Face Image Quality and its Improvement in a Face Detection System

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Abstract

When a person passes by a surveillance camera a sequence of images is obtained. Most of these images are redundant and usually keeping some of them which have better quality is sufficient. So before performing any analysis on the face of a person, the face at the first step needs to be detected. In the second step the quality of the different face images needs to be evaluated. Finally, after choosing the best image(s) based on this quality assessment, in the third step, if this image(s) is not satisfying a predefined set of measures for good quality images, its quality should be improved. In this work we are trying to develop a system to deal with the video sequences in these 3 steps.
Original languageEnglish
Title of host publicationProceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis
EditorsSøren I. Olsen
Number of pages3
PublisherMuseum Tusculanum
Publication date2008
Pages25-27
Publication statusPublished - 2008
EventThe 16'th Danish Conference on Pattern Recognition and Image Analysis - Copenhagen, Denmark
Duration: 21 Aug 2008 → …

Conference

ConferenceThe 16'th Danish Conference on Pattern Recognition and Image Analysis
CountryDenmark
CityCopenhagen
Period21/08/2008 → …
SeriesTechnical Report
Number08-10
ISSN0107-8283

Cite this

Kamal, N., & Moeslund, T. B. (2008). Face Image Quality and its Improvement in a Face Detection System. In S. I. Olsen (Ed.), Proceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis (pp. 25-27). Museum Tusculanum. Technical Report, No. 08-10
Kamal, Nasrollahi ; Moeslund, Thomas B. / Face Image Quality and its Improvement in a Face Detection System. Proceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis. editor / Søren I. Olsen. Museum Tusculanum, 2008. pp. 25-27 (Technical Report; No. 08-10).
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Kamal, N & Moeslund, TB 2008, Face Image Quality and its Improvement in a Face Detection System. in SI Olsen (ed.), Proceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis. Museum Tusculanum, Technical Report, no. 08-10, pp. 25-27, Copenhagen, Denmark, 21/08/2008.

Face Image Quality and its Improvement in a Face Detection System. / Kamal, Nasrollahi; Moeslund, Thomas B.

Proceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis. ed. / Søren I. Olsen. Museum Tusculanum, 2008. p. 25-27 (Technical Report; No. 08-10).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

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AB - When a person passes by a surveillance camera a sequence of images is obtained. Most of these images are redundant and usually keeping some of them which have better quality is sufficient. So before performing any analysis on the face of a person, the face at the first step needs to be detected. In the second step the quality of the different face images needs to be evaluated. Finally, after choosing the best image(s) based on this quality assessment, in the third step, if this image(s) is not satisfying a predefined set of measures for good quality images, its quality should be improved. In this work we are trying to develop a system to deal with the video sequences in these 3 steps.

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Kamal N, Moeslund TB. Face Image Quality and its Improvement in a Face Detection System. In Olsen SI, editor, Proceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis. Museum Tusculanum. 2008. p. 25-27. (Technical Report; No. 08-10).