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Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Grigory Malivenko, David Plowman, Samarth Shukla, Radu Timofte, Ziyu Zhang, Yicheng Wang, Zilong Huang, Guozhong Luo, Gang Yu, Bin Fu, Yiran Wang, Xingyi Li, Min Shi, Ke Xian, Zhiguo Cao, Jin-Hua Du, Pei-Lin Wu, Chao Ge, Jiaoyang Yao, Fangwen Tu, Bo Li, Jung Eun Yoo, Kwanggyoon Seo, Jialei Xu, Zhenyu Li, Xianming Liu, Junjun Jiang, Wei-Chi Chen, Shayan Joya, Huanhuan Fan, Zhaobing Kang, Ang Li, Tianpeng Feng, Yang Liu, Chuannan Sheng, Jian Yin, Fausto T. Benavide

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: text overlap with arXiv:2105.07809 

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AIM 2020 Challenge on Rendering Realistic Bokeh


Nov 10, 2020
Andrey Ignatov, Radu Timofte, Ming Qian, Congyu Qiao, Jiamin Lin, Zhenyu Guo, Chenghua Li, Cong Leng, Jian Cheng, Juewen Peng, Xianrui Luo, Ke Xian, Zijin Wu, Zhiguo Cao, Densen Puthussery, Jiji C V, Hrishikesh P S, Melvin Kuriakose, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Kuldeep Purohit, Praveen Kandula, Maitreya Suin, A. N. Rajagopalan, Saagara M B, Minnu A L, Sanjana A R, Praseeda S, Ge Wu, Xueqin Chen, Tengyao Wang, Max Zheng, Hulk Wong, Jay Zou

* Published in ECCV 2020 Workshop (Advances in Image Manipulation), https://data.vision.ee.ethz.ch/cvl/aim20/ 

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On Efficient and Robust Metrics for RANSAC Hypotheses and 3D Rigid Registration


Nov 10, 2020
Jiaqi Yang, Zhiqiang Huang, Siwen Quan, Qian Zhang, Yanning Zhang, Zhiguo Cao


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3D Correspondence Grouping with Compatibility Features


Jul 21, 2020
Jiaqi Yang, Jiahao Chen, Zhiqiang Huang, Siwen Quan, Yanning Zhang, Zhiguo Cao


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Weighing Counts: Sequential Crowd Counting by Reinforcement Learning


Jul 16, 2020
Liang Liu, Hao Lu, Hongwei Zou, Haipeng Xiong, Zhiguo Cao, Chunhua Shen

* Accepted to Proc. Eur. Conf. Computer Vision (ECCV) 2020 

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ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification


Jul 11, 2020
Fu Xiong, Yang Xiao, Zhiguo Cao, Yancheng Wang, Joey Tianyi Zhou, Jianxi Wu

* Accepted to IEEE Transaction on Cybernetics 

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P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds


May 28, 2020
Haozhe Qi, Chen Feng, Zhiguo Cao, Feng Zhao, Yang Xiao

* Accepted by CVPR 2020 (oral) 

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3DV: 3D Dynamic Voxel for Action Recognition in Depth Video


May 12, 2020
Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan

* Accepted by CVPR2020 

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Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction


Mar 30, 2020
Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, MingXiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdeněk Krňoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Gregory Rogez, Vincent Lepetit, Tae-Kyun Kim


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LRF-Net: Learning Local Reference Frames for 3D Local Shape Description and Matching


Jan 22, 2020
Angfan Zhu, Jiaqi Yang, Chen Zhao, Ke Xian, Zhiguo Cao, Xin Li

* 7 pages, 9 figures 

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From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting


Jan 07, 2020
Haipeng Xiong, Hao Lu, Chengxin Liu, Liang Liu, Chunhua Shen, Zhiguo Cao

* Extended version of arXiv:1908.06473 

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Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology


Nov 01, 2019
Chen Zhao, Jiaqi Yang, Xin Xiong, Angfan Zhu, Zhiguo Cao, Xin Li


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Iterative Clustering with Game-Theoretic Matching for Robust Multi-consistency Correspondence


Sep 03, 2019
Chen Zhao, Jiaqi Yang, Ke Xian, Zhiguo Cao, Xin Li


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A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image


Aug 27, 2019
Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan

* Accepted by ICCV2019 

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From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer


Aug 15, 2019
Haipeng Xiong, Hao Lu, Chengxin Liu, Liang Liu, Zhiguo Cao, Chunhua Shen

* Accepted by ICCV2019 

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Comparative evaluation of 2D feature correspondence selection algorithms


Apr 30, 2019
Chen Zhao, Jiaqi Yang, Yang Xiao, Zhiguo Cao


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Learning to Fuse Local Geometric Features for 3D Rigid Data Matching


Apr 27, 2019
Jiaqi Yang, Chen Zhao, Ke Xian, Angfan Zhu, Zhiguo Cao


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NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences


Mar 31, 2019
Chen Zhao, Zhiguo Cao, Chi Li, Xin Li, Jiaqi Yang

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019) (oral) 

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Towards Real-time Eyeblink Detection in The Wild:Dataset,Theory and Practices


Feb 21, 2019
Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou


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Action Recognition for Depth Video using Multi-view Dynamic Images


Aug 04, 2018
Yang Xiao, Jun Chen, Zhiguo Cao, Joey Tianyi Zhou, Xiang Bai

* Submitted to Information Sciences 

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Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification


Jul 29, 2018
Fu Xiong, Yang Xiao, Zhiguo Cao, Kaicheng Gong, Zhiwen Fang, Joey Tianyi Zhou


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Deep attention-based classification network for robust depth prediction


Jul 11, 2018
Ruibo Li, Ke Xian, Chunhua Shen, Zhiguo Cao, Hao Lu, Lingxiao Hang


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Monocular Depth Estimation with Augmented Ordinal Depth Relationships


Jun 02, 2018
Yuanzhouhan Cao, Tianqi Zhao, Ke Xian, Chunhua Shen, Zhiguo Cao

* 10 pages 

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Performance Evaluation of 3D Correspondence Grouping Algorithms


Apr 06, 2018
Jiaqi Yang, Ke Xian, Yang Xiao, Zhiguo Cao

* Accepted to 3DV 2017, (Spotlight) 

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When Unsupervised Domain Adaptation Meets Tensor Representations


Jul 19, 2017
Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel

* 16 pages. Accepted to Proc. Int. Conf. Computer Vision (ICCV 2017) 

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TasselNet: Counting maize tassels in the wild via local counts regression network


Jul 07, 2017
Hao Lu, Zhiguo Cao, Yang Xiao, Bohan Zhuang, Chunhua Shen

* 14 pages 

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