Please use this identifier to cite or link to this item:
|Title:||Motion saliency outweighs other low-level features while watching videos||Authors:||Mahapatra, D.
|Keywords:||Region of interest
|Issue Date:||2008||Citation:||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|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Nov 27, 2022
WEB OF SCIENCETM
checked on Nov 18, 2022
checked on Nov 24, 2022
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.