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Motion saliency for spatial pooling of objective video quality metrics
Citation key 1393Sikora2012
Author Marina Georgia Arvanitidou and Thomas Sikora
Title of Book Proceedings of the EuroITV 2012 Conference, Workshop on Quality of Experience for Multimedia Content Sharing (QoEMCS)
Year 2012
Address Berlin
Month jul
Abstract In this paper we propose a novel motion saliency estimation method for video sequences considering the motion between successive frames and their corresponding parametric camera motion representation. Background motion is compensated for every pair of frames, revealing areas that contain relative motion. Considering that these areas will likely attract the attention of the viewer and in line with properties of the human visual system, regarding spatially invariant focus distribution, we augment their effect on the quality estimation. The generated saliency maps are thus incorporated in the spatial pooling stage of several video quality metrics, and experimental evaluation on the LIVE video database shows that this strategy enhances their performance.
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