Face detection based on skin color modeling and modified Hausdorff distance
Paper
Paper/Presentation Title | Face detection based on skin color modeling and modified Hausdorff distance |
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Presentation Type | Paper |
Authors | Alajel, Khalid Mohamed (Author), Xiang, Wei (Author) and Leis, John (Author) |
Journal or Proceedings Title | Proceedings of the 8th Annual IEEE Consumer Communications and Networking Conference (CCNC 2011) |
ERA Conference ID | 42910 |
Number of Pages | 6 |
Year | 2011 |
Place of Publication | Piscataway, NJ. United States |
ISBN | 9781424487905 |
Digital Object Identifier (DOI) | https://doi.org/10.1109/CCNC.2011.5766499 |
Web Address (URL) of Paper | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5766499 |
Conference/Event | CCNC 2011: Emerging and Innovative Consumer Technologies and Applications |
IEEE Consumer Communications and Networking Conference | |
Event Details | IEEE Consumer Communications and Networking Conference IEEE CCNC Rank B B B B B B B B B |
Event Details | CCNC 2011: Emerging and Innovative Consumer Technologies and Applications Event Date 09 to end of 12 Jan 2011 Event Location Las Vegas, United States |
Abstract | This paper presents a new face detection approach which is capable of detecting human faces from complex backgrounds. A new skin color modeling process is applied to the face segmentation process. Image enhancement is then used to improve the features of face candidates before feeding to the face object classifier which is based on a modified Hausdorff distance. The overall performance of the face detection system is evaluated and achieved a success rate of 87.5 %. |
Keywords | face detection; complex background; face detection system; face segmentation; human faces; modified Hausdorff distance; skin color modelling |
ANZSRC Field of Research 2020 | 409902. Engineering instrumentation |
469999. Other information and computing sciences not elsewhere classified | |
400607. Signal processing | |
Public Notes | © 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
Byline Affiliations | Department of Electrical, Electronic and Computer Engineering |
https://research.usq.edu.au/item/q0128/face-detection-based-on-skin-color-modeling-and-modified-hausdorff-distance
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