刘帅成 (副教授)

副教授 硕士生导师

性别:男

毕业院校:新加坡国立大学

学历:博士研究生毕业

学位:工学博士学位

在职信息:在岗

所在单位:信息与通信工程学院

办公地点:科研楼B-527

联系方式:

   

个人简介

LIU Shuaicheng

Selected Publications:    


Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection
Nianjin Ye, Chuan Wang, Haoqiang Fan, Shuaicheng Liu
International Conference on Computer Vision (ICCV), 2021. (Oral presentation)
[PDF] [Github] [Video: Youtube, Bilibili] [BibTex]

 

DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization
Cheng Zhang, Zhaopeng Cui, Cai Chen, Shuaicheng Liu, Bing Zeng, Hujun Bao, Yinda Zhang. 
International Conference on Computer Vision (ICCV), 2021. (Oral presentation)
[PDF] [Github] [Video: Youtube, Bilibili] [BibTex]

 

OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration
Hao Xu, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, Bing Zeng. 
International Conference on Computer Vision (ICCV), 2021.
[PDF] [Github] [Video: Youtube, Bilibili] [BibTex]

 

GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning
Haipeng Li, Kunming Luo, Shuaicheng Liu
International Conference on Computer Vision (ICCV), 2021.
[PDF] [Github] [Video: Youtube, Bilibili] [BibTex]

 

GLM-Net: Global and Local Motion Estimation via Task-Oriented Encoder-Decoder Structure
Yuchen Yang, Ye Xiang, Shuaicheng Liu, Lifang Wu, Boxuan Zhao, Bing Zeng 
ACM Multimedia (MM), 2021
[PDF] [BibTex]

 


ADNet: Attention-guided Deformable Convolutional Network for High Dynamic Range Imaging
Zhen Liu, Wenjie Lin, Xinpeng Li, Qing Rao, Ting Jiang, Mingyan Han, Haoqiang Fan, Shuaicheng Liu
IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021
NTIRE Challenges - HDR (Winner) [PDF] [Github] [Video: Youtube, Bilibili] [Bibtex]

 
EBSR: Feature Enhanced Burst Super-Resolution with Deformable Alignment
Ziwei Luo, Lei Yu, Xuan Mo, Youwei Li, Lanpeng Jia, Haoqiang Fan, Jian Sun, Shuaicheng Liu
IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021
NTIRE Challenges - Real SR (Winner) [PDF] [Github] [Video: Youtube, Bilibili] [Bibtex]

 
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning
Kunming Luo, Chuan Wang, Shuaicheng Liu, Haoqiang Fan, Jue Wang, Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[PDF] [Github] [Video: Youtube, Bilibili] [Bibtex]

 
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection
Shen Cheng, Yuzhi Wang, Haibin Huang, Donghao Liu, Haoqiang Fan,  Shuaicheng Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[PDF] [Github] [Video: Youtube, Bilibili] [Bibtex]

 
Holistic 3D Scene Understanding from a Single Image with Implicit Representation
Cheng Zhang, Zhaopeng Cui, Yinda Zhang, Bing Zeng, Marc Pollefeys,  Shuaicheng Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[PDF] [Github] [Project Page] [Video: Youtube, Bilibili] [Bibtex]

 
Practical Wide-Angle Portraits Correction with Deep Structured Models
Jing Tan, Shan Zhao, Pengfei Xiong, Jiangyu Liu, Haoqiang Fan,  Shuaicheng Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[PDF] [Github] [Video: Youtube, Bilibili] [Bibtex]

 
Content-Aware Unsupervised Deep Homography Estimation (Oral presentation)
Jirong Zhang*, Chuan Wang*, Shuaicheng Liu, Lanpeng Jia, Jue Wang, Ji Zhou, Jian Sun
European Conference on Computer Vision (ECCV). 2020
[PDF] [Github] [Video: Youtube, Bilibili, Youku] [Bibtex]

 
DaST: Data-free Substitute Training for Adversarial Attacks (Oral presentation)
Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF] [Github] [Bibtex]

 
Neural Point Cloud Rendering via Multi-Plane Projection
Peng Dai*, Yinda Zhang*, Zhuwen Li*, Shuaicheng Liu, Bing Zeng
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF] [Github] [Project Page] [Video] [Bibtex]

 
C3AE:Exploring the Limits of Compact Model for Age Estimation
Chao Zhang, Shuaicheng Liu, Xun Xu, Ce Zhu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
[PDF] [Bibtex]

 
DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image
Jiaxiong Qiu*, Zhaopeng Cui*, Yinda Zhang*, Xingdi Zhang, Shuaicheng Liu, Bing Zeng, Marc Pollefeys
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
[PDF] [Github] [Bibtex]

 
Direct Photometric Alignment by Mesh Deformation
Kaimo Lin, Nianjuan Jiang, Shuaicheng Liu, Loong-Fah Cheong, Minh Do, Jiangbo Lu.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2017
[PDF] [Project page] [Bibtex]

 
MeshFlow: Minimum Latency Online Video Stabilization
Shuaicheng Liu, Ping Tan, Lu Yuan, Jian Sun, Bing Zeng
European Conference on Computer Vision (ECCV). 2016.
[PDF] [Video] [Model Code] [Bibtex]

 
Automatic Reflection Removal using Gradient Intensity and Motion Cues
Chao Sun, Shuaicheng Liu, Taotao Yang, Bing Zeng, Zhengning Wang, Guanghui Liu
ACM Multimedia. (MM), 2016.
[PDF] [Project page] [Bibtex]

 
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 (96MB)] [Bibtex]

 
SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization
Shuaicheng Liu, Lu Yuan, Ping Tan, Jian Sun.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2014
[PDF] [Project page] [YouTube] [Video(64MB)] [Video Spotlight] [Bibtex]

 
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(34MB)] [BibTex]

 
Bundled Camera Paths for Video Stabilization.
Shuaicheng Liu, Lu Yuan, Ping Tan, Jian Sun.
ACM Transactions on Graphics (SIGGRAPH). 2013
[PDF] [Project page] [YouTube] [Video (66MB)] [Data Page] [BibTex]

 
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]

 
Colorization for Single Image Super Resolution
Shuaicheng Liu, Michael S.Brown, Seon Joo Kim, Yu-Wing Tai.
European Conference on Computer Vision (ECCV). 2010
[PDF] [Project page] [Bibtex]

 
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]

 

 

教育经历

  2011.1-2014.12

新加坡国立大学  |  计算机工程  |  工学博士学位  |  博士研究生毕业

  2008.7-2010.12

新加坡国立大学  |  计算机  |  工学硕士学位  |  硕士研究生毕业

  2004.9-2008.6

四川大学  |  计算机科学与技术  |  工学学士学位  |  大学本科毕业

工作经历

  2017.12-至今

电子科技大学信息与通信工程学院  |  教师

  2015.3-2017.11

电子科技大学电子工程学院  |  教师