Articles liés à Optical Flow Based Moving Object Detection and Tracking...
Optical Flow Based Moving Object Detection and Tracking System: Development of Optical Flow Based Moving Object Detection and Tracking System on an Embedded DSP Processor - Couverture souple
Synopsis
Moving object detection in digital image sequence involves identification of the presence of an object in consecutive frames where as object tracking is used to monitor the movements with respect to the region of interest. In this project, the motion estimation is obtained using Optical Flow. Optical Flow is the distribution of apparent velocities of movement of brightness patterns in an image. Lucas-Kanade algorithm with Sobel, Horn and Guassian smoothing techniques is used in this work for computation of Optical Flow vectors. Single and multiple object movements with respect to the computed vectors are segmented using thresholding. The extracted movements are tracked using edge and centroid information. Suitable image enhancement techniques are applied to the segmented results to avoid the unwanted information present in the image. Real and virtual image data with static and dynamic environment are used as test sequences to validate the developed algorithms. The tracking performance, in terms of their accuracy and computation time, of the different algorithms with and without image pyramid is analysed and compared in MATLAB & C on Intel Core2 Duo processor on Linux environment.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
Moving object detection in digital image sequence involves identification of the presence of an object in consecutive frames where as object tracking is used to monitor the movements with respect to the region of interest. In this project, the motion estimation is obtained using Optical Flow. Optical Flow is the distribution of apparent velocities of movement of brightness patterns in an image. Lucas-Kanade algorithm with Sobel, Horn and Guassian smoothing techniques is used in this work for computation of Optical Flow vectors. Single and multiple object movements with respect to the computed vectors are segmented using thresholding. The extracted movements are tracked using edge and centroid information. Suitable image enhancement techniques are applied to the segmented results to avoid the unwanted information present in the image. Real and virtual image data with static and dynamic environment are used as test sequences to validate the developed algorithms. The tracking performance, in terms of their accuracy and computation time, of the different algorithms with and without image pyramid is analysed and compared in MATLAB & C on Intel Core2 Duo processor on Linux environment.
Biographie de l'auteur
Manjunath Basavaiah received his U.G. degree B.E. inElectronics and Communication Engineering fromGlobal Academy of Technology, Bangalore & P.G.degree M.Sc [Engg] in Real Time Embedded Systemsfrom Coventry University (U.K), MSRSAS, Bangalore in2011. His research area includes Embedded SystemDesign, Control System, Signal & Image Processing
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
Acheter neuf
Afficher cet article
EUR 41,67
EUR 48,99 expédition depuis Allemagne vers Etats-Unis
Destinations, frais et délaisRésultats de recherche pour Optical Flow Based Moving Object Detection and Tracking...
Image fournie par le vendeur
Optical Flow Based Moving Object Detection and Tracking System
Edité par
LAP LAMBERT Academic Publishing, 2012
ISBN 10 : 3848437422
ISBN 13 : 9783848437429
Neuf
Kartoniert / Broschiert
Vendeur : moluna, Greven, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Basavaiah ManjunathManjunath Basavaiah received his U.G. degree B.E. inElectronics and Communication Engineering fromGlobal Academy of Technology, Bangalore & P.G.degree M.Sc [Engg] in Real Time Embedded Systemsfrom Coventry Universi. N° de réf. du vendeur 5522131
Quantité disponible : Plus de 20 disponibles
Image d'archives
Optical Flow Based Moving Object Detection and Tracking System: Development of Optical Flow Based Moving Object Detection and Tracking System on an Embedded DSP Processor
Edité par
LAP LAMBERT Academic Publishing, 2012
ISBN 10 : 3848437422
ISBN 13 : 9783848437429
Ancien ou d'occasion
Paperback
Vendeur : Mispah books, Redhill, SURRE, Royaume-Uni
Évaluation du vendeur 4 sur 5 étoiles
Paperback. Etat : Like New. Like New. book. N° de réf. du vendeur ERICA75838484374226
Quantité disponible : 1 disponible(s)