覚え書きブログ

Faster R-CNN関連の資料

  • Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks, S. Ren et al., arxiv2015

https://arxiv.org/abs/1506.01497

  • Fast R-CNN Object detection with Caffe

http://tutorial.caffe.berkeleyvision.org/caffe-cvpr15-detection.pdf

  • Faster R-CNN: Towards real-time object detection with region proposal networks (UPC Reading Group) , alideshare

https://www.slideshare.net/xavigiro/faster-rcnn-towards-realtime-object-detection-with-region-proposal-networks

  • 論文紹介Fast R-CNN & Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Takashi Abe, Slideshare
https://www.slideshare.net/takashiabe338/fast-rcnnfaster-rcnn?qid=b1fc0e9c-ecc0-4f34-9e6f-ad39595abf2e&v=&b=&from_search=1

  • Faster R-CNN architecture (chainer-faster-rcnn)

https://raw.githubusercontent.com/wiki/mitmul/chainer-faster-rcnn/images/Faster%20R-CNN.png

  • Is Faster R-CNN Doing Well for Pedestrian Detection? L. Zhang et al., arxiv2016

https://arxiv.org/abs/1607.07032

  • Online Hard Example Mining, A. Shrivastava1 et., al arxiv2016

https://arxiv.org/pdf/1604.03540.pdf