Gaochang Wu, 吴高昌
个人简介
论文情况
个人经历
专利
获奖
审稿
English  中文

吴高昌, Gaochang Wu
电子邮件: wugc@mail.neu.edu.cn
谷歌学者

欢迎来到我的个人主页. 我是东北大学流程工业综合自动化国家重点实验室 (SAPI) 的副教授/博士生导师. 我的研究方向包括光场处理、机器学习以及基于视频的工况识别.

我们团队成员目前包括硕士、博士,欢迎从事上述方向研究或者感兴趣的同学报考!我的电子邮件是wugc@mail.neu.edu.cn.

主要论文

 

Spatial-Angular Attention Network for Light Field Reconstruction[J]
IEEE Transactions on Image Processing (IEEE TIP), Accepted
Gaochang Wu, Yingqian Wang, Yebin Liu, Lu Fang, Tianyou Chai


[ Project page ]  [ Paper ]  [ Video ]  [ Code ]


 

LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation[C]
IEEE International Conference on Computer Vision (IEEE ICCV), 2021
Ruizhi Shao*, Gaochang Wu*, Yuemei Zhou, Ying Fu, Yebin Liu


[ Project page ] [ Paper ] [ Video ]


 

Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network[J]
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Accepted
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai


[ Project page ]  [ Paper ]  [ Video 1 ]  [ Video 2 ] [ Code ]


 

Cross-MPI: Cross-scale Stereo for Image Super-Resolution using Multiplane Images[C]
IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2021
Yuemei Zhou, Gaochang Wu, Ying Fu, Kun Li, Yebin Liu


[ Project page ] [ Paper ] [ Video ] [ Code ]


 

LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction [J]
arXiv:1902.06221
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai


[ Project page ]  [ Paper ]  [ Video ]  [ Code ]


 

Learning Sheared EPI Structure for Light Field Reconstruction [J]
IEEE Transactions on Image Processing (IEEE TIP), 2019
Gaochang Wu, Yebin Liu, Qionghai Dai, Tianyou Chai


[ Project page ]  [ Paper ]  [ Video ]  [ Code ]


 

Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications [J]
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2019
Gaochang Wu, Yebin Liu, Lu Fang, Qionghai Dai, Tianyou Chai


[ Project page[ Paper ]  [ Video1 ]  [ Video2 ]  [ Code ]


 

Joint View Synthesis and Disparity Refinement for Stereo Matching [J]
Frontiers of Computer Science, to be published

Gaochang Wu, Yipeng Li, Yuanhao Huang, Yebin Liu


[ Webpage ]  [ Paper ]


 

基于时序图像深度学习的电熔镁炉异常工况诊断 [J]
自动化学报, 已录用
吴高昌, 刘强, 柴天佑, 秦泗钊


[ Webpage ]  [ Paper ]


 

Light Field Reconstruction Using Deep Convolutional Network on EPI [C]
IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2017
Gaochang Wu, Mandan Zhao, Liangyong Wang, Qionghai Dai, Tianyou Chai, Yebin Liu


[ Project page ]  [ Paper ]  [ Video ]  [ Code ]


 

Light Field Image Processing: An Overview [J]
IEEE Journal of Selected Topics in Signal Processing, 2017
Gaochang Wu, Belen Masia, Adrian Jarabo, Yuchen Zhang, Liangyong Wang, Qionghai Dai, Tianyou Chai, Yebin Liu


[ Project page ]  [ Paper ]

 

Cross-Scale Reference-based Light Field Super-Resolution [J]
IEEE Transactions on Computational Imaging (IEEE TCI), 2018
Mandan Zhao, Gaochang Wu, Yipeng Li, Xiangyang Hao, Lu Fang, Yebin Liu


[ Webpage ]  [ Paper ]

 

Automatic determination of cutoff frequency for filter design using neuro-fuzzy systems  [J]
Neurocomputing, 2015
Yongfu Wang, Gaochang Wu, Gang (Sheng) Chen


[ Paper ]

 

Data mining based noise diagnosis and fuzzy filter design for image processing [J]
Computers & Electrical Engineering, 2014
Yongfu Wang, Gaochang Wu, Gang (Sheng) Chen, Tianyou Chai


[ Paper ]

个人经历

· 东北大学 (特聘副教授)

流程工业综合自动化国家重点实验室 (SAPI)

2020年10月 - 至今

· 东北大学 (博士研究生)

流程工业综合自动化国家重点实验室 (SAPI)
柴天佑 院士

2015年9月 - 2020年10月

· 清华大学 (访问学者)

自动化系, 宽带网数字媒体技术实验室
戴琼海, 刘烨斌 教授

2015年7月 - 2017年9月

· 东北大学 (硕士研究生)

机械工程及自动化学院, 车辆工程研究所
王永富 教授

2013年9月 - 2015年7月

· 吉林大学 (交流生)

汽车工程学院



2010年9月 - 2011年7月

· 东北大学 (本科生)

机械工程及自动化学院


2009年9月 - 2013年7月

专利

· 基于剪切二维极线平面图的光场角度超分辨率方法及装置
刘烨斌, 吴高昌, 戴琼海
(发明专利, 申请号: 201810315188.7, 公开号: 108615221B) (有权)

获奖

· ICME 2020 光场重建大赛, 第一名

· 国家奖学金 (博士)

· ICME 2018 光场重建大赛, 第二名

· 国家奖学金 (硕士)

· 2010 “ 高教杯” 全国大学生先进成图技术与产品信息建模创新大赛, 个人尺规一等奖

期刊审稿人

· IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)

· IEEE Transactions on Image Processing (IEEE TIP)

· IEEE Transactions on Visualization and Computer Graphicsa (IEEE TVCG)

· IEEE Transactions on Industrial Informatics (IEEE TII)

· IEEE Journal of Selected Topics in Signal Processing (IEEE JSTSP)

· IEEE Transactions on Multimedia (IEEE TMM)

· IEEE Transactions on Computational Imaging (IEEE TCI)

· IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)

· IEEE Signal Processing Letters (IEEE SPL)

· IEEE Transactions on Broadcasting (IEEE TBC)

· IEEE Journal on Emerging and Selected Topics in Circuits and Systems (IEEE JETCAS)

· Optics Express

· Signal Processing

· IEEE CVPR 2021

· IEEE ICCV 2021

· SIGGRAPH Asia 2020

· Neurocomputing

链接

| SAPI, Northeastern University | BBNC Lab | Tianyou Chai | Qionghai Dai | Yebin Liu | Lu Fang |

 


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