Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-5783
Main Title: Low-complexity motion-based saliency map estimation for perceptual video coding
Author(s): Mejía-Ocaña, Ana Belén
de-Frutos-López, Manuel
Sanz-Rodríguez, Sergio
del-Ama-Esteban, Óscar
Peláez-Moreno, Carmen
Díaz-de-María, Fernando
Type: Conference Object
Language Code: en
Abstract: In this paper, a low-complexity motion-based saliency map estimation method for perceptual video coding is proposed. The method employs a camera motion compensated vector map computed by means of a hierarchical motion estimation (HME) procedure and a Restricted Affine Transformation (RAT)-based modeling of the camera motion. To allow for a computationally efficient solution, the number of layers of the HME has been restricted and the potential unreliable motion vectors due to homogeneous regions have been detected and specially managed by means of a smooth block detector. Special care has been taken of the smoothness of the resulting compensated camera motion vector map to avoid unpleasant artifacts in the perceptually-coded sequence, by including a final post-processing based on morphological filtering. The proposed saliency map has been both visually and subjectively assessed showing quality improvements when used as a part of the H.264/AVC standard codec at medium-to-low bitrates.
URI: http://depositonce.tu-berlin.de/handle/11303/6224
http://dx.doi.org/10.14279/depositonce-5783
Issue Date: 2011
Date Available: 9-Mar-2017
DDC Class: 004 Datenverarbeitung; Informatik
Subject(s): camera motion estimation
hierarchical motion estimation
mathematical morphology
perceptual video coding
region of interest
visual attention
visual saliency
Sponsor/Funder: EC/FP7/288653/EU/Low-Power Parallel Computing on GPUs/LPGPU
Usage rights: Terms of German Copyright Law
Proceedings Title: 2011 National Conference on Telecommunications : CONATEL
Publisher: IEEE
Publisher Place: New York, NY [u.a.]
Publisher DOI: 10.1109/CONATEL.2011.5958666
Page Start: 1
Page End: 6
ISBN: 978-1-4577-1046-9
Appears in Collections:Technische Universität Berlin » Fakultäten & Zentralinstitute » Fakultät 4 Elektrotechnik und Informatik » Institut für Technische Informatik und Mikroelektronik » Fachgebiet Architektur eingebetteter Systeme » Publications

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