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Nonlinear Intensity Sonar Image Matching based on Deep Convolution Features


Nov 17, 2021
Xiaoteng Zhou, Changli Yu, Xin Yuan, Yi Wu, Haijun Feng, Citong Luo

* 5 pages,7 figures,conference 

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Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction


Nov 15, 2021
Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool

* Transformer, Snapshot Compressive Imaging, Hyperspectral Image Reconstruction 

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Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision


Sep 18, 2021
Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai


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Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network


Sep 11, 2021
Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan


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A New Backbone for Hyperspectral Image Reconstruction


Sep 09, 2021
Jiamian Wang, Yulun Zhang, Xin Yuan, Yun Fu, Zhiqiang Tao

* add references 

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Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging


Aug 28, 2021
Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan

* ICCV 2021 

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A Matching Algorithm based on Image Attribute Transfer and Local Features for Underwater Acoustic and Optical Images


Aug 27, 2021
Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo


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Deep Denoising Method for Side Scan Sonar Images without High-quality Reference Data


Aug 27, 2021
Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo


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Matching Underwater Sonar Images by the Learned Descriptor Based on Style Transfer Method


Aug 27, 2021
Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo


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10-mega pixel snapshot compressive imaging with a hybrid coded aperture


Jun 30, 2021
Zhihong Zhang, Chao Deng, Yang Liu, Xin Yuan, Jinli Suo, Qionghai Dai

* 15 pages 

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Reinforcement Learning for Adaptive Video Compressive Sensing


May 18, 2021
Sidi Lu, Xin Yuan, Aggelos K Katsaggelos, Weisong Shi

* 12 pages, 11 figures, 2 tables 

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Multimodal Contrastive Training for Visual Representation Learning


Apr 26, 2021
Xin Yuan, Zhe Lin, Jason Kuen, Jianming Zhang, Yilin Wang, Michael Maire, Ajinkya Kale, Baldo Faieta


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Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution


Apr 07, 2021
Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai


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Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging


Mar 30, 2021
Tao Huang, Weisheng Dong, Xin Yuan, Jinjian Wu, Guangming Shi

* 10 pages, 8 figures, CVPR 2021 

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Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications


Mar 07, 2021
Xin Yuan, David J. Brady, Aggelos K. Katsaggelos

* in IEEE Signal Processing Magazine, vol. 38, no. 2, pp. 65-88, March 2021 
* Extension of X. Yuan, D. J. Brady and A. K. Katsaggelos, "Snapshot Compressive Imaging: Theory, Algorithms, and Applications," in IEEE Signal Processing Magazine, vol. 38, no. 2, pp. 65-88, March 2021, doi: 10.1109/MSP.2020.3023869 

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Memory-Efficient Network for Large-scale Video Compressive Sensing


Mar 05, 2021
Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan


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MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing


Mar 02, 2021
Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan

* 12 pages, 6 figures, CVPR 2021 

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Plug-and-Play Algorithms for Video Snapshot Compressive Imaging


Jan 13, 2021
Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai

* 18 pages, 12 figures and 4 tables. Journal extension of arXiv:2003.13654. Code available at https://github.com/liuyang12/PnP-SCI_python 

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Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging


Dec 30, 2020
Wei He, Naoto Yokoya, Xin Yuan


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Re-identification = Retrieval + Verification: Back to Essence and Forward with a New Metric


Nov 23, 2020
Zheng Wang, Xin Yuan, Toshihiko Yamasaki, Yutian Lin, Xin Xu, Wenjun Zeng

* 10 pages, 3 figures 

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Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images


Aug 20, 2020
Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng


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Growing Efficient Deep Networks by Structured Continuous Sparsification


Jul 30, 2020
Xin Yuan, Pedro Savarese, Michael Maire


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Various Total Variation for Snapshot Video Compressive Imaging


May 16, 2020
Xin Yuan

* 5 pages, 4 figures 

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The Power of Triply Complementary Priors for Image Compressive Sensing


May 16, 2020
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu

* 2020 International Conference on Image Processing 

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Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging


Mar 30, 2020
Xin Yuan, Yang Liu, Jinli Suo, Qionghai Dai

* CVPR 2020 

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Dense Color Constancy with Effective Edge Augmentation


Nov 17, 2019
Yilang Zhang, Zheng Wei, Jian Wang, Xin Yuan

* 4 figures and 2 tables 

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LISR: Image Super-resolution under Hardware Constraints


Sep 23, 2019
Pravir Singh Gupta, Xin Yuan, Gwan Seong Choi


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