Distributed Face Recognition: A Multiagent Approach

Girija Chetty; Dharmendra Sharma

doi:10.1007/11893011_148

Distributed Face Recognition: A Multiagent Approach

Girija Chetty, Dharmendra Sharma

Information Systems

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

In this paper we present an application of agent technology to the problem of face recognition. With a new composite model consisting of multiple layers, the system can achieve high performance in terms of robustness and recognition in complex visual environmental conditions. The robustness of the complex face recognition system is enhanced due to integration with agent based paradigm, with more than 95% accuracy achieved under illumination, pose and expression variations of faces in images with multiple faces, and background objects. The results of preliminary findings are promising, suggesting further investigations in intelligent agent methodology for multimodal biometrics using fusion of face, gait, gesture, and voice biometric traits to person identity recognition problem in distributed scenarios such as video surveillance, health informatics, and crime investigation applications

Original language	English
Title of host publication	10th International Conference, KES 2006. Knowledge-Based Intelligent Information and Engineering Systems.
Editors	B Gabrys, R.J Howlett, L.C Jain
Place of Publication	Germany
Publisher	Springer
Pages	1168-1175
Number of pages	8
ISBN (Electronic)	9783540465447
ISBN (Print)	9783540465423
DOIs	https://doi.org/10.1007/11893011_148
Publication status	Published - 2006
Event	KES2006 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems - Bournemouth, United Kingdom Duration: 9 Oct 2006 → 11 Oct 2006

Conference

Conference	KES2006 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems
Country/Territory	United Kingdom
City	Bournemouth
Period	9/10/06 → 11/10/06

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1007/11893011_148

Cite this

@inproceedings{4231ccff91614ef592bb7d70b04aeef7,

title = "Distributed Face Recognition: A Multiagent Approach",

abstract = "In this paper we present an application of agent technology to the problem of face recognition. With a new composite model consisting of multiple layers, the system can achieve high performance in terms of robustness and recognition in complex visual environmental conditions. The robustness of the complex face recognition system is enhanced due to integration with agent based paradigm, with more than 95% accuracy achieved under illumination, pose and expression variations of faces in images with multiple faces, and background objects. The results of preliminary findings are promising, suggesting further investigations in intelligent agent methodology for multimodal biometrics using fusion of face, gait, gesture, and voice biometric traits to person identity recognition problem in distributed scenarios such as video surveillance, health informatics, and crime investigation applications",

author = "Girija Chetty and Dharmendra Sharma",

year = "2006",

doi = "10.1007/11893011_148",

language = "English",

isbn = "9783540465423",

pages = "1168--1175",

editor = "B Gabrys and R.J Howlett and L.C Jain",

booktitle = "10th International Conference, KES 2006. Knowledge-Based Intelligent Information and Engineering Systems.",

publisher = "Springer",

address = "Netherlands",

note = "KES2006 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems ; Conference date: 09-10-2006 Through 11-10-2006",

}

Chetty, G & Sharma, D 2006, Distributed Face Recognition: A Multiagent Approach. in B Gabrys, RJ Howlett & LC Jain (eds), 10th International Conference, KES 2006. Knowledge-Based Intelligent Information and Engineering Systems.. Springer, Germany, pp. 1168-1175, KES2006 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, Bournemouth, United Kingdom, 9/10/06. https://doi.org/10.1007/11893011_148

Distributed Face Recognition: A Multiagent Approach. / Chetty, Girija ; Sharma, Dharmendra.
10th International Conference, KES 2006. Knowledge-Based Intelligent Information and Engineering Systems.. ed. / B Gabrys; R.J Howlett; L.C Jain. Germany: Springer, 2006. p. 1168-1175.

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

TY - GEN

T1 - Distributed Face Recognition: A Multiagent Approach

AU - Chetty, Girija

AU - Sharma, Dharmendra

PY - 2006

Y1 - 2006

N2 - In this paper we present an application of agent technology to the problem of face recognition. With a new composite model consisting of multiple layers, the system can achieve high performance in terms of robustness and recognition in complex visual environmental conditions. The robustness of the complex face recognition system is enhanced due to integration with agent based paradigm, with more than 95% accuracy achieved under illumination, pose and expression variations of faces in images with multiple faces, and background objects. The results of preliminary findings are promising, suggesting further investigations in intelligent agent methodology for multimodal biometrics using fusion of face, gait, gesture, and voice biometric traits to person identity recognition problem in distributed scenarios such as video surveillance, health informatics, and crime investigation applications

AB - In this paper we present an application of agent technology to the problem of face recognition. With a new composite model consisting of multiple layers, the system can achieve high performance in terms of robustness and recognition in complex visual environmental conditions. The robustness of the complex face recognition system is enhanced due to integration with agent based paradigm, with more than 95% accuracy achieved under illumination, pose and expression variations of faces in images with multiple faces, and background objects. The results of preliminary findings are promising, suggesting further investigations in intelligent agent methodology for multimodal biometrics using fusion of face, gait, gesture, and voice biometric traits to person identity recognition problem in distributed scenarios such as video surveillance, health informatics, and crime investigation applications

U2 - 10.1007/11893011_148

DO - 10.1007/11893011_148

M3 - Conference contribution

SN - 9783540465423

SP - 1168

EP - 1175

BT - 10th International Conference, KES 2006. Knowledge-Based Intelligent Information and Engineering Systems.

A2 - Gabrys, B

A2 - Howlett, R.J

A2 - Jain, L.C

PB - Springer

CY - Germany

T2 - KES2006 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems

Y2 - 9 October 2006 through 11 October 2006

ER -

Distributed Face Recognition: A Multiagent Approach

Abstract

Conference

UN SDGs

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