图像特征汇总

fromhttp://blog.csdn.net/j_study/article/details/7901043

 

MSER

Kimmel, R.  Cuiping Zhang Bronstein, A.M.  Bronstein, M.M. , "Are MSER Features ReallyInteresting?," PAMI, vol. 33, no. 11, pp. 2316-2320, 2011.

 

LBPandIts'Variants

 

http://www.cse.oulu.fi/CMV/Downloads/LBPMatlab

Ojala T, Pietik?0?1inen M &M?0?1enp?0?1?0?1 T (2002) Multiresolution gray-scale and rotation invariant textureclassification with Local Binary Patterns. IEEE Transactions on PatternAnalysis and Machine Intelligence 24(7):971-987. []重点看LBP特征的含义及构建过程

 

Ahonen T, Matas J, He C &Pietik?0?1inen M (2009) Rotation invariant image description with local binary patternhistogram fourier features. Proc. 16th Scandinavian Conference on ImageAnalysis (SCIA 2009), Oslo, Norway.

 

Face description with local binary patterns: Applicationto face recognition, PAMI, 2006. Cited by 587 - Related articles - BL Direct - All 24 versions [] 重点看在lbp在人脸识别中的应用。

 

http://www4.comp.polyu.edu.hk/~cslzhang/code.htm

  Z. Guo, L. Zhang and D. Zhang,“A Completed Modeling of Local Binary Pattern Operator for TextureClassification,”  IEEE Trans. on Image Processing, vol. 19, no. 6,pp. 1657-1663, June 2010.   ( paper ,  matlab  code )  (asmall bug in the code is fixed) [] 重点看人家是如何扩展经典lbp的，还要关注他们是如何在经典LBP代码基础上写自己的代码的。

 

  Z. Guo, L. Zhang and D. Zhang,“Rotation Invariant Texture Classification using LBP Variance (LBPV) withGlobal Matching”,  Pattern Recognition,  vol. 43, no. 3,pp. 706-719, Mar. 2010.  ( paper ,  matlab  code )

 

  Lin Zhang, Lei Zhang, ZhenhuaGuo and David Zhang, “ MONOGENIC-LBP: A NEW APPROACH FOR ROTATION INVARIANT TEXTURECLASSIFICATION ,”  ICIP 2010.  ( code )

 

  Zhenhua Guo, Lei Zhang, DavidZhang and Su Zhang, “ Rotation Invariant Texture Classification Using Adaptive LBPwith Directional Statistical Features ,”  ICIP2010.  ( code )

 

Antonio Fernández, Ovidiu Ghita, ElenaGonzález, Francesco Bianconi & Paul F. Whelan, "Evaluation ofrobustness against rotation of LBP, CCR and ILBP features in granite textureclassification," Machine Vision and Applicatio, Vol. 22, Issue 6, 2011.

 

Rand features

"Texture Classi?0?3cation from RandomFeatures," IEEE T-PAMI, 2011.

 

Brief and its variants

Brief : Binaryrobust independent elementary features , ECCV 2010. Sourcecode: http://cvlab.epfl.ch/software/brief/.

Technicalreport on Neareast Neighbor search in Binary Spaces.

Ethan Rublee, Vincent Rabaud, KurtKonolige, Gary Bradski, Hiroshi Ishiguro,"ORB: an efficient alternative toSIFT or SURF," ICCV 2011. PDF 

  

Boundary Preserving Dense Local Regions( PDF )

Jaechul Kim (University of Texas atAustin), Kristen Grauman

 

HOG and its variants 

N. Ikizler, P. Duygulu, Histogram oforiented rectangles: a new pose descriptor for human action recognition, Imageand Vision Computing, vol. 27, pp. 1515-1526, 2009. pdf  

VijayChandrasekhar, GabrielTakacs, David M. Chen, Sam S. Tsai and Yuriy Reznik, et al.

, "CompressedHistogram of Gradients: A Low-Bitrate Descriptor," Online First?6?4,14 May 2011. Download PDF (1.3 MB)