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Lighting, Reflectance and Geometry Estimation from 360$^{\circ}$ Panoramic Stereo


Apr 20, 2021
Junxuan Li, Hongdong Li, Yasuyuki Matsushita

* Accepted to CVPR 2021. Codes in: https://github.com/junxuan-li/LRG_360Panoramic 

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One Ring to Rule Them All: a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet


Apr 11, 2021
Ziang Cheng, Hongdong Li, Richard Hartley, Yinqiang Zheng, Imari Sato


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Learning to Estimate Hidden Motions with Global Motion Aggregation


Apr 06, 2021
Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard Hartley


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Learning Optical Flow from a Few Matches


Apr 05, 2021
Shihao Jiang, Yao Lu, Hongdong Li, Richard Hartley

* Accepted to CVPR 2021 

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Self-Supervised Visibility Learning for Novel View Synthesis


Apr 04, 2021
Yujiao Shi, Hongdong Li, Xin Yu

* accepted to CVPR2021 

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Deep Two-View Structure-from-Motion Revisited


Apr 01, 2021
Jianyuan Wang, Yiran Zhong, Yuchao Dai, Stan Birchfield, Kaihao Zhang, Nikolai Smolyanskiy, Hongdong Li

* Accepted at CVPR 2021; Yiran Zhong and Jianyuan Wang contribute equally to this work and the name listed in alphabetical order 

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Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework


Mar 23, 2021
Kaihao Zhang, Dongxu Li, Wenhan Luo, Wen-Yan Lin, Fang Zhao, Wenqi Ren, Wei Liu, Hongdong Li


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Deep Dense Multi-scale Network for Snow Removal Using Semantic and Geometric Priors


Mar 21, 2021
Kaihao Zhang, Rongqing Li, Yanjiang Yu, Wenhan Luo, Changsheng Li, Hongdong Li


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Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal


Mar 12, 2021
Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Lin Ma, Hongdong Li


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ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring


Mar 07, 2021
Dongxu Li, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li

* Preprint for CVPR 2021 Poster 

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Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery


Mar 05, 2021
Yujiao Shi, Dylan Campbell, Xin Yu, Hongdong Li

* submitted to TPAMI in Aug, 2020 

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Canny-VO: Visual Odometry with RGB-D Cameras based on Geometric 3D-2D Edge Alignment


Dec 16, 2020
Yi Zhou, Hongdong Li, Laurent Kneip

* IEEE Transactions on Robotics ( Volume: 35, Issue: 1, Feb. 2019) 

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Depth Completion using Piecewise Planar Model


Dec 06, 2020
Yiran Zhong, Yuchao Dai, Hongdong Li

* This work was accomplished in 2017 

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Efficient Depth Completion Using Learned Bases


Dec 02, 2020
Yiran Zhong, Yuchao Dai, Hongdong Li

* This work was accomplished in 2017 

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PlueckerNet: Learn to Register 3D Line Reconstructions


Dec 02, 2020
Liu Liu, Hongdong Li, Haodong Yao, Ruyi Zha

* 12 pages 

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Displacement-Invariant Cost Computation for Efficient Stereo Matching


Dec 01, 2020
Yiran Zhong, Charles Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas Breuel, Hongdong Li, Jan Kautz

* 8 pages 

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Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration


Dec 01, 2020
Liyuan Pan, Shah Chowdhury, Richard Hartley, Miaomiao Liu, Hongguang Zhang, Hongdong Li


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Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation


Oct 28, 2020
Jianyuan Wang, Yiran Zhong, Yuchao Dai, Kaihao Zhang, Pan Ji, Hongdong Li

* NeurIPS 2020, 9 pages 

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Hierarchical Neural Architecture Search for Deep Stereo Matching


Oct 26, 2020
Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge

* Accepted at NeurIPS 2020; Xuelian Cheng and Yiran Zhong made equal contribution 

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DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video


Oct 13, 2020
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould


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TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation


Oct 12, 2020
Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Ben Swift, Hanna Suominen, Hongdong Li

* NeurIPS 2020 preprint 

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The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose


Jul 01, 2020
Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez-Opazo, Hongdong Li, Stephen Gould


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Dense Non-Rigid Structure from Motion: A Manifold Viewpoint


Jun 15, 2020
Suryansh Kumar, Luc Van Gool, Carlos E. P. de Oliveira, Anoop Cherian, Yuchao Dai, Hongdong Li

* A comprehensive version that combines our cvpr 2018 and cvpr 2019 work (Still under development and refinement, Initial Version). 13 Figures, 1 Table. arXiv admin note: text overlap with arXiv:1902.01077 

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End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera


Jun 09, 2020
Zhenbo Song, Jianfeng Lu, Tong Zhang, Hongdong Li


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Where am I looking at? Joint Location and Orientation Estimation by Cross-View Matching


May 08, 2020
Yujiao Shi, Xin Yu, Dylan Campbell, Hongdong Li

* accepted by CVPR2020 

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Deblurring by Realistic Blurring


Apr 04, 2020
Kaihao Zhang, Wenhan Luo, Yiran Zhong, Lin Ma, Bjorn Stenger, Wei Liu, Hongdong Li


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Transferring Cross-domain Knowledge for Video Sign Language Recognition


Mar 17, 2020
Dongxu Li, Xin Yu, Chenchen Xu, Lars Petersson, Hongdong Li

* CVPR2020 (oral) preprint 

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