An AM-FM model for motion estimation in atherosclerotic plaque videos

V. Murray, S. E. Murillo, M. S. Pattichis, C. P. Loizou, C. S. Pattichis, E. Kyriacou, A. Nicolaides

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

18 Citas (Scopus)

Resumen

We present new multidimensional Amplitude-Modulation Frequency-Modulation (AM-FM) methods for motion estimation. For a single AM-FM component we show that the optical flow constraint leads to separate equations for amplitude modulation (AM) and frequency modulation (FM). We compare our approach with phase-based estimation developed by Fleet and Jepson and also the original optical flow method by Horn and Schunck. An advantage of the proposed method is that it provides for dense estimates that remain accurate over the entire video. We also present preliminary results on atherosclerotic plaques videos where the AM method appears to work best.

Idioma originalInglés
Título de la publicación alojadaConference Record of the 41st Asilomar Conference on Signals, Systems and Computers, ACSSC
Páginas746-750
Número de páginas5
DOI
EstadoPublicada - 2007
Publicado de forma externa
Evento41st Asilomar Conference on Signals, Systems and Computers, ACSSC - Pacific Grove, CA, Estados Unidos
Duración: 4 nov. 20077 nov. 2007

Serie de la publicación

NombreConference Record - Asilomar Conference on Signals, Systems and Computers
ISSN (versión impresa)1058-6393

Conferencia

Conferencia41st Asilomar Conference on Signals, Systems and Computers, ACSSC
País/TerritorioEstados Unidos
CiudadPacific Grove, CA
Período4/11/077/11/07

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