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Rui Huang

Simon Fraser University, Alibaba AI Labs

FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images


Apr 05, 2021
Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, Yuanyuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen

* Accepted by Medical Image Analysis 

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SDAN: Squared Deformable Alignment Network for Learning Misaligned Optical Zoom


Apr 02, 2021
Kangfu Mei, Shenglong Ye, Rui Huang

* ICME21. Code is available at https://github.com/MKFMIKU/SDAN 

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Learning Camera Localization via Dense Scene Matching


Mar 31, 2021
Shitao Tang, Chengzhou Tang, Rui Huang, Siyu Zhu, Ping Tan

* CVPR2021 

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AR Mapping: Accurate and Efficient Mapping for Augmented Reality


Mar 27, 2021
Rui Huang, Chuan Fang, Kejie Qiu, Le Cui, Zilong Dong, Siyu Zhu, Ping Tan

* 8 pages, 14 figures 

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Compact 3D Map-Based Monocular Localization Using Semantic Edge Alignment


Mar 27, 2021
Kejie Qiu, Shenzhou Chen, Jiahui Zhang, Rui Huang, Le Cui, Siyu Zhu, Ping Tan


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AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing


Mar 10, 2021
Qi Song, Kangfu Mei, Rui Huang

* AAAI 2021 

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UniFuse: Unidirectional Fusion for 360$^{\circ}$ Panorama Depth Estimation


Feb 06, 2021
Hualie Jiang, Zhe Sheng, Siyu Zhu, Zilong Dong, Rui Huang

* 9 pages; 5 figures; accepted by IEEE Robotics and Automation Letters; Demo: https://youtu.be/9vm9OMksvrc 

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Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss


Feb 03, 2021
Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang

* Accepted by Neurocomputing 

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Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion


Dec 07, 2020
Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui

* To appear in AAAI 2021. Codes are available at https://github.com/yanx27/JS3C-Net 

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Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification


Oct 11, 2020
Yulin Wang, Kangchen Lv, Rui Huang, Shiji Song, Le Yang, Gao Huang

* Accepted by NeurIPS 2020 

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Concentrated Multi-Grained Multi-Attention Network for Video Based Person Re-Identification


Sep 28, 2020
Panwen Hu, Jiazhen Liu, Rui Huang


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CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation


Sep 23, 2020
Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang


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Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets


Aug 17, 2020
Rui Huang, Yuanjie Zheng, Zhiqiang Hu, Shaoting Zhang, Hongsheng Li

* Accepted by MICCAI 2020 

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Global Optimum Search in Quantum Deep Learning


Aug 09, 2020
Lanston Hau Man Chu, Tejas Bhojraj, Rui Huang

* 17 pages 

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An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds


Jul 24, 2020
Rui Huang, Wanyue Zhang, Abhijit Kundu, Caroline Pantofaru, David A Ross, Thomas Funkhouser, Alireza Fathi

* To appear in ECCV 2020 

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Disentangle Perceptual Learning through Online Contrastive Learning


Jun 24, 2020
Kangfu Mei, Yao Lu, Qiaosi Yi, Haoyu Wu, Juncheng Li, Rui Huang

* 12 pages, 8 figures 

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DiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos


Mar 03, 2020
Hualie Jiang, Laiyan Ding, Rui Huang

* 7 pages, 5 figures, submitted to IROS 2020 

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HighEr-Resolution Network for Image Demosaicing and Enhancing


Nov 19, 2019
Kangfu Mei, Juncheng Li, Jiajie Zhang, Haoyu Wu, Jie Li, Rui Huang

* Accepted in ICCV 2019 Workshop (AIM2019 Raw to RGB Challenge Winner) 

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Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations


Oct 24, 2019
Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu

* Accepted at EMNLP 2019 

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FocusNet: Imbalanced Large and Small Organ Segmentation with an End-to-End Deep Neural Network for Head and Neck CT Images


Jul 28, 2019
Yunhe Gao, Rui Huang, Ming Chen, Zhe Wang, Jincheng Deng, Yuanyuan Chen, Yiwei Yang, Jie Zhang, Chanjuan Tao, Hongsheng Li

* MICCAI 2019 

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Place Clustering-based Feature Recombination for Visual Place Recognition


Jul 26, 2019
Qiang Zhai, Hong Cheng, Rui Huang, Huiqin Zhan


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How Effectively Can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Camera-Rao Bound Viewpoint


Mar 09, 2019
Panwen Hu, Zizheng Yan, Rui Huang, Feng Yin


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ClickBAIT-v2: Training an Object Detector in Real-Time


Mar 27, 2018
Ervin Teng, Rui Huang, Bob Iannucci

* 8 pages, 13 figures. For ClickBAIT-v1, see arXiv:1709.05021 

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Active Image-based Modeling with a Toy Drone


Mar 07, 2018
Rui Huang, Danping Zou, Richard Vaughan, Ping Tan

* To be published on International Conference on Robotics and Automation 2018, Brisbane, Australia. Project Page: https://huangrui815.github.io/active-image-based-modeling/ The author's personal page: http://www.sfu.ca/~rha55/ 

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Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly


Feb 09, 2018
Jun Xiang, Guoshuai Zhang, Jianhua Hou, Nong Sang, Rui Huang


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Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis


Aug 04, 2017
Rui Huang, Shu Zhang, Tianyu Li, Ran He

* accepted at ICCV 2017, main paper & supplementary material, 11 pages 

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Recognizing Focal Liver Lesions in Contrast-Enhanced Ultrasound with Discriminatively Trained Spatio-Temporal Model


Feb 03, 2015
Xiaodan Liang, Qingxing Cao, Rui Huang, Liang Lin

* Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on , vol., no., pp.1184-1187, April 2014 
* 5 pages, 1 figures 

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An Expressive Deep Model for Human Action Parsing from A Single Image


Feb 02, 2015
Zhujin Liang, Xiaolong Wang, Rui Huang, Liang Lin

* 6 pages, 8 figures, ICME 2014 

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Exemplar-based Linear Discriminant Analysis for Robust Object Tracking


Feb 24, 2014
Changxin Gao, Feifei Chen, Jin-Gang Yu, Rui Huang, Nong Sang

* ICIP2014 

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