Locally Adaptive Block Thresholding Method with Continuity Constraint

Arora, Siddharth, Hermachander, S., Verma, A. and Panigrahi, Prasanta K. (2006) Locally Adaptive Block Thresholding Method with Continuity Constraint. Pattern Recognition Letters, 28 (1).

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Abstract

We present an algorithm that enables one to perform locally adaptive block thresholding, while maintaining image continuity. Images are divided into sub-images based on some standard image attributes and thresholding technique is employed over the sub-images. The present algorithm makes use of the thresholds of neighboring sub-images to calculate a range of values. The image continuity is taken care by choosing the threshold of the sub-image under consideration to lie within the above range. After examining the average range values for various sub-image sizes of a variety of images, it was found that the range of acceptable threshold values is substantially high, justifying our assumption of exploiting the freedom of range for bringing out local details.

Item Type: Article
Keywords: management science
Subject(s): Management science
Date Deposited: 01 Dec 2017 11:43
Last Modified: 01 Dec 2017 11:43
Funders: N/A
URI: http://eureka.sbs.ox.ac.uk/id/eprint/6659

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