Experimental method to pre-process fuzzy bit planes before low-level feature extraction in thermal images

Chan, Wai Ti and Sim, Kok Swee (2015) Experimental method to pre-process fuzzy bit planes before low-level feature extraction in thermal images. In: 2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE). IEEE Xplore, pp. 42-47. ISBN 978-1-4799-8252-3

[img] Text
07482155.pdf
Restricted to Repository staff only

Download (3MB)
Official URL: http://doi.org/10.1109/ICCSCE.2015.7482155

Abstract

Noise affects the values of pixels in a thermal image. As the values of pixels will determine the appearance of the bit planes of thermal images, noise will affect the bit planes as well. Noisy thermal images have bit planes which resembles static. These bit planes will not be useful for the purpose of extracting low-level details, e.g. detecting edges and blobs. The method described in this article is intended to be utilized as a pre-processing step to identify these bit planes before any further processing steps which make use of bit planes take place.

Item Type: Book Section
Uncontrolled Keywords: low-level feature extraction, Bit plane slicing, thermal image processing, bit planes
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Divisions: Faculty of Engineering and Technology (FET)
Depositing User: Ms Suzilawati Abu Samah
Date Deposited: 16 Feb 2017 04:23
Last Modified: 16 Feb 2017 04:23
URI: http://shdl.mmu.edu.my/id/eprint/6436

Actions (login required)

View Item View Item