Scale estimation of objects using template matching

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

Scale estimation of objects is a challenging problem in image processing. This work presents a novel method to detect and estimate the scaling factor of a target in an observed scene corrupted with additive noise and clutter. Given a set of available views of the target the proposed method is able to detect the target and estimate its scaling factor using a template matched filters and a scale pyramidal representation. The performance of the proposed method is evaluated in synthetic and real-life scenes in different pattern recognition applications. The obtained results are characterized in terms of objective metrics.

Idioma originalInglés
Título de la publicación alojadaOptics and Photonics for Information Processing X
EditoresKhan M. Iftekharuddin, Andres Marquez, Mohammad A. Matin, Abdul A. S. Awwal, Mireya Garcia Vazquez
EditorialSPIE
ISBN (versión digital)9781510603318
DOI
EstadoPublicada - 2016
Evento10th Conference on Optics and Photonics for Information Processing - San Diego, Estados Unidos
Duración: 29 ago. 201630 ago. 2016

Serie de la publicación

NombreProceedings of SPIE - The International Society for Optical Engineering
Volumen9970
ISSN (versión impresa)0277-786X
ISSN (versión digital)1996-756X

Conferencia

Conferencia10th Conference on Optics and Photonics for Information Processing
País/TerritorioEstados Unidos
CiudadSan Diego
Período29/08/1630/08/16

Huella

Profundice en los temas de investigación de 'Scale estimation of objects using template matching'. En conjunto forman una huella única.

Citar esto