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Segmentation of natural scenes

Pattern RecognitionPublished 1 January 1987
Bir Bhanu, Bahram A. Parvin
Citations92
SJR quartileQ1
SJR score2.06
SNIP2.67

TL;DR

A new simple and computationally efficient approach to image segmentation via recursive region splitting and merging is presented, based on a generalization of a two-class gradient relaxation method.

Abstract

A new simple and computationally efficient approach to image segmentation via recursive region splitting and merging is presented. Unlike other techniques the criterion for splitting is based on a generalization of a two-class gradient relaxation method and merging uses a test for mean gray level equivalency for adjacent regions. The technique is illustrated by providing results for both synthetic and natural scenes.

Keywords

Computer ScienceEngineering