Document details

Computer analysis of objects’ movement in image sequences : methods and a...

Author(s): João Manuel Ribeiro da Silva Tavares cv logo 1 ; Fernando Jorge Soares Carvalho cv logo 2 ; Francisco Paulo Marques de Oliveira cv logo 3 ; Maria João Medeiros de Vasconcelos cv logo 4 ; Patrícia Carla Teixeira Gonçalves cv logo 5 ; Raquel Ramos Pinho cv logo 6

Date: 2007

Persistent ID: http://hdl.handle.net/10216/5354

Origin: Repositório Aberto da Universidade do Porto

Subject(s): Ciências tecnológicas; Tecnologia; Tecnologia de computadores; Processamento de imagem


Description
Computer analysis of objects’ movement in image sequences is a very complex problem, as it usually involves tasks for automatic detection, matching, tracking and deformation estimation. However, this computational analysis has a wide range of important applications; for instance, in surveillance systems, clinical analysis of human gait, objects recognition and deformation analysis. Due to the extent of purposes, several difficulties may exist, such as the simultaneous tracking of multiple objects, their possible temporary occlusion or definitive disappearance from the scene, changes of the viewpoints considered in images acquisition or of the illumination conditions, or even geometric deformations that objects may suffer during the computational analysis. In this paper, we make a brief overview of several methods that may be considered to analyze objects’ movement; namely, for their segmentation, tracking and matching in images, and for estimation of the deformation involved between images.
Document Type Conference Object
Language English
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