Low-complexity and low-delay structure from motion approach for advanced driver assist systems

J. Andrade, C. Prakash, F. Akhbari, L. Karam

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

Resumen

Structure from Motion (SfM) is a fundamental capability in Advanced Driver Assist Systems (ADAS) which require accuracy and performance. This paper presents an improved solution to depth estimation based on a low-complexity and low-delay (LOCAD) 3D SfM approach that requires as few as two images from a calibrated camera and that makes use of a new Multi-scale Fast Feature Point Detector (MFFPD). Results are presented to illustrate the improved performance of the proposed method as compared to existing depth estimation methods.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 2015 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2015
EditoresHamid R. Arabnia, Leonidas Deligiannidis, Fernando G. Tinetti, George Jandieri, Gerald Schaefer, Ashu M. G. Solo
EditorialCSREA Press
Páginas191-197
Número de páginas7
ISBN (versión digital)1601324049, 9781601324047
EstadoPublicada - 2015
Publicado de forma externa
Evento2015 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2015, at WORLDCOMP 2015 - Las Vegas, Estados Unidos
Duración: 27 jul. 201530 jul. 2015

Serie de la publicación

NombreProceedings of the 2015 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2015

Conferencia

Conferencia2015 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2015, at WORLDCOMP 2015
País/TerritorioEstados Unidos
CiudadLas Vegas
Período27/07/1530/07/15

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