Data-Mining Based Skin-Color Modeling Using the ECL Skin-Color Images Database

Latifa Hamami Dzmitry Tsishkou 1 Liming Chen 1
1 LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
Abstract : Many human image processing techniques use skin detection as a first stage in subsequent feature extraction. In this paper we describe methods of skin detection using a data-mining technique. We also show the importance of the choice of the base simple to the performance of our skin analysis techniques. We present the details and the process of construction of our database which we have called “the ECL Skin-color Images Database from video ”. We will show that the use of a database derived from live video gives better results than one derived from internet images for face detection in video application.
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Conference papers
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https://hal.archives-ouvertes.fr/hal-01588402
Contributor : Équipe Gestionnaire Des Publications Si Liris <>
Submitted on : Friday, September 15, 2017 - 3:58:56 PM
Last modification on : Thursday, November 21, 2019 - 2:03:30 AM

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Latifa Hamami, Dzmitry Tsishkou, Liming Chen. Data-Mining Based Skin-Color Modeling Using the ECL Skin-Color Images Database. 4th International Conference on Computational Science, ICCS 2004, Jun 2004, Krakow, Poland. pp.310-317, ⟨10.1007/978-3-540-24685-5_39⟩. ⟨hal-01588402⟩

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