原文地址 : http://blog.csdn.net/ture_dream/article/details/52758422

注   :FasterR-CNN: faster region-based convolutional neural network

             SPP:   spatial pyramid pooling 

             MS-CNN: multi-scale CNN

             


一张图理清CNN脉络 RCNN SPP FASTRCNN FASTERRCNN 到 MSCNN

     

1.A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection    Zhaowei Cai1, Quanfu Fan2, Rogerio S. Feris2,

            MSCNN 论文地址:点击打开链接


 2. Girshick, R.B.: Fast R-CNN. In: ICCV. (2015) 1440–1448 

            论文地址:点击打开链接

            code:  https://github.com/rbgirshick/fast-rcnn


 3. Ren, S., He, K., Girshick, R., Sun, J.: Faster r-cnn: Towards real-time object  detection with region proposal networks. In: NIPS. (2015)           

            论文地址: 点击打开链接

            code:  https://arxiv.org/pdf/1506.01497v3.pdf

4. Rich feature hierarchies for accurate object detection and semantic segmentation (RCNN)

            论文地址:点击打开链接

            作者的很炫酷的幻灯片:点击打开链接

5. He, K., Zhang, X., Ren, S., Sun, J.: Spatial pyramid pooling in deep convolutional  networks for visual   recognition.  In: ECCV. (2014) 346–361

            论文地址(这个找了好久):点击打开链接

            PPT:http://www.image-net.org/challenges/LSVRC/2014/slides/sppnet_ilsvrc2014.pdf

                  code:  https://github.com/ShaoqingRen/SPP_net

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