Gaochang Wu, 吴高昌 |
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. We are searching for masters and PhDs who are engaged or interested in the above research areas. Those who are interested are encouraged to contact me: wugc@mail.neu.edu.cn. |
Selected Publications |
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Disentangling Light Fields for Super-Resolution and Disparity Estimation[J]
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Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network[J]
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Spatial-Angular Attention Network for Light Field Reconstruction[J]
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LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation[C]
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Cross-MPI: Cross-scale Stereo for Image Super-Resolution using Multiplane Images[C]
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LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction [J]
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Learning Sheared EPI Structure for Light Field Reconstruction [J] |
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Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications [J]
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Joint View Synthesis and Disparity Refinement for Stereo Matching [J] [ Project page ] [ Paper ] |
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Abnormal Condition Diagnosis based on Deep Learning of Image Sequences for Fused Magnesium Furnaces [J]
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Light Field Reconstruction Using Deep Convolutional Network on EPI [C]
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Light Field Image Processing: An Overview [J]
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Cross-Scale Reference-based Light Field Super-Resolution [J]
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Automatic determination of cutoff frequency for filter design using neuro-fuzzy systems [J] |
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Data mining based noise diagnosis and fuzzy filter design for image processing [J]
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Experience |
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· 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) |
September, 2015 - October, 2020 |
· Tsinghua University (Visiting PhD Student) Department of Automation, BBNC Lab | July, 2015 - September, 2017 |
· Northeastern University (MS) School of Mechanical Engineering and Automation, Vehicle Research Institute |
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 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 |
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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