Real-time processing for shape-from-focus techniques

Humayun, J. and Malik, A.S. (2016) Real-time processing for shape-from-focus techniques. Journal of Real-Time Image Processing, 11 (1). pp. 49-62. ISSN 18618200

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Abstract

An increase in the number of frames and computational complexity of the focus measure causes the shape-from-focus (SFF) method to become time consuming and occupy a lot of memory. As such, these factors become a limitation for using SFF techniques in real-time applications. However, the computational time can be significantly reduced using a parallel implementation of these methods on multiple cores. In this article, various SFF methods are compared in a parallel computing environment. The intent of this research is to analyze the speedup of various focus-measuring methods using a different number of cores to determine the optimal number of cores required for SFF applications. © 2013, Springer-Verlag Berlin Heidelberg.

Item Type: Article
Additional Information: cited By 8
Uncontrolled Keywords: Image processing; Information systems; Parallel processing systems, Depth Map; Focus measure; Shape from focus; Single program multiple data; Speedup performance, Image acquisition
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 16:19
Last Modified: 09 Nov 2023 16:19
URI: https://khub.utp.edu.my/scholars/id/eprint/7991

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