Image segmentation using morphological tools

In this work we study the extraction of semantic objects from images together with a metric that ranks them according to their perceptual significance. To obtain an initial segmentation we use elements of mathematical morphology (level sets and level lines) and some properties such as T-junctions, c...

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Detalles Bibliográficos
Autor principal: Pardo, Álvaro
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2002
Materias:
Ciencias Informáticas
Image segmentation
morphological tools
perceptual metric
Tools
Metrics
Algorithms
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/22984
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-22984
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Image segmentation
morphological tools
perceptual metric
Tools
Metrics
Algorithms
spellingShingle Ciencias Informáticas
Image segmentation
morphological tools
perceptual metric
Tools
Metrics
Algorithms
Pardo, Álvaro
Image segmentation using morphological tools
topic_facet Ciencias Informáticas
Image segmentation
morphological tools
perceptual metric
Tools
Metrics
Algorithms
description In this work we study the extraction of semantic objects from images together with a metric that ranks them according to their perceptual significance. To obtain an initial segmentation we use elements of mathematical morphology (level sets and level lines) and some properties such as T-junctions, contrast and compactness. Then, to refine the initial partition we apply regularization techniques and a standard merging algorithm. Finally, we compute a perceptual metric using factors that influence our perception.
format Objeto de conferencia
Objeto de conferencia
author Pardo, Álvaro
author_facet Pardo, Álvaro
author_sort Pardo, Álvaro
title Image segmentation using morphological tools
title_short Image segmentation using morphological tools
title_full Image segmentation using morphological tools
title_fullStr Image segmentation using morphological tools
title_full_unstemmed Image segmentation using morphological tools
title_sort image segmentation using morphological tools
publishDate 2002
url http://sedici.unlp.edu.ar/handle/10915/22984
work_keys_str_mv AT pardoalvaro imagesegmentationusingmorphologicaltools
bdutipo_str Repositorios
_version_ 1764820467960512512

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