Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 40.2K citations

Computing, Computer Science, Computer Vision +9

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell et al. · 2014 · 31.8K citations

Computing, Computer Science, Computer Vision +16

Fast R-CNN

Ross Girshick · 2015 · 27.9K citations

Computing, Computer Science, Computer Vision +13

The Pascal Visual Object Classes (VOC) Challenge

Mark Everingham, Luc Van Gool, Christopher K. I. Williams et al. · International Journal of Computer Vision · 2009 · 19.5K citations · Full text

Computing, Computer Science, Computer Vision +11