Full Reference Stereoscopic Video Quality Assessment Based On Spatio-Depth Saliency And Motion Strength

Md, Sameeulla Khan and Channappayya, Sumohana (2019) Full Reference Stereoscopic Video Quality Assessment Based On Spatio-Depth Saliency And Motion Strength. In: 25th National Conference on Communications, NCC, 20 - 23 February 2019, Bangalore, India.

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Abstract

tereoscopic video quality is a perceptual phenomena that is related to the human visual system (HVS). In this paper, we present a spatio-depth saliency and motion strength based full reference stereoscopic video quality metric (FRSVQA). Initially, we obtain a spatial distortion map on every video frame to estimate spatial quality. The spatial distortion map is then refined by the depth salient maps to estimate depth quality. We also estimate the temporal quality by refining the spatial distortion map with the inter-frame difference map at the locations specified by motion edges. The spatial, depth and temporal qualities are systematically combined and averaged over the frames to estimate the overall stereo video quality metric.

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IITH Creators:
IITH CreatorsORCiD
Channappayya, SumohanaUNSPECIFIED
Item Type: Conference or Workshop Item (Paper)
Subjects: Electrical Engineering
Divisions: Department of Electrical Engineering
Depositing User: Team Library
Date Deposited: 08 Jul 2019 09:17
Last Modified: 08 Jul 2019 09:17
URI: http://raiith.iith.ac.in/id/eprint/5653
Publisher URL: http://doi.org/10.1109/NCC.2019.8732261
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