Deep object detection – Reading session

by Zhiming Luo


  1. R-CNN

Girshick et al. “Rich feature hierarchies for accurate object detection and semantic segmentation.” CVPR. 2014.

  1. SPP-Net

He et al. “Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition.” TPAMI. 2015.

  1. Fast RCNN, OHEM

Girshick. “Fast R-CNN.” ICCV. 2015.

Shrivastava et al. “Training Region-based Object Detectors with Online Hard Example Mining.” CVPR. 2016.

  1. Faster RCNN:

Ren et al. “Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks.” NIPS. 2015.

Zhang et al. “Is Faster R-CNN Doing Well for Pedestrian Detection.” ECCV. 2016.

  1. YOLO, SSD

Redmon et al. “You Only Look Once: Unified, Real-Time Object Detection.” CVPR. 2016.

Liu et al. “SSD: Single Shot MultiBox Detector.” ECCV. 2016.

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