Scope Head for Accurate Localization in Object Detection

May 12, 2020
Geng Zhan, Dan Xu, Guo Lu, Wei Wu, Chunhua Shen, Wanli Ouyang


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Scene Text Image Super-Resolution in the Wild

May 07, 2020
Wenjia Wang, Enze Xie, Xuebo Liu, Wenhai Wang, Ding Liang, Chunhua Shen, Xiang Bai


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BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation

Apr 05, 2020
Changqian Yu, Changxin Gao, Jingbo Wang, Gang Yu, Chunhua Shen, Nong Sang

* 16 pages, 10 figures, 9 tables. Code is available at https://git.io/BiSeNet 

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Context Prior for Scene Segmentation

Apr 03, 2020
Changqian Yu, Jingbo Wang, Changxin Gao, Gang Yu, Chunhua Shen, Nong Sang

* IEEE Conference on Computer Vision and Pattern Recognition 2020 
* Accepted to CVPR 2020. Code is available at https://git.io/ContextPrior 

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Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes

Apr 03, 2020
Genshun Dong, Yan Yan, Chunhua Shen, Hanzi Wang


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Segmenting Transparent Objects in the Wild

Mar 31, 2020
Enze Xie, Wenjia Wang, Wenhai Wang, Mingyu Ding, Chunhua Shen, Ping Luo


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COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection

Mar 27, 2020
Jianpeng Zhang, Yutong Xie, Yi Li, Chunhua Shen, Yong Xia


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Mask Encoding for Single Shot Instance Segmentation

Mar 26, 2020
Rufeng Zhang, Zhi Tian, Chunhua Shen, Mingyu You, Youliang Yan

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2020 

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DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers

Mar 25, 2020
Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen

* Accepted by CVPR2020 (oral) 

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SOLOv2: Dynamic, Faster and Stronger

Mar 23, 2020
Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen

* 12 pages 

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Conditional Convolutions for Instance Segmentation

Mar 19, 2020
Zhi Tian, Chunhua Shen, Hao Chen


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Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection

Mar 15, 2020
Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020 

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Efficient Semantic Video Segmentation with Per-frame Inference

Feb 26, 2020
Yifan Liu, Chunhua Shen, Changqian Yu, Jingdong Wang


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On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering

Feb 26, 2020
Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020 

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ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

Feb 25, 2020
Yuliang Liu, Hao Chen, Chunhua Shen, Tong He, Lianwen Jin, Liangwei Wang

* Accepted to Proc. IEEE Conf. Comp. Vis. Pattern Recogn. (CVPR) 2020 

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DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data

Feb 14, 2020
Wei Yin, Xinlong Wang, Chunhua Shen, Yifan Liu, Zhi Tian, Songcen Xu, Changming Sun, Dou Renyin

* 10 pages. Fixed typos 

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Joint Deep Learning of Facial Expression Synthesis and Recognition

Feb 06, 2020
Yan Yan, Ying Huang, Si Chen, Chunhua Shen, Hanzi Wang


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Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild

Jan 13, 2020
Canjie Luo, Qingxiang Lin, Yuliang Liu, Lianwen Jin, Chunhua Shen


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Memorizing Comprehensively to Learn Adaptively: Unsupervised Cross-Domain Person Re-ID with Multi-level Memory

Jan 13, 2020
Xinyu Zhang, Dong Gong, Jiewei Cao, Chunhua Shen


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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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Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation

Jan 06, 2020
Tong He, Dong Gong, Zhi Tian, Chunhua Shen


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BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation

Jan 02, 2020
Hao Chen, Kunyang Sun, Zhi Tian, Chunhua Shen, Yongming Huang, Youliang Yan

* 12 pages 

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Ordered or Orderless: A Revisit for Video based Person Re-Identification

Dec 24, 2019
Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen

* Under Minor Revision in IEEE TPAMI 

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Unsupervised Representation Learning by Predicting Random Distances

Dec 22, 2019
Hu Wang, Guansong Pang, Chunhua Shen, Congbo Ma


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