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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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Imaging dynamics beneath turbid media via parallelized single-photon detection


Jul 22, 2021
Shiqi Xu, Xi Yang, Wenhui Liu, Joakim Jonsson, Ruobing Qian, Pavan Chandra Konda, Kevin C. Zhou, Qionghai Dai, Haoqian Wang, Edouard Berrocal, Roarke Horstmeyer


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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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Prostate cancer histopathology with label-free multispectral deep UV microscopy quantifies phenotypes of tumor grade and aggressiveness


Jun 01, 2021
Soheil Soltani, Ashkan Ojaghi, Hui Qiao, Nischita Kaza, Xinyang Li, Qionghai Dai, Adeboye O Osunkoya, Francisco E Robles


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Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors


May 06, 2021
Tao Yu, Zerong Zheng, Kaiwen Guo, Pengpeng Liu, Qionghai Dai, Yebin Liu

* CVPR 2021 Oral Paper, Project Page: http://www.liuyebin.com/Function4D/Function4D.html, THuman2.0 dataset available. Youtube: https://www.youtube.com/watch?v=-rWUn4fEQNU&t=126s 

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DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras


May 01, 2021
Yang Zheng, Ruizhi Shao, Yuxiang Zhang, Tao Yu, Zerong Zheng, Qionghai Dai, Yebin Liu


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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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Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications


Mar 24, 2021
Gaochang Wu, Yebin Liu, Lu Fang, Qionghai Dai, Tianyou Chai

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 
* Published in IEEE TPAMI, 2019 

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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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PoNA: Pose-guided Non-local Attention for Human Pose Transfer


Dec 13, 2020
Kun Li, Jinsong Zhang, Yebin Liu, Yu-Kun Lai, Qionghai Dai

* IEEE Transactions on Image Processing (2020), Volume 29 
* 16 pages, 14 figures 

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Vehicle Reconstruction and Texture Estimation Using Deep Implicit Semantic Template Mapping


Nov 30, 2020
Xiaochen Zhao, Zerong Zheng, Chaonan Ji, Zhenyi Liu, Yirui Luo, Tao Yu, Jinli Suo, Qionghai Dai, Yebin Liu


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Deep Implicit Templates for 3D Shape Representation


Nov 30, 2020
Zerong Zheng, Tao Yu, Qionghai Dai, Yebin Liu


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Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit


Aug 26, 2020
Tiankuang Zhou, Xing Lin, Jiamin Wu, Yitong Chen, Hao Xie, Yipeng Li, Jintao Fan, Huaqiang Wu, Lu Fang, Qionghai Dai


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PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction


Jul 08, 2020
Zerong Zheng, Tao Yu, Yebin Liu, Qionghai Dai


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SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis


May 26, 2020
Mengqi Ji, Jinzhi Zhang, Qionghai Dai, Lu Fang

* 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 
* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), May 2020 

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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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PANDA: A Gigapixel-level Human-centric Video Dataset


Mar 10, 2020
Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J Brady, Qionghai Dai, Lu Fang

* Accepted by IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2020 

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Semi-Supervised Self-Growing Generative Adversarial Networks for Image Recognition


Aug 11, 2019
Haoqian Wang, Zhiwei Xu, Jun Xu, Wangpeng An, Lei Zhang, Qionghai Dai

* 13 pages, 11 figures, 8 tables. arXiv admin note: text overlap with arXiv:1606.03498 by other authors 

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DeepHuman: 3D Human Reconstruction from a Single Image


Mar 28, 2019
Zerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai, Yebin Liu


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SimulCap : Single-View Human Performance Capture with Cloth Simulation


Mar 18, 2019
Tao Yu, Zerong Zheng, Yuan Zhong, Jianhui Zhao, Qionghai Dai, Gerard Pons-Moll, Yebin Liu

* CVPR 2019 

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Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation


Dec 11, 2018
Xiu Li, Yebin Liu, Hanbyul Joo, Qionghai Dai, Yaser Sheikh

* Withdraw due to incomplete experiment 

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Rank Minimization for Snapshot Compressive Imaging


Jul 20, 2018
Yang Liu, Xin Yuan, Jinli Suo, David J. Brady, Qionghai Dai

* 18 pages, 21 figures, and 2 tables. Code available at https://github.com/liuyang12/DeSCI 

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DoubleFusion: Real-time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor


Apr 17, 2018
Tao Yu, Zerong Zheng, Kaiwen Guo, Jianhui Zhao, Qionghai Dai, Hao Li, Gerard Pons-Moll, Yebin Liu

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018 

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Experimental comparison of single-pixel imaging algorithms


Oct 24, 2017
Liheng Bian, Jinli Suo, Qionghai Dai, Feng Chen


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FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras


Nov 29, 2016
Lan Xu, Lu Fang, Wei Cheng, Kaiwen Guo, Guyue Zhou, Qionghai Dai, Yebin Liu

* This paper has been withdrawn by the author due to a crucial sign error 

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Fourier ptychographic reconstruction using Poisson maximum likelihood and truncated Wirtinger gradient


Mar 01, 2016
Liheng Bian, Jinli Suo, Jaebum Chung, Xiaoze Ou, Changhuei Yang, Feng Chen, Qionghai Dai


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Scene-adaptive Coded Apertures Imaging


Dec 18, 2015
Xuehui Wang, Jinli Suo, Jingyi Yu, Yongdong Zhang, Qionghai Dai

* This paper has been withdrawn by the author due to bad motivation proof and poor experiment performance 

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Fast and High Quality Highlight Removal from A Single Image


Dec 01, 2015
Dongsheng An, Jinli Suo, Xiangyang Ji, Haoqian Wang, Qionghai Dai

* 11 pages, 10 figures, submitted to IEEE TIP 

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Sampling-based Causal Inference in Cue Combination and its Neural Implementation


Sep 03, 2015
Zhaofei Yu, Feng Chen, Jianwu Dong, Qionghai Dai


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