Conference paper
Multiband curvelet-based technique for audio visual recognition over internet protocol
Signal Processing and Information Technology: First International Joint Conference SPIT 2011 and IPC 2011 Amsterdam, The Netherlands, December 1-2, 2011 Revised Selected Papers, pp.132-138
Joint International Conference on Advances in Signal Processing and Information Technology (SPIT) and the International Conference on Recent Trends in Information Processing and Computing (IPC), 1st (Amsterdam, Netherlands, 01-Dec-2011–02-Dec-2011)
LNICST, 62, Springer
2012
Abstract
The transmission of the entire video and audio sequences over an internal or external network during the implementation of audio-visual recognition over internet protocol is inefficient especially when only selected data out of the entire video and audio sequences are actually used for the recognition process. Hence, in this paper, we propose an efficient method of implementing audio-visual recognition over internet protocol whereby only the extracted audio-visual features are transmitted over internet protocol. To extract the robust features from the video sequence, a multiband curvelet-based technique is employed at the client whereas a late multi-modal fusion scheme using RBF neural network is employed at the server to perform the recognition across both modalities. The proposed audio-visual recognition system is implemented on several standard audio-visual databases to showcase the efficiency of the system.
Details
- Title
- Multiband curvelet-based technique for audio visual recognition over internet protocol
- Authors
- Sue Inn Ch'ng (Author) - University of Nottingham Malaysia CampusK Seng (Author) - Sunway UniversityFong Tien Ong (Author) - University of Nottingham Malaysia CampusLi-Minn Ang (Author) - University of Nottingham Malaysia Campus
- Publication details
- Signal Processing and Information Technology: First International Joint Conference SPIT 2011 and IPC 2011 Amsterdam, The Netherlands, December 1-2, 2011 Revised Selected Papers, pp.132-138
- Conference details
- Joint International Conference on Advances in Signal Processing and Information Technology (SPIT) and the International Conference on Recent Trends in Information Processing and Computing (IPC), 1st (Amsterdam, Netherlands, 01-Dec-2011–02-Dec-2011)
- Series
- LNICST; 62
- Publisher
- Springer
- Date published
- 2012
- DOI
- 10.1007/978-3-642-32573-1_21; 10.1007/978-3-642-32573-1
- ISSN
- 1867-822X; 1867-8211
- Organisation Unit
- University of the Sunshine Coast, Queensland; School of Science, Technology and Engineering; Engage Research Lab
- Language
- English
- Record Identifier
- 99513801402621
- Output Type
- Conference paper
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