jin gao-澳门游戏娱乐场棋牌

jin gao
ph.d., associate professor
national laboratory of pattern recognition


/ / / curriculum vitae (cv)

biography

i am currently an associate professor with national laboratory of pattern recognition at the , beijing, china. i received the ph.d. degree in pattern recognition and intelligent systems from the at casia in 2015. my supervisor is . before that, i received the b. eng degree from , beijing, china, in 2010.

my research interests include computer vision and machine learning, with a focus on visual tracking. my goal is to develop fundamental algorithms and practical systems for autonomous robots, such as wheeled mobile robots, self-driving cars.

news

  • 2020-05: two papers are accepted by icip 2020.
  • 2020-03: i became able to supervise master's students. please do not hesitate to drop me an email if you are interested in working with me.
  • 2020-02: one paper is accepted by cvpr 2020 as oral presentation.
  • 2019-12: i was elected as a member of the youth innovation promotion association, cas.
  • 2019-10: i received msra visiting young faculty program (startrack) award, thanks msra!

publications

recursive least-squares estimator-aided online learning for visual tracking
jin gao, ,
the ieee conference on computer vision and pattern recognition (cvpr), seattle, june 2020.

|
  @inproceedings{gao_2020_cvpr,
    author = {gao, jin and hu, weiming and lu, yan},
    title = {recursive least-squares estimator-aided online learning for visual tracking},
    booktitle = {the ieee conference on computer vision and pattern recognition (cvpr)},
    month = {june},
    year = {2020}
  }
      
tracking-by-fusion via gaussian process regression extended to transfer learning
jin gao, , , , ,
ieee transactions on pattern analysis and machine intelligence (tpami), apr. 2020.

| |
  @article{gao_2020_tpami,
    title = {tracking-by-fusion via gaussian process regression extended to transfer learning},
    journal = {ieee trans. pattern anal. mach. intell.},
    author = {gao, jin and wang, qiang and xing, junliang and ling, haibin and hu, weiming and maybank, stephen},
    volume={42},
    number={4},
    pages={939-955},
    month = {apr.},
    year = {2020}
  }
      
visual tracking via spatially aligned correlation filters network
, , , jin gao, , ,
european conference on computer vision (eccv), munich, sept. 2018.

|
  @inproceedings{zhang_2018_eccv,
  author = {zhang, mengdan and wang, qiang and xing, junliang and gao, jin and peng, peixi and hu, weiming and maybank, steve},
  title = {visual tracking via spatially aligned correlation filters network},
  booktitle = {the european conference on computer vision (eccv)},
  month = {sept.},
  year = {2018}
  }
      
spcnet: scale position correlation network for end-to-end visual tracking
, jin gao, , ,
international conference on pattern recognition (icpr), beijing, aug. 2018.

| |
  @inproceedings{wang_2018_icpr,
  author = {wang, qiang and gao, jin and xing, junliang and mengdan zhang and hu, weiming and maybank, stephen},
  title = {spcnet: scale position correlation network for end-to-end visual tracking},
  booktitle = {international conference on pattern recognition (icpr)},
  month = {aug.},
  year = {2018}
  }
      
do not lose the details: reinforced representation learning for high performance visual tracking
, , , jin gao, ,
international joint conference on artificial intelligence (ijcai), stockholm, july 2018.

|
  @inproceedings{wang_2018_ijcai,
    title     = {do not lose the details: reinforced representation learning for high performance visual tracking},
    author    = {qiang wang and mengdan zhang and junliang xing and jin gao and weiming hu and steve maybank},
    booktitle = {proceedings of the twenty-seventh international joint conference on
                 artificial intelligence, {ijcai-18}},
    publisher = {international joint conferences on artificial intelligence organization},             
    pages     = {985--991},
    year      = {2018},
    month     = {7},
    doi       = {10.24963/ijcai.2018/137},
    url       = {https://doi.org/10.24963/ijcai.2018/137},
  }
      
learning attentions: residual attentional siamese network for high performance online visual tracking
, , , jin gao, ,
the ieee conference on computer vision and pattern recognition (cvpr), salt lake city, june 2018.

|
  @inproceedings{wang_2018_cvpr,
  author = {wang, qiang and teng, zhu and xing, junliang and gao, jin and hu, weiming and maybank, stephen},
  title = {learning attentions: residual attentional siamese network for high performance online visual tracking},
  booktitle = {the ieee conference on computer vision and pattern recognition (cvpr)},
  month = {june},
  year = {2018}
  }
      
semi-supervised tensor-based graph embedding learning and its application to visual discriminant tracking
, jin gao, , ,
ieee transactions on pattern analysis and machine intelligence (tpami), jan. 2017.

|
  @article{gao_2017_tpami,
    title={semi-supervised tensor-based graph embedding learning and its application to visual discriminant tracking},
    author={hu, weiming and gao, jin and xing, junliang and zhang, chao and maybank, stephen},
    journal={ieee trans. pattern anal. mach. intell.},
    volume={39},
    number={1},
    pages={172-188},
    month={jan.},
    year={2017}
  }
      
joint scale-spatial correlation tracking with adaptive rotation estimation
, , jin gao, , ,
the ieee international conference on computer vision workshop (iccvw), santiago, dec. 2015.

|
  @inproceedings{zhang_2015_iccvw,
  author = {zhang, mengdan and xing, junliang and gao, jin and shi, xinchu and wang, qiang and hu, weiming},
  title = {joint scale-spatial correlation tracking with adaptive rotation estimation},
  booktitle = {the ieee international conference on computer vision workshop (iccvw)},
  month = {dec.},
  year = {2015}
  }
      
robust visual tracking using joint scale-spatial correlation filters
, , jin gao,
the ieee international conference on image processing (icip), quebec city, sept. 2015.

|
  @inproceedings{zhang_2015_icip,
  author = {zhang, mengdan and xing, junliang and gao, jin and hu, weiming},
  title = {robust visual tracking using joint scale-spatial correlation filters},
  booktitle = {the ieee international conference on image processing (icip)},
  month = {sept.},
  year = {2015}
  }
      
transfer learning based visual tracking with gaussian processes regression
jin gao, , ,
european conference on computer vision (eccv), zurich, sept. 2014.

|
  @inproceedings{gao_2014_eccv,
  author = {gao, jin and lin, haibing and hu, weiming and xing, junliang},
  title = {transfer learning based visual tracking with gaussian processes regression},
  booktitle = {the european conference on computer vision (eccv)},
  month = {september},
  year = {2014}
  }
      
discriminant tracking using tensor representation with semi-supervised improvement
jin gao, , ,
the ieee international conference on computer vision (iccv), sydney, dec. 2013.

|
  @inproceedings{gao_2013_iccv,
  author = {gao, jin and xing, junliang and hu, weiming and maybank, steve},
  title = {discriminant tracking using tensor representation with semi-supervised improvement},
  booktitle = {the ieee international conference on computer vision (iccv)},
  month = {dec.},
  year = {2013}
  }
      
graph embedding based semi-supervised discriminative tracker
jin gao, , ,
the ieee international conference on computer vision workshop (iccvw), sydney, dec. 2013.

|
  @inproceedings{gao_2013_iccvw,
  author = {gao, jin and xing, junliang and hu, weiming and zhang, xiaoqin},
  title = {graph embedding based semi-supervised discriminative tracker},
  booktitle = {the ieee international conference on computer vision workshop (iccvw)},
  month = {dec.},
  year = {2013}
  }
      
robust object tracking with online multi-lifespan dictionary learning
, jin gao, , ,
the ieee international conference on computer vision (iccv), sydney, dec. 2013.

|
  @inproceedings{xing_2013_iccv,
  author = {xing, junliang and gao, jin and li, bing and hu, weiming and yan, shuicheng},
  title = {robust object tracking with online multi-lifespan dictionary learning},
  booktitle = {the ieee international conference on computer vision (iccv)},
  month = {dec.},
  year = {2013}
  }
      
multi-object tracking under occlusion using dual-mode graph embedding
jin gao, , , ,
the iapr asian conference on pattern recognition (acpr), okinawa, nov. 2013.

|
  @inproceedings{gao_2013_acpr,
  author = {gao, jin and xing, junliang and hu, weiming and zhang, xiaoqin and hu, ruiguang},
  title = {multi-object tracking under occlusion using dual-mode graph embedding},
  booktitle = {the iapr asian conference on pattern recognition (acpr)},
  month = {nov.},
  year = {2013}
  }
      

preprints

dcfnet: discriminant correlation filters network for visual tracking
, jin gao, , ,
arxiv preprint arxiv: 1704.04057, 2017.

| code (/) |
  @article{wang2017dcfnet,
  title={dcfnet: discriminant correlation filters network for visual tracking},
  author={wang, qiang and gao, jin and xing, junliang and zhang, mengdan and hu, weiming},
  journal={arxiv preprint arxiv:1704.04057},
  year={2017}
  }
      

professional activities

conference reviewers


journal review


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