HoG 和PHoG (pyramid HoG)

1)关于HoG的介绍可以参考博文http://blog.csdn.net/kezunhai/article/details/8830860

2)而关于PHoG则可以参考http://www.robots.ox.ac.uk/~vgg/research/caltech/phog.html

3)PHoG源码下载(Matlab):http://www.robots.ox.ac.uk/~vgg/research/caltech/phog/phog.zip

4)PHoG相关的论文:

    【1】P. Felzenszwalb, D. McAllester, D. Ramaman. A Discriminatively Trained, Multiscale, Deformable Part Model. Proceedings of the IEEE CVPR 2008.

    【2】 P. Felzenszwalb, R. Girshick, D. McAllester, D. Ramanan. Object Detection with Discriminatively Trained Part Based Models. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 32, No. 9, September 2010 pdf

    【3】 P. Felzenszwalb, R. Girshick, D. McAllester Cascade Object Detection with Deformable Part Models. Proceedings of the IEEE CVPR 2010.  pdf you also can get code star-cascade source code, This project is now hosted on github.

    【4】 N. Dalal and B. Triggs, “Histograms of oriented gradients for human detection,” in IEEE Conference on Computer Vision and Pattern Recognition, 2005.

    另外,对Spatial Pyramid感兴趣的童靴可以参考:

    【1】Spatial Pyramid 小结:http://blog.csdn.net/jwh_bupt/article/details/9625469

    【2】Spatial Pyramid的BOW和Pyramid HOG的多核:http://www.zhizhihu.com/html/y2010/2429.html

    【3】BoW|Pyramid BoW+SVM进行图像分类的Matlab Demo:http://www.zhizhihu.com/html/y2011/3536.html

转载注明出处:http://blog.csdn.net/kezunhaihttp://hi.baidu.com/belial 

你可能感兴趣的:(HOG,梯度方向直方图,phog)