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Analogical Image Translation for Fog Generation

Jun 28, 2020
Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool

* 18 pages, 9 figures, 7 tables 

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Consistency Guided Scene Flow Estimation

Jun 19, 2020
Yuhua Chen, Luc Van Gool, Cordelia Schmid, Cristian Sminchisescu


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MRI Super-Resolution with GAN and 3D Multi-Level DenseNet: Smaller, Faster, and Better

Mar 06, 2020
Yuhua Chen, Anthony G. Christodoulou, Zhengwei Zhou, Feng Shi, Yibin Xie, Debiao Li

* Preprint submitted to Medical Image Analysis 

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Unbiased Mean Teacher for Cross Domain Object Detection

Mar 02, 2020
Jinhong Deng, Wen Li, Yuhua Chen, Lixin Duan

* 4 figures, 4 tables 

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Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks

Dec 23, 2019
Yuhua Chen, Dan Ruan, Jiayu Xiao, Lixia Wang, Bin Sun, Rola Saouaf, Wensha Yang, Debiao Li, Zhaoyang Fan

* 21 pages, 4 figures, submitted to the journal Medical Physics 

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Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing

Dec 15, 2019
Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool


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Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking

Oct 02, 2019
Yuhua Chen, Jaime L. Shaw, Yibin Xie, Debiao Li, Anthony G. Christodoulou

* Early accepted by MICCAI 2019 

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Enhanced generative adversarial network for 3D brain MRI super-resolution

Jul 15, 2019
Jiancong Wang, Yuhua Chen, Yifan Wu, Jianbo Shi, James Gee


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Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera

Jul 12, 2019
Yuhua Chen, Cordelia Schmid, Cristian Sminchisescu


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Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach

Jan 13, 2019
Yuhua Chen, Wen Li, Xiaoran Chen, Luc Van Gool

* v2: fixed some typos 

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DLOW: Domain Flow for Adaptation and Generalization

Dec 13, 2018
Rui Gong, Wen Li, Yuhua Chen, Luc Van Gool


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Semantically-Guided Video Object Segmentation

Jul 17, 2018
Sergi Caelles, Yuhua Chen, Jordi Pont-Tuset, Luc Van Gool

* This paper has been incorporated in the following T-PAMI publication: arXiv:1709.06031 

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Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network

Jun 09, 2018
Yuhua Chen, Feng Shi, Anthony G. Christodoulou, Zhengwei Zhou, Yibin Xie, Debiao Li

* 10 pages, 2 figures, 2 tables. MICCAI 2018 

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Video Object Segmentation Without Temporal Information

May 16, 2018
Kevis-Kokitsi Maninis, Sergi Caelles, Yuhua Chen, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool

* Accepted to T-PAMI. Extended version of "One-Shot Video Object Segmentation", CVPR 2017 (arXiv:1611.05198). Project page: http://www.vision.ee.ethz.ch/~cvlsegmentation/osvos/ 

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Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning

Apr 09, 2018
Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, Luc Van Gool

* Accepted to CVPR 2018 

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ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes

Apr 07, 2018
Yuhua Chen, Wen Li, Luc Van Gool

* Add experiments on SYNTHIA, CVPR 2018 camera-ready version 

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The 2018 DAVIS Challenge on Video Object Segmentation

Mar 27, 2018
Sergi Caelles, Alberto Montes, Kevis-Kokitsi Maninis, Yuhua Chen, Luc Van Gool, Federico Perazzi, Jordi Pont-Tuset

* Challenge website: http://davischallenge.org/ 

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Domain Adaptive Faster R-CNN for Object Detection in the Wild

Mar 08, 2018
Yuhua Chen, Wen Li, Christos Sakaridis, Dengxin Dai, Luc Van Gool

* Accepted to CVPR 2018 

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Calcium Removal From Cardiac CT Images Using Deep Convolutional Neural Network

Feb 20, 2018
Siming Yan, Feng Shi, Yuhua Chen, Damini Dey, Sang-Eun Lee, Hyuk-Jae Chang, Debiao Li, Yibin Xie

* Accepted by ISBI 2018 

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Brain MRI Super Resolution Using 3D Deep Densely Connected Neural Networks

Jan 08, 2018
Yuhua Chen, Yibin Xie, Zhengwei Zhou, Feng Shi, Anthony G. Christodoulou, Debiao Li

* Accepted by ISBI'18 

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Is Image Super-resolution Helpful for Other Vision Tasks?

Jan 28, 2016
Dengxin Dai, Yujian Wang, Yuhua Chen, Luc Van Gool

* 1. Super-Resolution Forest added 2. Scene Recognition task added 3. Title changed 4. More work cited, WACV 2016 

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Hybrid Neural Network Architecture for On-Line Learning

Sep 29, 2008
Yuhua Chen, Subhash Kak, Lei Wang

* 19 pages, 16 figures 

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