Object Detection by Multiple Distinctive Context

Object Detection by Multiple Distinctive Contexts (MDC)

Yinan Yu, Junge Zhang, Yongzhen Huang, Shuai Zheng, Weiqiang Ren, Chong Wang, Kaiqi Huang, Tieniu Tan


The Winner of PASCAL VOC 2010 Detection Challenge
Our method: NLPR_HOGLBP_MC_LCEGCHLC
Authors: Yinan Yu, Junge Zhang, Yongzhen Huang, Shuai Zheng, Weiqiang Ren, Chong Wang, Kaiqi Huang, Tieniu Tan
Department: National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences

Table 1. PASCAL VOC 2010 comp3
aero bicycle bird boat bottle bus car cat chair cow table dog horse mbike person plant sheep sofa train tv mean
Average Precision (AP%) 53.3 55.3 19.2 21.0 30.0 54.4 46.7 41.2 20.0 31.5 20.7 30.3 48.6 55.3 46.5 10.2 34.4 26.5 50.3 40.3 36.8

The Winner of PASCAL VOC 2010 Detection Challenge
Our method: NLPR_DD_DC
Authors: Junge Zhang, Yinan Yu, Yongzhen Huang, Chong Wang, Weiqiang Ren, Jinchen Wu, Kaiqi Huang, Tieniu Tan
Department: National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences