Face recognition via the overlapping energy histogram Tjahyadi, Ronny, Liu, Wanquan, An, Senjian and Venkatesh, Svetha 2007, Face recognition via the overlapping energy histogram, in IJCAI 2007 : Proceedings of the 20th International Joint Conference on Artificial Intelligence, AAAI Press, San Francisco, Calif., pp. 2891-2896. Attached Files Name Description MIMEType Size Downloads venkatesh-facerecognitionvia-2007.pdf Published version application/pdf 201.35KB 46 Title Face recognition via the overlapping energy histogram Author(s) Tjahyadi, Ronny Liu, Wanquan An, Senjian Venkatesh, Svetha Conference name International Joint Conference on Artificial Intelligence (20th : 2007 : Hyderabad, India) Conference location Hyderabad, India Conference dates 6-12 Jan. 2007 Title of proceedings IJCAI 2007 : Proceedings of the 20th International Joint Conference on Artificial Intelligence Editor(s) Veloso, Manuela M. Publication date 2007 Conference series International Joint Conference on Artificial Intelligence Start page 2891 End page 2896 Total pages 6 Publisher AAAI Press Place of publication San Francisco, Calif. Keyword(s) face recognition overlapping energy histogram bins dataset Eigenfaces 2DPCA Summary In this paper we investigate the face recognition problem via the overlapping energy histogram of the DCT coefficients. Particularly, we investigate some important issues relating to the recognition performance, such as the issue of selecting threshold and the number of bins. These selection methods utilise information obtained from the training dataset. Experimentation is conducted on the Yale face database and results indicate that the proposed parameter selection methods perform well in selecting the threshold and number of bins. Furthermore, we show that the proposed overlapping energy histogram approach outperforms the Eigenfaces, 2DPCA and energy histogram significantly. ISBN 9781577352983 Language eng Field of Research 089999 Information and Computing Sciences not elsewhere classified Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences HERDC Research category E1.1 Full written paper - refereed Copyright notice ©2007, AAAI Press Persistent URL http://hdl.handle.net/10536/DRO/DU:30044922 Document type: Conference Paper Collections: School of Information Technology Open Access Collection Related Links Link Description Connect to conference webpage Go to link with your DU access privileges     Link to Related Work Face recognition via the overlapping energy histogram (deposited 25-06-2017) International Joint Conference on Artificial Intelligence (IJCAI) Publisher (deposited 15-01-2014) AAAI Press Publisher (deposited 06-11-2013)   Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au. Versions Version Filter Type Tue, 01 May 2012, 11:06:46 EST Wed, 09 May 2012, 13:39:28 EST Wed, 09 May 2012, 13:41:10 EST Wed, 09 May 2012, 13:42:47 EST Fri, 17 Jan 2014, 07:30:59 EST Tue, 06 Sep 2016, 18:54:11 EST Sat, 17 Jun 2017, 03:11:35 EST Filtered Full Citation counts:   Cited 0 times in TR Web of Science Cited 14 times in Scopus Search Google Scholar Access Statistics: 224 Abstract Views, 47 File Downloads  -  Detailed Statistics Created: Tue, 01 May 2012, 11:06:46 EST

Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.