Search Results - subject:"Texture Classification"

A Novel Approach in Adopting Finite State Automata for Image Processing Applications

Reddy, R. Obulakonda; Dhruve, Kashyap D.; Reddy, R. … - In: International Journal of Computer Vision and Image … 8 (2018) 1, pp. 59-74

automata for image processing (FSAFIP) method is presented here. Texture classification and content based image retrieval (CBIR … experimental study to evaluate performance of FSAFIP for CBIR and texture classification is presented. Comparison results in CBIR … obtained prove superior performance of FSAFIP over existing methods on Corel-1K dataset. High texture classification accuracy …

Persistent link: https://www.econbiz.de/10012043846

Center Symmetric Local Descriptors for Image Classification

Narayanan, Vaasudev; Parsi, Bhargav - In: International Journal of Natural Computing Research (IJNCR) 7 (2018) 4, pp. 56-70

Local feature description forms an integral part of texture classification, image recognition, and face recognition. In …

Persistent link: https://www.econbiz.de/10012046739

Machine Learning for Texture Segmentation and Classification of Comic Image in SVG Compression

Chang, Ray-I; Su, Chung-Yuan; Lin, Tsung-Han - In: International Journal of Applied Metaheuristic … 8 (2017) 3, pp. 37-52

Raster comic would result in bad quality while zooming in/out. Different approaches were proposed to convert comic into vector format to resolve this problem. The authors have proposed methods to vectorize comic contents to provide not only small SVG file size and rendering time, but also better...

Persistent link: https://www.econbiz.de/10012042949

Performance Analysis of Anisotropic Diffusion Based Colour Texture Descriptors in Industrial Applications

Hiremath, Prakash S.; Bhusnurmath, Rohini A. - In: International Journal of Computer Vision and Image … 7 (2017) 2, pp. 50-63

descriptors. The k-NN classifier is used for texture classification. For the experimentation, benchmark databases, namely …

Persistent link: https://www.econbiz.de/10012043829

Comparative Analysis of Texture Classification Using Local Binary Pattern and Its Variants

Sharma, Richa; Lal, Madan - In: International Journal of Information System Modeling … 8 (2017) 2, pp. 45-56

Texture classification is an important issue in digital image processing and the Local Binary pattern (LBP) is a very … limitation, some variants of LBP have been defined. In this chapter, the texture classification performance of LBP has been … dataset. From the experimental results it is concluded that DRLBP and MRELBP are the best methods for texture classification. …

Persistent link: https://www.econbiz.de/10012045644

A Computational Model for Texture Analysis in Images with Fractional Differential Filter for Texture Detection

Hemalatha, S.; Anouncia, S. Margret - In: International Journal of Ambient Computing and … 7 (2016) 2, pp. 93-113

This paper is dedicated to the modelling of textured images influenced by fractional derivatives for texture detection. As most of the images contain textures, texture analysis becomes the most important for image understanding and it is a key solution for many computer vision applications....

Persistent link: https://www.econbiz.de/10012042643

Feature selection methods in image-based screening for the detection of Hashimoto's thyroiditis in first-contact hospitals

Omiotek, Zbigniew; Burda, Andrzej - In: Barometr regionalny : analizy i prognozy 14 (2016) 2, pp. 187-196

Persistent link: https://www.econbiz.de/10011577286