EXPERIMENTS ON FACIAL CLASSIFICATION IN LOW LIGHT CONDITIONS

Peter Paul; Yuheng Wang

Research.Publish.Connect.

*Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search *Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search *Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search *Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

EXPERIMENTS ON FACIAL CLASSIFICATION IN LOW LIGHT CONDITIONS

Topics: Image Enhancement and Restoration; Image Formation, Acquisition Devices and Sensors; Machine Learning Technologies for Vision; Object Detection and Localization

In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, 738-741, 2012 , Rome, Italy

Authors: Peter Paul ¹ and Yuheng Wang ²

Affiliations: ¹ Xerox Corporation, United States ; ² Rochester Institute of Technology, United States

Keyword(s): Face Detection, SMQT, SNoW, Vehicle Occupancy Detection, Design of Experiments, DOE.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image Enhancement and Restoration ; Image Formation and Preprocessing ; Image Formation, Acquisition Devices and Sensors

Abstract: Robustness of SNoW based face detection using local SMQT features to low light conditions is examined through experimental investigation. Low light conditions are emulated by varying camera aperture and camera exposure time to a xenon flash device in night time conditions. For face detection in the context of vehicle occupancy detection, it was found that reducing the illumination to 25% of that required for a properly exposed image to a human observer resulted in a reduction in face classification score that did not significantly reduce classification performance.

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 3.142.250.86

In the current month:

Recent papers: 100 available of 100 total

2⁺ years older papers: 200 available of 200 total

Paper citation in several formats:

Paul, P. and Wang, Y. (2012). EXPERIMENTS ON FACIAL CLASSIFICATION IN LOW LIGHT CONDITIONS. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP; ISBN 978-989-8565-03-7; ISSN 2184-4321, SciTePress, pages 738-741. DOI: 10.5220/0003871207380741

@conference{visapp12,
author={Peter Paul. and Yuheng Wang.},
title={EXPERIMENTS ON FACIAL CLASSIFICATION IN LOW LIGHT CONDITIONS},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP},
year={2012},
pages={738-741},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003871207380741},
isbn={978-989-8565-03-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP
TI - EXPERIMENTS ON FACIAL CLASSIFICATION IN LOW LIGHT CONDITIONS
SN - 978-989-8565-03-7
IS - 2184-4321
AU - Paul, P.
AU - Wang, Y.
PY - 2012
SP - 738
EP - 741
DO - 10.5220/0003871207380741
PB - SciTePress