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. 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 
  2. Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting
    Guangliang Cheng, Feiyun Zhu, Shiming Xiang, Ying Wang, Chunhong Pan. Neurocomputing: 2016 ,205 ,(IF=2.392) Abstract 
  3. Road Centerline Extraction via Semisupervised Segmentation and Multidirection Nonmaximum Suppression
    Guangliang Cheng, Feiyun Zhu, Shiming Xiang and Chunhong Pan. IEEE Geoscience and Remote Sensing Letters (GRSL): 2016 (IF=2.228) ,13 ,545-549 Abstract  Download
  4. Semi-supervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression
    Guangliang Cheng, Feiyun Zhu, Shiming Xiang, Ying Wang and Chunhong Pan. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing (Jstars): 2016 (IF=3.026) ,9 ,595-608 Abstract  Download
  5. Road Extraction via Adaptive Graph Cuts with Multiple Features
    Guangliang Cheng, Ying Wang, Feiyun Zhu and Chunhong Pan. IEEE International Conference on Image Processing (ICIP): 2015 ,5 pages Abstract  Download
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Updated on:2018-06-21 12:49      Total Visits:3365

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