto-Encoders. IEEE J. Sel. Areas Inf. Theory 1 (1) (2020)
Xin Yuan, Yang Liu, Jin-Li Suo, Qionghai Dai
Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging. CoRR (2020)
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
The Power Of Triply Complementary Priors For Image Compressive Sensing. ICIP (2020)
Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng
Attention-Based Pyramid Network for Segmentation and Classification of High-Resolution and Hyperspectral Remote Sensing Images. Remote. Sens. 12 (21) (2020)
Xin Yuan, Raziel Haimi-Cohen
Image Compression Based on Compressive Sensing: End-to-End Comparison With JPEG. IEEE Trans. Multim. 22 (11) (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization. IEEE Trans. Image Process. 29 (2020)
Ziyi Meng, Jiawei Ma, Xin Yuan
End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention. ECCV (23) (2020)
Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng
Spatial-spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images. CoRR (2020)
Yang Liu, Xin Yuan, Jin-Li Suo, David J. Brady, Qionghai Dai
Rank Minimization for Snapshot Compressive Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 41 (12) (2019)
Jiawei Ma, Xiao-Yang Liu, Zheng Shou, Xin Yuan
Deep Tensor ADMM-Net for Snapshot Compressive Imaging. ICCV (2019)
Shirin Jalali, Xin Yuan
Using auto-encoders for solving ill-posed linear inverse problems. CoRR (2019)
Pravir Singh Gupta, Xin Yuan, Gwan Seong Choi
LISR: Image Super-resolution under Hardware Constraints. CoRR (2019)
Xin Miao, Xin Yuan, Yunchen Pu, Vassilis Athitsos
lambda-Net: Reconstruct Hyperspectral Images From a Snapshot Measurement. ICCV (2019)
Shirin Jalali, Xin Yuan
Snapshot Compressed Sensing: Performance Bounds and Algorithms. IEEE Trans. Inf. Theory 65 (12) (2019)
Shirin Jalali, Xin Yuan
Solving linear inverse problems using generative models. ISIT (2019)
Jin Ding, Minglei Yang, Baixiao Chen, Xin Yuan
A single triangular SS-EMVS aided high-accuracy DOA estimation using a multi-scale L-shaped sparse array. EURASIP J. Adv. Signal Process. 2019 (2019)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising. ICIP (2019)
Xinyuan Zhang, Xin Yuan, Lawrence Carin
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration. CVPR (2018)
Shirin Jalali, Xin Yuan
Snapshot compressed sensing: performance bounds and algorithms. CoRR (2018)
Xinyuan Zhang, Xin Yuan, Lawrence Carin
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration. CoRR (2018)
Zhiyuan Zha, Xin Yuan, Tao Yue, Jiaotao Zhou
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Denoising. CoRR (2018)
Minglei Yang, Lei Sun, Xin Yuan, Baixiao Chen
A New Nested MIMO Array With Increased Degrees of Freedom and Hole-Free Difference Coarray. IEEE Signal Process. Lett. 25 (1) (2018)
Shirin Jalali, Xin Yuan
Compressive Imaging Via One-Shot Measurements. ISIT (2018)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
Group Sparsity Residual with Non-Local Samples for Image Denoising. ICASSP (2018)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
Joint Patch-Group Based Sparse Representation for Image Inpainting. ACML (2018)
Yang Liu, Xin Yuan, Jin-Li Suo, David J. Brady, Qionghai Dai
Rank Minimization for Snapshot Compressive Imaging. CoRR (2018)
Minglei Yang, Alexander M. Haimovich, Xin Yuan, Lei Sun, Baixiao Chen
A Unified Array Geometry Composed of Multiple Identical Subarrays With Hole-Free Difference Coarrays for Underdetermined DOA Estimation. IEEE Access 6 (2018)
Minglei Yang, Jin Ding, Baixiao Chen, Xin Yuan
A Multiscale Sparse Array of Spatially Spread Electromagnetic-Vector-Sensors for Direction Finding and Polarization Estimation. IEEE Access 6 (2018)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
Group Sparsity Residual with Non-Local Samples for Image Denoising. CoRR (2018)
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Xin Liu, Lan Tang, Xin Yuan
nuclear norm based ADMM framework for image restoration. Neurocomputing 311 (2018)
Xin Yuan
Adaptive step-size iterative algorithm for sparse signal recovery. Signal Process. 152 (2018)
Shaohui Mei, Xin Yuan, Jingyu Ji, Shuai Wan, Junhui Hou, Qian Du
Hyperspectral image super-resolution via convolutional neural network. ICIP (2017)
Xin Yuan, Gang Huang, Hong Jiang, Paul A. Wilford
Block-wise lensless compressive camera. ICIP (2017)
Xin Yuan, Yunchen Pu
Convolutional factor analysis inspired compressive sensing. ICIP (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xin Yuan