目录
-
相关背景
-
从传统方法到R-CNN
-
从R-CNN到SPP
-
Fast R-CNN
-
Faster R-CNN
-
YOLO
-
SSD
-
总结
-
参考文献
-
推荐链接
扫描二维码关注公众号,回复: 2609401 查看本文章
相关背景
从传统方法到R-CNN
从R-CNN到SPP
Fast R-CNN
Faster R-CNN
YOLO
SSD
总结
参考文献
-
-
- Girshick, R., Donahue, J., Darrell, T., Malik, J.: Rich feature hierarchies for accurate object detection and semantic segmentation. In: CVPR. (2014)
-
-
SPP
-
- He, K., Zhang, X., Ren, S., Sun, J.: Spatial pyramid pooling in deep convolutional networks for visual recognition. In: ECCV. (2014)
-
-
Fast R-CNN
-
- Girshick, R.: Fast R-CNN. In: ICCV. (2015)
-
-
Faster R-CNN
-
- Ren, S., He, K., Girshick, R., Sun, J.: Faster R-CNN: Towards real-time object detection with region proposal networks. In: NIPS. (2015)
-
-
YOLO
-
- Redmon, J., Divvala, S., Girshick, R., Farhadi, A.: You only look once: Unified, real-time object detection. In: CVPR. (2016)
-
-
SSD
-
- W. Liu, D. Anguelov, D. Erhan, C. Szegedy, and S. Reed. SSD: Single shot multibox detector. arXiv:1512.02325v2, 2015
-
推荐链接
-
Object detection methods (codes)
-
- https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html#r-cnn
-
-
所有目标检测方法的中文总结(博客)
-
- http://46aae4d1e2371e4aa769798941cef698.devproxy.yunshipei.com/cosmosshadow/article/details/50244715
- http://www.cnblogs.com/venus024/p/5717766.html
-
-
Faster RCNN的论文阅读
-
- http://www.voidcn.com/blog/sloanqin/article/p-5994844.html
-
-
YOLO的论文阅读
-
- http://blog.csdn.net/tangwei2014/article/details/50915317
- http://blog.csdn.net/cv_family_z/article/details/46803421
-
-
R-FCN的论文阅读
-
- http://blog.csdn.net/u011534057/article/details/52733823
-
-
SSD的论文阅读
-
- http://www.aichengxu.com/view/24600342
- http://m.2cto.com/kf/201609/549802.html
- http://www.itdadao.com/articles/c15a476096p0.html
- http://blog.csdn.net/u011534057/article/details/52733686
-