Cheng GuangLiang (程光亮)

Institute of Automation, Chinese Academy of Sciences (CASIA)
Research Interests:Image ClassificationImage SegmentationMachine LearningPattern RecognitionRoad ExtractionDeep Learning

I am currently a second year Ph.D. candidate in Institute of Automation, Chinese Academy of Sciences (CASIA). My supervisor is Prof. Chunhong Pan. Before that, I received my B.S. degree from the Department of Automation, Institute of Information and Control Engineering, China University of Petroleum (UPC) in 2012, supervised by Prof. Yuhong Wang. My research interests focus on Machine Learning, Pattern Recognition, Image Processing on Remote Sensing, Deep Learning, Semi-supervised Learning.

1. The road dataset for TGRS2017 is public available now, please see the Datasets part.

2.One paper has been accepted by IEEE Transaction on Geoscience and Remote Sensing (TGRS) 2017.

3.One paper has been accepted by IEEE Geoscience and Remote Sensing Letters(IGRSL) 2017.

  1. OVSNet: Towards One-Pass Real-Time Video Object Segmentation
    Peng Sun, Peiwen Lin, Guangliang Cheng, Jianping Shi, Jiawan Zhang, Xi Li. arXiv: 2019 Abstract 
  2. GDRQ: Group-based Distribution Reshaping for Quantization
    Haibao Yu, Tuopu Wen, Guangliang Cheng, Jiankai Sun, Qi Han, Jianping Shi. arXiv: 2019 Abstract 
  3. Recognizing road from satellite images by structured neural network
    Guangliang Cheng, C Wu, Q Huang, Y Meng, J Shi, J Chen, D Yan. Neurocomputing: 2019 ,356 ,131-141 Abstract 
  4. Graph-guided Architecture Search for Real-time Semantic Segmentation
    Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi. arXiv: 2019 Abstract 
  5. Automatic Road Detection and Centerline Extraction via Cascaded End-to-end Convolutional Neural Network
    Guangliang Cheng, Ying Wang, Shibiao Xu, Hongzhen Wang, Shiming Xiang and Chunhong Pan. IEEE Transactions on Geoscience and Remote Sensing: 2017 (IF=3.36) ,16 Abstract 
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Updated on:2019-09-21 11:20      Total Visits:1067

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