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A Biologically Inspired Framework for Efficient Video Processing

Gardiner, B, Coleman, SA and Scotney, BW (2014) A Biologically Inspired Framework for Efficient Video Processing. In: Irish Machine Vision and Imaging Processing conference, University of Ulster, Magee. UU. 6 pp. [Conference contribution]

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Abstract

Improving the computational efficiency of video processing tasks has become a dominant issue with the ultimate goal of real-time processing. One methodology to achieve efficient processing on still images is the use of a hexagonal image representation, which permits efficient implementation of feature extraction. To enhance the efficiency of video processing tasks, this paper presents a hexagonal pixel-based framework for video processing, where a biologically inspired eye tremor approach is used for efficient application of processing algorithms. We demonstrate that this eye tremor approach is significantly faster than the use of conventional spiral convolution or the use of a neighbourhood address look-up table for hexagonal based video processing.

Item Type:Conference contribution (Paper)
Faculties and Schools:Faculty of Computing & Engineering
Faculty of Computing & Engineering > School of Computing and Information Engineering
Faculty of Computing & Engineering > School of Computing and Intelligent Systems
Research Institutes and Groups:Computer Science Research Institute > Intelligent Systems Research Centre
Computer Science Research Institute
Computer Science Research Institute > Information and Communication Engineering
ID Code:30239
Deposited By: Dr Sonya Coleman
Deposited On:24 Sep 2014 15:38
Last Modified:24 Sep 2014 15:38

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