Year: 2012
Type: article
Abstract: Texture is defined as the regular repetition of an element or pattern on a surface.Texture is an important property of surfaces which characterizes the nature of the surface.An important task in image processing and machine vision is the task of segmenting the texture in an image.Texture segmentation is the process of partitioning an image into regions based on their texture.In this project we would like to propose a new approach using multichannel Gabor filters for the segmentation o f colour and grayscale multi textured images.The proposed method includes the design of the constituent Gabor filters.Based on these new Gabor filters, we develop new algorithms for the texture segmentation.
DOI: 10.9790/2834-0262226
Author: M Sivalingamaiah
Institution: MES Ponnani College
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: bronze
OpenAlex ID: W2314661988