Object Detection

Rich feature hierarchies for accurate object detection and semantic segmentation by Girshick et. al

ROI Pooling:

Faster R-CNN:

• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks by Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun

Notable Object Detection Methods:

• SSD: Single Shot MultiBox Detector by Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, Alexander C. Berg
• YOLO9000: Better, Faster, Stronger by Joseph Redmon, Ali Farhadi
• Mask R-CNN by Kaiming He, Georgia Gkioxari, Piotr Dollar and Ross Girshick