Dangwei Li   李党伟   Ph.D. Student National Lab of Pattern Recognition Institute of Automation, Chinese Academy of Sciences 95, Zhongguancun East Road, Beijing 100190, P.R.China Email: lidw2009 at 126.com

Biography

I am currently a Ph.D. candidate student (5th year) in Center for Research on Intelligent Perception and Computing ( CRIPAC ), National Laboratory of Pattern Recognition ( NLPR), Institute of Automation Chinese Academy of Sciences ( CASIA ), advised by Prof. Kaiqi Huang. I received my Bachelor degree from the Communication Engineering Department, of JiLin University (JLU), in 2013.

My research interests are in computer vision and machine learning, especially in deep learning based vision applications, such as recognition, detection and human parsing. My recent work mainly focues on person middle attribute recognition and person re-identification.

Publications

• 
  A Richly Annotated Pedestrian Dataset for Person Retrieval in Real Surveillance Scenarios
  Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang
  Transaction on Image Processing (TIP), 2019.
  

  [ Paper ] [ Project Page ]

• 
  Pose Guided Deep Model for Pedestrian Attribute Recognition in Surveillance Scenarios
  Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang
  The International Conference on Multimedia and Expo (ICME), 2018.
  

  [ Paper ] [ Project Page ]

• 
  Adversarially Occluded Samples for Person Re-identification
  Houjing Huang, Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang
  The International Conference on Computer Vision and Pattern Recognition (CVPR), 2018
  

  [ Paper ] [ Project Page ]

• 
  Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification
  Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang
  The International Conference on Computer Vision and Pattern Recognition (CVPR), 2017
  

  [ Paper ] [ Project Page ]

• 
  Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization
  Yang Zhou, Kai Yu, Biao Leng, Zhang Zhang, Dangwei Li, Kaiqi Huang, Bailan Feng, Chunfeng Yao
  The British Machine Vision Conference (BMVC), 2017
  

  [ Paper ] [ Project Page ]

• 
  Multi-attribute Learning for Pedestrian Attribute Recognition in Surveillance Scenarios
  Dangwei Li, Xiaotang Chen, Kaiqi Huang
  The Asian Conference on Pattern Recognition (ACPR), 2015
  

  [ Paper ] [ Project Page ]

• 
  A Richly Annotated Dataset for Pedestrian Attribute Recognition
  Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang
  The Arxiv 2016
  

  [ Paper ] [ Project Page ]

Competitions

• 
  Alibaba Large-scale Image Search Challenge,
  Our group (Yanhua Cheng, Yueying Kao, Dangwei Li) has reached the final round from 853 teams and obtained the Excellent Award.
  

Honors & Awards

• Oustanding Reviewer of Computer Vision and Pattern Recognition 2018
• Merit Student of University of Chinese Academy of Sciences 2016
• Excellent Award, Alibaba Large-scale Image Search Challenge 2015, (member)
• JLU Oustanding Student, (for three consecutive years) 2010-2012
• JLU First-class Scholarship, (for three consecutive years) 2010-2012
• JLU National Encouragement Scholarship (for three consectutive years) 2010-2012