NDLI: Skin color modeling for face detection and segmentation: a review and a new approach

Content Provider	Springer Nature Link
Author	Chen, Wei Wang, Ke Jiang, Haifeng Li, Ming
Copyright Year	2014
Abstract	Detecting skin-colored pixels, although seems a straightforward easy task, has proven to be quite a challenging task in images that are captured under complex unconstrained imaging conditions. Color segmentation is an important method of segmenting the body in images. In this paper, we first provides a review of skin color modeling research works for face detection. In particular, we focus on discussing the challenges of skin color modeling, detection, and segmentation, and then we present the skin color modeling and region-based skin segmentation. We also propose a new approach to analyze the hue characteristics of monitoring personnel in coal mine. We determine the skin color boundaries of the miners using the boundary detection method based on the response of visual hue. And then, we apply to determining hue area method using dual hue detector to segment skin color for miners. Experiments show that the method has excellent ability to segment skin regions of miners. We also summarize the most widely used methods for skin detection approaches and collecting their numerical evaluation results.
Starting Page	839
Ending Page	862
Page Count	24
File Format	PDF
ISSN	13807501
Journal	Multimedia Tools and Applications
Volume Number	75
Issue Number	2
e-ISSN	15737721
Language	English
Publisher	Springer US
Publisher Date	2014-11-15
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Image segmentation Skin color modeling Boundary detection Region based segmentation Dual hue detector Multimedia Information Systems Computer Communication Networks Data Structures, Cryptology and Information Theory Special Purpose and Application-Based Systems
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Hardware and Architecture Software Media Technology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Color-based skin segmentation in videos using a multi-step spatial method

Energy-based blob analysis for improving precision of skin segmentation

An efficient face detection based on color-filtering and its application to smart devices

Multiple color space channel fusion for skin detection

3D CAD solid model retrieval based on region segmentation

A contour detector with improved corner detection

Systematic skin segmentation: merging spatial and non-spatial data

Fuzzy color distribution chart -based shot boundary detection

Detection of saliency maximally stable color regions

Skin color modeling for face detection and segmentation: a review and a new approach

Similar Documents

Color-based skin segmentation in videos using a multi-step spatial method

Energy-based blob analysis for improving precision of skin segmentation

An efficient face detection based on color-filtering and its application to smart devices

Multiple color space channel fusion for skin detection

3D CAD solid model retrieval based on region segmentation

A contour detector with improved corner detection

Systematic skin segmentation: merging spatial and non-spatial data

Fuzzy color distribution chart -based shot boundary detection

Detection of saliency maximally stable color regions

Skin color modeling for face detection and segmentation: a review and a new approach