吴高昌,Gaochang Wu

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
		Cross-Modal Learning for Anomaly Detection in Complex Industrial Process: Methodology and Benchmark[J] IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Accepted Gaochang Wu, Yapeng Zhang, Lan Deng, Jingxin Zhang, Tianyou Chai [ Project page ] [ Paper ] [ Code ]
		Disentangling Light Fields for Super-Resolution and Disparity Estimation[J] IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Accepted Yingqian Wang, Longguang Wang, Gaochang Wu, Jungang Yang, Wei An, Jingyi Yu, Yulan Guo [ Project page ] [ Paper ] [ Video ] [ Code ]
		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

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

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