Entropy based Binary Particle Swarm Optimization and classification for ear detection

Engineering Applications of Artificial Intelligence

Volumn 27, Issue , 2014, Pages 115-128

  Ganesh, Madan Ravi ^a   Krishna, Rahul ^a   Manikantan, K ^a   Ramachandran, S ^b  

^a M S RAMAIAH INSTITUTE OF TECHNOLOGY   (India)

^b SJB Intstitute of Technology   (India)

Author keywords

Binary Particle Swarm Optimization; Dual Tree Complex Wavelet Transform; Ear detection; Entropy

Indexed keywords

BINARY PARTICLE SWARM OPTIMIZATION; DUAL TREE COMPLEX WAVELET TRANSFORM (DT-CWT); DUAL-TREE COMPLEX WAVELET TRANSFORM; FACE DATABASE; FACIAL FEATURE; LIGHTING CONDITIONS; NOVEL TECHNIQUES; SALIENT FACIAL FEATURES;

FACE RECOGNITION; FORESTRY;

ENTROPY;

ENTROPY; FORESTRY; OPTIMIZATION; PATTERN RECOGNITION;

EID: 84888290510     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2013.07.022     Document Type: Article

References (39)

1. Abaza, A., Herbert, C., Harrison, M.F., 2010. Fast learning ear detection for real-time surveillance. In: Proceedings of IEEE International Conference on Biometrics: Theory, Applications and Systems.
2. A. Abaza, A. Ross, C. Hebert, M. Ann, F. Harris, and M.S. Nixon A survey on ear biometrics ACM Transactions on Embedded Computing Systems 9 4 2011
3. Alvarez, L., Gonzalez, E., Mazorra, L., 2005. Fitting ear contour using an ovoid model. In: Proceedings of International Carnahan Conference on Security Technology, pp. 145-148.
4. Ansari, S., Gupta, P., 2007. Localization of ear using outer helix curve of the ear. In: Proceedings of International Conference on Computing: Theory and Applications.
5. Arbab-Zavar, B., Nixon, M., 2007. On shape mediated enrolment in ear biometrics. In: Proceedings of International Symposium on Visual Computing.
6. Bodade, R.M., Talbar, S.N., 2011. Ear recognition using dual tree complex wavelet transform, International Journal on Advanced Computer Sciences and Applications.
7. Burge, M., Burger, W., 2000. Ear biometrics in computer vision. In: Proceedings of International Conference on Pattern Recognition, pp. 826-830.
8. J. Canny A computational approach to edge detection IEEE Transactions on Pattern Analysis and Machine Intelligence 8 1986 679 698
9. Chen, H., Bhanu, B., 2005. Shape model-based 3D ear detection from side face range images. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
10. H. Chen, and B. Bhanu Human ear recognition in 3D IEEE Transactions on Pattern Analysis and Machine Intelligence 29 4 2007 718 737
11. CMU PIE Database: 〈 http://www.ri.cmu.edu/research-project-detail. html?project-id=418&menu-id=261 〉.
12. Color FERET Database: 〈 http://www.nist.gov/itl/iad/ig/colorferet. cfm 〉.
13. R.C. Eberhart, and Y. Shi Guest editorial special issue on particle swarm optimization IEEE Transactions on Evolutionary Computation 8 3 2004 201 203
14. K.H.B. Ghazali, J. Ma, and R. Xiao An innovative face detection based on skin color segmentation International Journal on Computer Applications 34 2 2011 6 10
15. Gonzalez, C. Rafael, and R.E. Woods Digital Image Processing 2012 Pearson Prentice Hall
16. A. Iannarelli Ear Identification, Forensic Identification Series 1989 Paramount Publishing Company
17. Islam, S., Bennamoun, M., Davies, R., 2008. Fast and fully automatic ear detection using cascaded adaboost. In: Proceedings of IEEE Workshop on Applications of Computer Vision.
18. Joshi, K.V., Chauhan, N.C., 2011. Edge detection and template matching approaches for human ear detection. International Journal on Computer Applications, Special Issue on Intelligent Systems and Data Processing, 50-55.
19. N. Karabogaa, and F. Latifoglub Adaptive filtering noisy transcranial Doppler signal by using artificial bee colony algorithm Engineering Applications of Artificial Intelligence 26 2 2013 677 684
20. Kennedy, J., Eberhart, R., 1995. Particle swarm optimization. In: Proceedings of IEEE International Conference on Neural Networks, pp. 1942-1948.
21. Kennedy, J., Eberhart, R.C., 1997. A discrete binary version of the particle swarm optimization. In: Proceedings of IEEE International Conference on Systems, Man and Cybernetics, pp. 4101-4108.
22. Khan, R.A., Meyer, A., Konik, H., Bouakaz, S., 2011. Facial expression recognition using entropy and brightness features. In: Proceedings of 11th International Conference on Intelligent Systems Design and Applications (ISDA), pp. 737-742.
23. Kingsbury, N.G., 1998. The dual-tree complex wavelet transform: A new technique for shift invariance and directional filters. In: Proceedings of IEEE Digital Signal Processing Workshop.
24. B. Luitel, and G.K. Venayagamoorthy Particle swarm optimization with quantum infusion for system identification Engineering Applications of Artificial Intelligence 23 5 2010 635 649
25. MATLAB: 〈 http://www.mathworks.com 〉, 2012.
26. A. Rathi, P. Rathi, and R. Vijay Optimization of MSA with swift particle swarm optimization International Journal of Computer Applications 12 8 2010
27. Pointing Head Pose Database: 〈 http://www-prima.inrialpes.fr/perso/ Gourier/Faces/HPDatabase.html 〉, 2004.
28. S. Prakash, and P. Gupta An efficient ear localization technique Image and Vision Computing 30 1 2012 38 50
29. Prakash, S., Jayaraman, U., Gupta, P., 2009. A skin-color and template based technique for automatic ear detection. In: Proceedings of International Conference on Advances in Pattern Recognition, pp. 213-216.
30. R.M. Ramadan Abdel Kader Face recognition using particle swarm optimization-based selected features International Journal on Signal Processing, Image Processing and Pattern Recognition 2 2009 51 66
31. S. Saraf, and P. Saraf The golden proportion key to the secret of beauty The Internet Journal of Plastic Surgery 9 1 2013 5 10
32. I.W. Selesnick, R.G. Baraniuk, and N.G. Kingsbury The dual-tree complex wavelet transform IEEE Signal Processing Magazine 22 2005 123 151
33. C.E. Shannon, and W. Waver A mathematical theory of communication Bell System Technical Journal 27 1948 379 423
34. UMIST Database: 〈 http://www.sheffield.ac.uk/eee/research/iel/ research/face 〉.
35. Q. Wang, C. Zhao, and J. Yang Efficient facial feature detection using entropy and SVM Lecture Notes in Computer Science 5358 2008 763 771
36. Wu, J., Brubaker, S.C., Mullin, M.D., Rehg, J.M., 2008. Fast asymmetric learning for cascade face detection. In: Proceedings of IEEE Workshop Applications of Computer Vision.
37. Yan, P., Bowyer, K., 2006. An automatic 3D ear recognition system. In: Proceedings of International Symposium 3D Data Processing Visualization and Transmission, pp. 1297-1308.
38. P. Yan, and K. Bowyer Biometric recognition using 3D ear shape IEEE Transactions on Pattern Analysis and Machine Intelligence 29 2007 1297 1308
39. L. Yuan, and Z.C. Mu Ear detection based on skin-color and contour information Proceedings of International Conference on Machine Learning and Cybernetics 4 2007 2213 2217