Please use this identifier to cite or link to this item: https://doi.org/10.1117/12.766243
Title: Motion saliency outweighs other low-level features while watching videos
Authors: Mahapatra, D.
Winkler, S. 
Yen, S.-C. 
Keywords: Region of interest
Salient features
Visual attention
Issue Date: 2008
Source: Mahapatra, D., Winkler, S., Yen, S.-C. (2008). Motion saliency outweighs other low-level features while watching videos. Proceedings of SPIE - The International Society for Optical Engineering 6806 : -. ScholarBank@NUS Repository. https://doi.org/10.1117/12.766243
Abstract: The importance of motion in attracting attention is well known. While watching videos, where motion is prevalent, how do we quantify the regions that are motion salient? In this paper, we investigate the role of motion in attention and compare it with the influence of other low-level features like image orientation and intensity. We propose a framework for motion saliency. In particular, we integrate motion vector information with spatial and temporal coherency to generate a motion attention map. The results show that our model achieves good performance in identifying regions that are moving and salient. We also find motion to have greater influence on saliency than other low-level features when watching videos. © 2008 SPIE-IS&T.
Source Title: Proceedings of SPIE - The International Society for Optical Engineering
URI: http://scholarbank.nus.edu.sg/handle/10635/71020
ISBN: 9780819469786
ISSN: 0277786X
DOI: 10.1117/12.766243
Appears in Collections:Staff Publications

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