eprintid: 275
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/02/75
datestamp: 2023-11-09 15:15:54
lastmod: 2023-11-09 15:15:54
status_changed: 2023-11-09 15:13:42
type: article
metadata_visibility: show
creators_name: Nazr-e-Batool, 
creators_name: Hani, A.F.M.
creators_name: Yap, V.V.
title: Markov-Gibbs random field modeling of 3D skin surface textures for haptic applications
ispublished: pub
keywords: Dermatology; Pixels, Gibbs random field; Markov random field; Skin texture; Texture modeling, Markov processes
note: cited By 1; Conference of International Conference on Computational Science and its Applications, ICCSA 2007 ; Conference Date: 26 August 2007 Through 29 August 2007; Conference Code:71037
abstract: The 3D surface textures of skin are important for both visual and tactile inspection. The information of surface textures can aid the inclusion of haptic technology in tele-dermatology as well as enhance the effectiveness of current 2D based applications. This work aims to analyse and model surface textures of skin including diseased skin. For this purpose the multiple pairwise pixel interaction model of Markov-Gibbs Random Field (MGRF) has been used. Surface textures are in the form of 3D mesh which are converted to 2D height maps and modeled as grayscale textures. The results demonstrate that homogenous stochastic textures of skin can be modeled successfully. The successfully modeled textures represent the surface irregularities on scale of 0.1 mm which can create the tactile perception of roughness for skin in haptic applications. © Springer-Verlag Berlin Heidelberg 2007.
date: 2007
publisher: Springer Verlag
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-38049184251&doi=10.1007%2f978-3-540-74477-1_63&partnerID=40&md5=91c0b07232a34a7d4b045ade7eb1d8f2
id_number: 10.1007/978-3-540-74477-1₆₃
full_text_status: none
publication: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
volume: 4706 L
number: PART 2
place_of_pub: Kuala Lumpur
pagerange: 694-705
refereed: TRUE
isbn: 9783540744757
issn: 03029743
citation:   Nazr-e-Batool and Hani, A.F.M. and Yap, V.V.  (2007) Markov-Gibbs random field modeling of 3D skin surface textures for haptic applications.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4706 L (PART 2).  pp. 694-705.  ISSN 03029743