A Content Based Feature Combination Method for Face Recognition

In the last few years, Content Based Image Retrieval (CBIR) system, where images are searched based on their visual contents instead of annotated texts, has drawn enormous attention of researchers because of its growing demand from real world applications. According to many, face recognition is one of the most potential applications of CBIR. In this paper, a content based face recognition process, where color, texture, and shape features are combined to enhance the retrieval accuracy of the system, is proposed.

[1]  Amarnath Gupta,et al.  Visual information retrieval , 1997, CACM.

[2]  Toshikazu Kato,et al.  Database architecture for content-based image retrieval , 1992, Electronic Imaging.

[3]  Jan Flusser,et al.  Rotation Moment Invariants for Recognition of Symmetric Objects , 2006, IEEE Transactions on Image Processing.

[4]  Lu Liu,et al.  Content-based image retrieval using color and texture fused features , 2011, Math. Comput. Model..

[5]  Piotr Porwik,et al.  BIOMETRIC RECOGNITION SYSTEM BASED ON THE MOTION OF THE HUMAN BODY GRAVITY CENTRE ANALYSIS , 2010 .

[6]  Marina L. Gavrilova,et al.  Iris synthesis: a reverse subdivision application , 2005, GRAPHITE.

[7]  Ning-San Chang,et al.  A Relational Database System for Images , 1980, Pictorial Information Systems.

[8]  James Ze Wang,et al.  SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries , 2001, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  K. Hemachandran,et al.  Content Based Image Retrieval using Color and Texture , 2012 .

[10]  Anil K. Jain,et al.  Image retrieval using color and shape , 1996, Pattern Recognit..

[11]  Anne E. James,et al.  Content-based image retrieval approach for biometric security using colour, texture and shape features controlled by fuzzy heuristics , 2012, J. Comput. Syst. Sci..

[12]  Michael J. Swain,et al.  Color indexing , 1991, International Journal of Computer Vision.

[13]  Christos Faloutsos,et al.  Efficient and effective Querying by Image Content , 1994, Journal of Intelligent Information Systems.

[14]  Aleix M. Martinez,et al.  The AR face database , 1998 .

[15]  A. Martínez,et al.  The AR face databasae , 1998 .

[16]  Marina L. Gavrilova,et al.  Delaunay Triangulation Algorithm for Fingerprint Matching , 2006, 2006 3rd International Symposium on Voronoi Diagrams in Science and Engineering.

[17]  J. Daugman.  Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[18]  Marina L. Gavrilova,et al.  FES: A System for Combining Face, Ear and Signature Biometrics Using Rank Level Fusion , 2008, Fifth International Conference on Information Technology: New Generations (itng 2008).

[19]  Avinash C. Kak,et al.  PCA versus LDA , 2001, IEEE Trans. Pattern Anal. Mach. Intell..