Gaochang Wu, 吴高昌
 
BIO
PUBLICATION
EXPERIENCE
SERVICE
AWARD

English  中文

Gaochang Wu, 吴高昌
Mail to: wugc@mail.neu.edu.cn
Google Scholar

Welcome to my homepage. I am currently an associate professor/PhD supervisor in the State Key Laboratory of Synthetical Automation for Process Industries (SAPI), Northeastern University (China). My supervisor is Prof. Tianyou Chai. My current research interests include light field processing, machine learning and working condition recognition in industrial fields.

Selected Publications

 

LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation[C]
IEEE International Conference on Computer Vision (IEEE ICCV), Accepted
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 ]


 

Spatial-Angular Attention Network for Light Field Reconstruction[J]
arXiv:2007.02252
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai


[ 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 ] [ Supplementary file ] [ Code ]


 

Joint View Synthesis and Disparity Refinement for Stereo Matching [J]
Frontiers of Computer Science, 2019

Gaochang Wu, Yipeng Li, Yuanhao Huang, Yebin Liu


[ Project page ]  [ Paper ]


 

Abnormal Condition Diagnosis based on Deep Learning of Image Sequences for Fused Magnesium Furnaces [J]
ACTA Automatica Sinica (CN), 2019
Gaochang Wu, Qiang Liu, Tianyou Chai, S. Joe Qin


[ Project page ]  [ 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


[ Project page ]  [ 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 ]

Experience

· Northeastern University (Associate Professor)

State Key Laboratory of Synthetical Automation for Process Industries (SAPI)

October, 2020 - Present

· Northeastern University (PhD)

State Key Laboratory of Synthetical Automation for Process Industries (SAPI)
Prof. Tianyou Chai

September, 2015 - October, 2020

· Tsinghua University (Visiting PhD Student)

Department of Automation, BBNC Lab
Prof. Qionghai Dai, Prof. Yebin Liu

July, 2015 - September, 2017

· Northeastern University (MS)

School of Mechanical Engineering and Automation, Vehicle Research Institute
Prof. Yongfu Wang

September, 2013 - July, 2015

· Jilin University (Visiting Bechelor)

School of Vehicle Engineering

September, 2010 - July, 2011

· Northeastern University (Bechelor)

School of Mechanical Engineering and Automation


September, 2009 - July, 2013

Service

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

· IEEE Transactions on Image Processing (IEEE TIP)

· 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

Award

· ICME 2020 Grand Challenge on Densely Sampled Light Field Reconstruction, 1st Place

· National scholarship for PhD students

· ICME 2018 Grand Challenge on Densely Sampled Light Field Reconstruction, 2nd Place

· National scholarship for postgraduate students

· 2010 Higher education cup of China undergraduate advanced mapping technology and product information modeling contest, 1st Price

Links

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

 

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