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Title: Image Preprocessingfor Illumination Invariant Face Verification, Journal of Telecommunications and Information Technology, 2010, nr 4

Creator:

Leszczyński, Mariusz

Date:

2010, nr 4

Resource Type:

artykuł

Description:

Performance of the face verification system depend on many conditions. One of the most problematic is varying illumination condition. In this paper 14 normalization algorithms based on histogram normalization, illumination properties and the human perception theory were compared using 3 verification methods. The results obtained from the experiments showed that the illumination preprocessing methods significantly improves the verification rate and it’s a very important step in face verification system.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Format:

application/pdf

Resource Identifier:

oai:bc.itl.waw.pl:1063 ; ISSN 1509-4553, on-line: ISSN 1899-8852

DOI:

10.26636/jtit.2010.4.1092

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

retinex preprocessing techniques face verification PCA LDA quotient image homomorphic filtering illumination normalization histogram normalization DLDA

Object collections:

Last modified:

Aug 28, 2024

In our library since:

Mar 15, 2012

Number of object content hits:

814

All available object's versions:

https://bc.itl.waw.pl/publication/1182

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Edition name Date
Leszczyński, Mariusz, Image Preprocessingfor Illumination Invariant Face Verification, Journal of Telecommunications and Information Technology, 2010, nr 4 Aug 28, 2024

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(+48) 5128 696

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