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Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-Net


Aug 30, 2021
Yu Qiu, Yun Liu, Le Zhang, Jing Xu


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Free Lunch for Co-Saliency Detection: Context Adjustment


Aug 04, 2021
Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Yao Chen, Le Zhang


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Transformer in Convolutional Neural Networks


Jun 09, 2021
Yun Liu, Guolei Sun, Yu Qiu, Le Zhang, Ajad Chhatkuli, Luc Van Gool


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Unsupervised Scale-consistent Depth Learning from Video


May 25, 2021
Jia-Wang Bian, Huangying Zhan, Naiyan Wang, Zhichao Li, Le Zhang, Chunhua Shen, Ming-Ming Cheng, Ian Reid

* Accept to IJCV. The source code is available at https://github.com/JiawangBian/SC-SfMLearner-Release 

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EDN: Salient Object Detection via Extremely-Downsampled Network


Dec 24, 2020
Yu-Huan Wu, Yun Liu, Le Zhang, Ming-Ming Cheng


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Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow


Sep 01, 2020
Yu-Chao Gu, Le Zhang, Yun Liu, Shao-Ping Lu, Ming-Ming Cheng


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Regularized Densely-connected Pyramid Network for Salient Instance Segmentation


Aug 28, 2020
Yu-Huan Wu, Yun Liu, Le Zhang, Wang Gao, Ming-Ming Cheng

* 11 pages, 6 figures 

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Disentangling Human Error from the Ground Truth in Segmentation of Medical Images


Aug 06, 2020
Le Zhang, Ryutaro Tanno, Mou-Cheng Xu, Chen Jin, Joseph Jacob, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander


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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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AdaSample: Adaptive Sampling of Hard Positives for Descriptor Learning


Nov 27, 2019
Xin-Yu Zhang, Le Zhang, Zao-Yi Zheng, Yun Liu, Jia-Wang Bian, Ming-Ming Cheng


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A novel centroid update approach for clustering-based superpixel method and superpixel-based edge detection


Oct 18, 2019
Houwang Zhang, Chong Wu, Le Zhang, Hanying Zheng


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NAMF: A Non-local Adaptive Mean Filter for Salt-and-Pepper Noise Removal


Oct 17, 2019
Houwang Zhang, Chong Wu, Hanying Zheng, Le Zhang


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An Evaluation of Feature Matchers for Fundamental Matrix Estimation


Sep 11, 2019
Jia-Wang Bian, Yu-Huan Wu, Ji Zhao, Yun Liu, Le Zhang, Ming-Ming Cheng, Ian Reid

* Accepted to British Machine Vision Conference (BMVC) 2019 

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An Evaluation of Feature Matchers forFundamental Matrix Estimation


Aug 26, 2019
Jia-Wang Bian, Yu-Huan Wu, Ji Zhao, Yun Liu, Le Zhang, Ming-Ming Cheng, Ian Reid

* The paper has been accepted by British Machine Vision Conference (BMVC) 2019 

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Robust Regression via Deep Negative Correlation Learning


Aug 24, 2019
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng


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A Deep Framework for Bone Age Assessment based on Finger Joint Localization


May 07, 2019
Xiaoman Zhang, Ziyuan Zhao, Cen Chen, Songyou Peng, Min Wu, Zhongyao Cheng, Singee Teo, Le Zhang, Zeng Zeng


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Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation


Mar 12, 2019
Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng

* IEEE BHI 2019 accepted 

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High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort


Jan 10, 2019
Rahman Attar, Marco Pereanez, Ali Gooya, Xenia Alba, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi

* Accepted in STACOM workshop of MICCAI2018 

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Salient Object Detection via High-to-Low Hierarchical Context Aggregation


Dec 28, 2018
Yun Liu, Yu Qiu, Le Zhang, JiaWang Bian, Guang-Yu Nie, Ming-Ming Cheng


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PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship


Nov 21, 2018
Le Zhang, Songyou Peng, Stefan Winkler


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Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN


Nov 08, 2018
Le Zhang, Ali Gooya, Marco Pereanez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi

* 12 pages, 5 figures, accepted by IEEE Transactions on Biomedical Engineering 

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MatchBench: An Evaluation of Feature Matchers


Aug 07, 2018
JiaWang Bian, Ruihan Yang, Yun Liu, Le Zhang, Ming-Ming Cheng, Ian Reid, WenHai Wu


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Image Matching: An Application-oriented Benchmark


Aug 07, 2018
JiaWang Bian, Le Zhang, Yun Liu, Wen-Yan Lin, Ming-Ming Cheng, Ian D. Reid

* We made a significant change and re-submitted as "MatchBench: An Evaluation of Feature Matchers" 

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Learning Pixel-wise Labeling from the Internet without Human Interaction


May 19, 2018
Yun Liu, Yujun Shi, JiaWang Bian, Le Zhang, Ming-Ming Cheng, Jiashi Feng


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A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues


May 02, 2018
Songyou Peng, Le Zhang, Yutong Ban, Meng Fang, Stefan Winkler


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Semantic Edge Detection with Diverse Deep Supervision


Apr 09, 2018
Yun Liu, Ming-Ming Cheng, JiaWang Bian, Le Zhang, Peng-Tao Jiang, Yang Cao


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