Optical flow modeling and computation: a survey - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Article Dans Une Revue Computer Vision and Image Understanding Année : 2015

Optical flow modeling and computation: a survey

Résumé

Optical flow estimation is one of the oldest and still most active research domains in computer vision. In 35 years, many methodological concepts have been introduced and have progressively improved performances, while opening the way to new challenges. In the last decade, the growing interest in evaluation benchmarks has stimulated a great amount of work. In this paper, we propose a survey of optical flow estimation classifying the main principles elaborated during this evolution, with a particular concern given to recent developments. It is conceived as a tutorial organizing in a comprehensive framework current approaches and practices. We give insights on the motivations, interests and limitations of modeling and optimization techniques, and we highlight similarities between methods to allow for a clear understanding of their behavior.
Fichier principal
Vignette du fichier
optical_flow.pdf (5.62 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-01104081 , version 1 (31-03-2015)
hal-01104081 , version 2 (19-12-2015)

Identifiants

  • HAL Id : hal-01104081 , version 1

Citer

Denis Fortun, Patrick Bouthemy, Charles Kervrann. Optical flow modeling and computation: a survey. Computer Vision and Image Understanding, 2015, 134, pp.20. ⟨hal-01104081v1⟩
717 Consultations
5097 Téléchargements

Partager

Gmail Facebook X LinkedIn More