Biography
I am currently a engineer at Douyin Group. I received the M.Eng. and Ph.D. degrees from the South China University of Technology, China, in 2016 and 2019, respectively. My research interest mainly lies in computer vision, deep learning, image processing and large language model.
I am advised by Prof. Xiangmin Xu in SCUT and co-advised by Prof. Dacheng Tao in USYD. I am so lucky to work closely with Prof. Kui Jia in UM.
Education & Experience
Theses
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Perception Preserving Decolorization
Bolun Cai, Xiangmin Xu, Xiaofen Xing.
IEEE International Conference on Image Processing (ICIP), 2018
[Project]
[Paper]
[Poster]
[Code]
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A Joint Intrinsic-Extrinsic Prior Model for Retinex
Bolun Cai, Xiangmin Xu, Kailing Guo, Kui Jia, Bin Hu, Dacheng Tao.
IEEE International Conference on Computer Vision (ICCV), 2017
[Project]
[Paper]
[Poster]
[Code]
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DehazeNet: An End-to-End System for Single Image Haze Removal
Bolun Cai, Xiangmin Xu, Kui Jia, Chunmei Qing, Dacheng Tao.
IEEE Transactions on Image Processing (TIP), 2016 [๐ Highly Cited & Hot Paper]
[Project]
[Paper]
[Poster]
[Code]
[BReLU(Paddle)]
[HardTanh(Torch)]
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BIT: Biologically Inspired Tracker
Bolun Cai, Xiangmin Xu, Xiaofen Xing, Kui Jia, Jie Miao, Dacheng Tao.
IEEE Transactions on Image Processing (TIP), 2016
[Project]
[Paper]
[Poster]
[Code]
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Edge/Structure Preserving Smoothing via Relativity-of-Gaussian
Bolun Cai, Xiaofen Xing, Xiangmin Xu.
IEEE International Conference on Image Processing (ICIP), 2017 [๐ Best Paper Finalist]
[Project]
[Paper]
[Slides]
[Code]
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Real-time Video Dehazing based on Spatio-temporal MRF
Bolun Cai, Xiangmin Xu, Dacheng Tao.
Pacific-Rim Conference on Multimedia (PCM), 2016 [๐ Best Student Paper]
[Project]
[Paper]
[Slides]
[Code]
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BIT: Bio-inspired Tracker
Bolun Cai, Xiangmin Xu, Xiaofen Xing, Chunmei Qing.
IEEE International Conference on Image Processing (ICIP), 2015
[Project]
[Paper]
[Poster]
[Code]
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Bio-inspired Model with Dual Visual Pathways for Human Action Recognition
Bolun Cai, Xiangmin Xu, Chunmei Qing.
International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP), 2014
[Paper]
[Slides]
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A Coarse-to-Fine Approach for Motion Pattern Discovery
Bolun Cai, Zhifeng Luo, Kerui Li.
International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2012
[Paper]
[Slides]
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FReLU: Flexible Rectified Linear Units for Improving Convolutional Neural Networks
Suo Qiu, Xiangmin Xu, Bolun Cai.
IEEE International Conference on Pattern Recognition (ICPR), 2018
[Paper]
[Code]
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Multi-invariance appearance model for object tracking
Guicong Xu, Xiangmin Xu, Xiaofen Xing, Bolun Cai, Chunmei Qing.
IEEE International Conference on Digital Signal Processing (DSP), 2015
[Paper]
[Report]
Last updated on May 4, 2018
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