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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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Spatial-Angular Attention Network for Light Field Reconstruction

Jul 05, 2020
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai

* 12 pages, 10 figures and 5 tables 

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Zoom in to the details of human-centric videos

May 27, 2020
Guanghan Li, Yaping Zhao, Mengqi Ji, Xiaoyun Yuan, Lu Fang

* 5 pages, 6 figures, accepted for presentation at IEEE ICIP 2020 

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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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MulayCap: Multi-layer Human Performance Capture Using A Monocular Video Camera

Apr 19, 2020
Zhaoqi Su, Weilin Wan, Tao Yu, Lingjie Liu, Lu Fang, Wenping Wang, Yebin Liu


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OccuSeg: Occupancy-aware 3D Instance Segmentation

Apr 08, 2020
Lei Han, Tian Zheng, Lan Xu, Lu Fang

* CVPR 2020, video this https URL https://youtu.be/co7y6LQ7Kqc 

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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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PyTorch: An Imperative Style, High-Performance Deep Learning Library

Dec 03, 2019
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Yang, Zach DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, Soumith Chintala

* 12 pages, 3 figures, NeurIPS 2019 

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EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera

Aug 30, 2019
Lan Xu, Weipeng Xu, Vladislav Golyanik, Marc Habermann, Lu Fang, Christian Theobalt

* 10 pages, 11 figures, 2 tables 

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LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction

Feb 17, 2019
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai

* 10 pages, 8 figures, 4 tables 

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SPI-Optimizer: an integral-Separated PI Controller for Stochastic Optimization

Dec 29, 2018
Dan Wang, Mengqi Ji, Yong Wang, Haoqian Wang, Lu Fang


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RegNet: Learning the Optimization of Direct Image-to-Image Pose Registration

Dec 26, 2018
Lei Han, Mengqi Ji, Lu Fang, Matthias Nießner

* 8 pages, 6 figures 

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CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping

Jul 27, 2018
Haitian Zheng, Mengqi Ji, Haoqian Wang, Yebin Liu, Lu Fang

* To be appeared in ECCV 2018 

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Beyond SIFT using Binary features for Loop Closure Detection

Sep 18, 2017
Lei Han, Guyue Zhou, Lan Xu, Lu Fang

* IROS 2017 paper for loop closure detection 

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SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis

Aug 05, 2017
Mengqi Ji, Juergen Gall, Haitian Zheng, Yebin Liu, Lu Fang

* 2017 iccv poster 

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MILD: Multi-Index hashing for Loop closure Detection

Feb 28, 2017
Lei Han, Lu Fang

* 6 pages, 5 figures; accepted by IEEE ICME 2017 

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Utilizing High-level Visual Feature for Indoor Shopping Mall Navigation

Feb 18, 2017
Ziwei Xu, Haitian Zheng, Minjian Pang, Yangchun Zhu, Xiongfei Su, Guyue Zhou, Lu Fang


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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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Deep Learning for Surface Material Classification Using Haptic And Visual Information

May 01, 2016
Haitian Zheng, Lu Fang, Mengqi Ji, Matti Strese, Yigitcan Ozer, Eckehard Steinbach

* 8 pages, under review as a paper at Transactions on Multimedia 

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Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation

Nov 22, 2015
Haitian Zheng, Yebin Liu, Mengqi Ji, Feng Wu, Lu Fang

* 9 pages 

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