Shuaicheng LIU, Ph.D.
Associate Professor
School of Information and Communication Engineering
University of Electronic Science and Technology of China
Address: 2006 Xiyuan Ave, Chengdu, Sichuan, China. 611731
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Shuaicheng LIU, Ph.D. Associate Professor School of Information and Communication Engineering University of Electronic Science and Technology of China
Address: 2006 Xiyuan Ave, Chengdu, Sichuan, China. 611731
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| Short Bio |
Shuaicheng Liu received his Ph.D degree at Electrical & Computer Engineering, supervised by Prof. Ping Tan in 2014 and received his Master degree at School of Computing,supervised by Prof. Michael S.Brown, in 2010, both from National University of Singapore. He obtained his Bachelor degree in Sichuan University in 2008. He joined the group of Prof. Bing Zeng at School of Electronic Engineering, University of Electronic Science and Technology of China in 2014. During the internship, he was luckily mentored by Dr. Jian Sun, Dr. Lu Yuan at Microsoft Research and Dr. Jue Wang, Dr. Sunghyun Cho at Adobe. His research interest includes computer vision and computer graphics. |
| Teaching |
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| Selected Publications | |
| Conference papers: | |
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Content-Aware Unsupervised Deep Homography Estimation (Oral presentation) |
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DaST: Data-free Substitute Training for Adversarial Attacks (Oral presentation) |
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Neural Point Cloud Rendering via Multi-Plane Projection |
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Flow-Guided Temporal-Spatial Network for HEVC Compressed Video Quality Enhancement |
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C3AE:Exploring the Limits of Compact Model for Age Estimation |
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DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image |
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A 3D Descriptor based on Local Height Image |
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Direct Photometric Alignment by Mesh Deformation |
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MeshFlow: Minimum Latency Online Video Stabilization |
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Automatic Reflection Removal using Gradient Intensity and Motion Cues |
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SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization |
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Video Stabilization with a Depth Camera Shuaicheng Liu,Yinting Wang,Lu Yuan,Jiajun Bu,Ping Tan,Jian Sun. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2012 [PDF] [Project Page] [BibTex] |
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Colorization for Single Image Super Resolution |
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Super Resolution using Edge Prior and Single Image Detail Synthesis Yu-Wing Tai,Shuaicheng Liu,Michael S.Brown,Stephen Lin. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2010 [PDF] [Project Page] [Code] [BibTex] |
Journal papers: |
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PBR-Net: Imitating Physically Based Rendering using Deep Neural Network Peng Dai, Zhuwen Li, Yinda Zhang, Shuaicheng Liu, Bing Zeng. IEEE Transactions on Image Processing (TIP), vol. 29, pp. 5980-5992, 2020. [PDF] [BibTex] |
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SDP-GAN: Saliency Detail Preservation Generative Adversarial Networks for High Perceptual Quality Style Transfer Ru Li, Chi-Hao Wu, Shuaicheng Liu, Jue Wang, Guangfu Wang, Guanghui Liu, Bing Zeng. IEEE Transactions on Image Processing (TIP), vol. 30, pp. 374-385, 2020. [PDF] [BibTex] |
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Rich Visual Knowledge-based Augmentation Network for Visual Question Answering Liyang Zhang, Shuaicheng Liu, Donghao Liu, Pengpeng Zeng, Xiangpeng Li, Jingkuan Song, Lianli Gao. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020 . [PDF] [BibTex] |
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OAENet: Oriented Attention Ensemble for Accurate Facial Expression Recognition Zhengning Wang, Fanwei Zeng, Shuaicheng Liu, Bing Zeng. Pattern Recognition (PR), 2020. [PDF] [BibTex] |
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An Efficient and Compact 3D Local Descriptor based on the Weighted Height Image Tiecheng Sun, Guanghui Liu, Shuaicheng Liu, Fanman Meng, Liaoyuan Zeng, Ru Li. Information Sciences (INS), vol. 520, pp. 209-231, 2020. [PDF] [BibTex] |
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Multi-exposure photomontage with hand-held cameras Ru Li, Shuaicheng Liu, Guanghui Liu, Tiecheng Sun, Jishun Guo. Computer Vision and Image Understanding (CVIU), 2020. [PDF] [BibTex] |
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View-Consistent MeshFlow for Stereoscopic Video Stabilization Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Heng Tao Shen, Bing Zeng. IEEE Transactions on Computational Imaging (TCI), 2019. [PDF] [BibTex] |
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High-Quality Color Image Compression by Quantization Crossing Color Spaces Shuyuan Zhu, Zhiying He, Chen Chen, Shuaicheng Liu, Jiantao Zhou, Yuanfang Guo, Bing Zeng. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018 [PDF] [BibTex] |
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Cross-Space Distortion Directed Color Image Compression Shuyuan Zhu, Mingyu Li, Chen Chen, Shuaicheng Liu, Bing Zeng. IEEE Transactions on Multimedia (TMM), vol. 20, no. 3, pp. 525-538, 2017. [PDF] [BibTex] |
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A Hierarchical Approach for Rain or Snow Removing in A Single Color Image Yinglong Wang, Shuaicheng Liu, Chen Chen, Bing Zeng. IEEE Transactions on Image Processing (TIP), vol. 26, no. 8, pp. 3936-3950, 2017. [PDF] [BibTex] |
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CodingFlow:Enable Video Coding for Video Stabilization Shuaicheng Liu, Mingyu Li, Shuyuan Zhu, Bing Zeng. IEEE Transactions on Image Processing (TIP), vol. 26, no. 7, pp. 3291-3302, 2017. [PDF] [BibTex] |
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A Hybrid Approach for Near-Range Video Stabilization Shuaicheng Liu, Binhan Xu, Chuang Deng, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 27, no. 9, pp. 1922-1933, 2017 [PDF] [Figshare] [BibTex] |
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Joint Video Stitching and Stabilization from Moving Cameras Heng Guo, Shuaicheng Liu, Tong He, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj. IEEE Transactions on Image Processing (TIP), vol. 25, no. 11, pp. 5491-5503, 2016. [PDF] [Project Page] [Video(96MB)] [BibTex] |
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Seamless Video Stitching from Hand-held Camera Inputs Kaimo Lin, Shuaicheng Liu,Loong-Fah Cheong, Bing Zeng. Computer Graphics Forum. (Proceedings of EuroGraphics). vol. 35, no. 2, pp. 479-487, 2016. [PDF] [Project Page] [Video(113MB)] [BibTex] |
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TrackCam: 3D-aware Tracking Shots from Consumer Video Shuaicheng Liu,Jue Wang, Sunghyun Cho, Ping Tan. ACM Transactions on Graphics (SIGGRAPH asia). 2014 [PDF] [Project Page] [YouTube] [Video(34 MB)] [BibTex] |
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Bundled Camera Paths for Video Stabilization. (Product Transfer: Blink app) Shuaicheng Liu,Lu Yuan,Ping Tan,Jian Sun. ACM Transactions on Graphics (SIGGRAPH). 2013 [PDF] [Project Page] [YouTube] [Video(66 MB)] [Data Page] [BibTex] |
| Last Update: May, 2020. @2020. All Rights Reserved. |