NDLI: Face Detection with High Precision Based on Radial-Symmetry Transform and Eye-Pair Checking

Content Provider	IEEE Xplore Digital Library
Author	Yea-Shuan Huang Hao-ying Cheng Po-Feng Cheng Cheng-Yuan Tang
Copyright Year	2006
Description	Author affiliation: Chung Hua University, Taiwan; Industrial Technology Research Institute, Taiwan (Yea-Shuan Huang) \|\| Huafan University, Taiwan (Cheng-Yuan Tang) \|\| Industrial Technology Research Institute, Taiwan (Hao-ying Cheng; Po-Feng Cheng)
Abstract	In this paper, a novel face detection algorithm is proposed which can detect both face and eye pupils efficiently at the same time. Interestingly, the results of face detection can be used to identify the regions of interest for pupil detection, and the results of pupil detection can be further contributed to detect more precise faces. A cascaded face filter is first constructed by using an adaboosting algorithm, which can rapidly filter out the non-face regions and keeps the possible face regions. Based on a radial-symmetry transform, the signal of eye pupil in a face candidate is considerably enhanced and becomes easy to detect. With an eye-pair checking process, the two pupil candidates are chosen as the outputted pupils if their corresponding face image obtains the highest verification score which is also larger than a predefined threshold. Experiments on the famous BioID face database have shown that 90.0% of faces can be successfully detected, and among the detected faces about 98% of eye pupils are detected with highly acceptable precision.
Starting Page	62
Ending Page	62
File Size	241380
Page Count	1
File Format	PDF
ISBN	0769526888
DOI	10.1109/AVSS.2006.49
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-11-22
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Computer vision Filters Eyes Image databases Face recognition Computed tomography Humans Face detection Application software
Content Type	Text
Resource Type	Article

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

A Novel Eye Location Algorithm based on Radial Symmetry Transform

Face detection based on generic local descriptors and spatial constraints

Detection of eyes from human faces by Hough transform and separability filter

Detection, analysis and matching of hair

Automatic Face Recognition from Skeletal Remains

Eyes Location Based on Dual-Orientation Gabor Filters and Templates

Average of Synthetic Exact Filters

An Efficient Face Normalization Algorithm Based on Eyes Detection

Eye Location Based on Gray Projection

Face Detection with High Precision Based on Radial-Symmetry Transform and Eye-Pair Checking

Similar Documents

A Novel Eye Location Algorithm based on Radial Symmetry Transform

Face detection based on generic local descriptors and spatial constraints

Detection of eyes from human faces by Hough transform and separability filter

Detection, analysis and matching of hair

Automatic Face Recognition from Skeletal Remains

Eyes Location Based on Dual-Orientation Gabor Filters and Templates

Average of Synthetic Exact Filters

An Efficient Face Normalization Algorithm Based on Eyes Detection

Eye Location Based on Gray Projection

Face Detection with High Precision Based on Radial-Symmetry Transform and Eye-Pair Checking