Lineal perspective estimation on monocular images

Depth estimation from monocular images can be retrieved from the perspective distortion. One major e ect of this distortion is that a set of parallel lines in the real world converges into a single point in the image plane. The estimation of the coordinates of the vanishing point can be retrieved di...

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Autores principales: Chappero, Eugenio J., Guerrero, Roberto A., Serón Arbeloa, Francisco J.
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2010
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Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/19149
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id I19-R120-10915-19149
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
Procesamiento de Imagen Asistida por Computador
image analysis; computer vision; digital image processing
spellingShingle Ciencias Informáticas
Procesamiento de Imagen Asistida por Computador
image analysis; computer vision; digital image processing
Chappero, Eugenio J.
Guerrero, Roberto A.
Serón Arbeloa, Francisco J.
Lineal perspective estimation on monocular images
topic_facet Ciencias Informáticas
Procesamiento de Imagen Asistida por Computador
image analysis; computer vision; digital image processing
description Depth estimation from monocular images can be retrieved from the perspective distortion. One major e ect of this distortion is that a set of parallel lines in the real world converges into a single point in the image plane. The estimation of the coordinates of the vanishing point can be retrieved directly by di erent ways, like Hough Transform and First derivative approaches. Many of them work on speci c real scene characteristics and often lead to spurious vanishing points. Technology and computational advances suggest that some re nements to these simple techniques or a combination of them could lead to more con dent vanishing point detection than modelling and developing a new complicated ones. In this paper we study the behaviour of two classical approaches, introduce them some improvements and propose a new combinational technique to estimate the location of the vanishing point in an image. The solutions will be described and compared, also through the discussion of the results obtained from their application to real images.
format Objeto de conferencia
Objeto de conferencia
author Chappero, Eugenio J.
Guerrero, Roberto A.
Serón Arbeloa, Francisco J.
author_facet Chappero, Eugenio J.
Guerrero, Roberto A.
Serón Arbeloa, Francisco J.
author_sort Chappero, Eugenio J.
title Lineal perspective estimation on monocular images
title_short Lineal perspective estimation on monocular images
title_full Lineal perspective estimation on monocular images
title_fullStr Lineal perspective estimation on monocular images
title_full_unstemmed Lineal perspective estimation on monocular images
title_sort lineal perspective estimation on monocular images
publishDate 2010
url http://sedici.unlp.edu.ar/handle/10915/19149
work_keys_str_mv AT chapperoeugenioj linealperspectiveestimationonmonocularimages
AT guerrerorobertoa linealperspectiveestimationonmonocularimages
AT seronarbeloafranciscoj linealperspectiveestimationonmonocularimages
bdutipo_str Repositorios
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