个人概况

姓    名:董健

职    称:科学家

职    务:技术总监

研究方向:深度学习、计算机视觉

通信地址:北京市朝阳区酒仙桥路6号院(电子城•国际电子总部)2号楼

电    话:18810273285

电子邮件:dongjian-iri@360.cn

教育情况

新加坡国立大学  博士学位       

中国科学与技术大学  学士学位       

工作经历

技术总监               奇虎360

研究科学家            Amazon

科研项目(973、科技部重点研发计划等)

2017北京市科委项目:面向智能终端的高能效深度学习加速技术研究

著作文集(期刊专著等)

1.Jian Dong, Qiang Chen, Shuicheng Yan, Alan Yuille: Towards Unified Object Detection and Semantic Segmentation. ECCV 2014

2.Qiang Chen, Jian Dong, Rahil Garavi, Shuicheng Yan. High Order Parametric Coding for Visual Recognition. (submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence)

3.Yunchao Wei, Wei Xia, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan. CNN: Single-label to Multi-label. (submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence)

4.Jian Dong, Qiang Chen, Jianchao Yang, Shuicheng Yan: A Deformable Mixture Parsing Model with Parselets. (minor revision, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence)

5.Jian Dong, Qiang Chen, Jiashi Feng, Kui Jia, Zhongyang Huang, and Shuicheng Yan: Looking Inside Category: Subcategory-aware Object Recognition. (accepted to IEEE Transactions on Circuits and Systems for Video Technology)

6.Qiang Chen, Zheng Song, Jian Dong, Zhongyang Huang, Yang Hua, Shuicheng Yan: Contextualizing Object Detection and Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence.

7.Jian Dong, Qiang Chen, Jianchao Yang, Shuicheng Yan: Towards Unified Human Parsing and Pose Estimation. CVPR 2014

8.Jian Dong, Qiang Chen, Wei Xia, Zhongyang Huang, Shuicheng Yan: A Deformable Mixture Parsing Model with Parselets. ICCV 2013

9.Wei Xia, Csaba Domokos, Jian Dong, Loong Fah Cheong, Shuicheng Yan: Semantic Segmentation without Annotating Segments. ICCV 2013.

10.Jian Dong, Qiang Chen, Jiashi Feng, Wei Xia, Zhongyang Huang, Shuicheng Yan: Subcategory Aware Object Recognition. CVPR 2013

11.Jian Dong, Bin Cheng, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan, Xi Zhou: Robust image annotation via simultaneous feature and sample outlier pursuit. TOMCCAP 9(4): 24 (2013)

12.Jiashi Feng, Yuzhao Ni, Jian Dong, Zilei Wang, Shuicheng Yan: Purposive Hidden-Object-Game: Embedding Human Computation in Popular Game. IEEE Transactions on Multimedia 14(5): 1496-1507 (2012)

13.Mengdi Xu, Bingbing Ni, Jian Dong, ZhongYang Huang, Meng Wang, Shuicheng Yan: Touch saliency. ACM Multimedia 2012

14.Jian Dong, Yuzhao Ni, Jiashi Feng, Shuicheng Yan: Purposive hidden-object game (P-HOG) towards imperceptible human computation. ACM Multimedia 2011: 773-774

15.Yuzhao Ni, Jian Dong, Jiashi Feng, Shuicheng Yan: Purposive hidden-object-game: embedding human computation in popular game. ACM Multimedia 2011: 1121-1124

16.Si Liu, Qiang Chen, Jian Dong, Shuicheng Yan, Changsheng Xu, Hanqing Lu: Snap & play: auto-generate personalized find-the-difference mobile game. ACM Multimedia 2011: 993-996

17.Yadong Mu, Jian Dong, Xiaotong Yuan, Shuicheng Yan: Accelerated low-rank visual recovery by random projection. CVPR 2011: 2609-2616

学术荣誉(获奖情况)

冠军,ImageNet ILSVRC2017 localization task

冠军,ImageNet ILSVRC2014 detection task

亚军,ImagNet ILSVRC2013 classification task

冠军,PAS­CAL VOC2012 Chal­lenge ob­ject segmentation task

冠军,PAS­CAL VOC2012 Chal­lenge ob­ject clas­si­fi­ca­tion task

社会服务(社会兼职、杂志编委等)