Pixel-wise histograms for visual segment description and applications

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Resumen

In this work we present an overview of several methods that extract information from a video segment using pixel-wise histograms or pixel-wise probability distributions. We will show that most of these algorithms that have been presented in the literature are specific implementations of a more general approach. Finally, we will present some applications based on these ideas to video segment retrieval and target detection in surveillance applications with static and dynamic backgrounds. We present a visual segment descriptor based on pixel-wise histograms that outperforms similar reviewed methods. In this way we show the advantages on this approach for this kind of problems.

Idioma originalInglés
Título de la publicación alojadaProgress in Pattern Recognition, Image Analysis and Applications - 11th Iberoamerican Congress in Pattern Recognition, CIARP 2006, Proceedings
EditorialSpringer Verlag
Páginas873-882
Número de páginas10
ISBN (versión impresa)3540465561, 9783540465560
DOI
EstadoPublicada - 2006
Evento11th Iberoamerican Congress in Pattern Recognition, CIARP 2006 - Cancun
Duración: 14 nov. 200617 nov. 2006

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen4225 LNCS
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia11th Iberoamerican Congress in Pattern Recognition, CIARP 2006
País/TerritorioMexico
CiudadCancun
Período14/11/0617/11/06

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