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A COMPARATIVE STUDY IN TEXTURE RECOGNITION METHODS
texture recognition machine vision and surface
2015/5/25
The objective of this study is comparing numerous methods in texture recognition in objects. Textures are a ubiquitous visual experience and describe a wide variety of surface characteristics such as ...
COMPUTING NEGENTROPY BASED SIGNATURES FOR TEXTURE RECOGNITION
texture recognition Independent Component Analysis negentropy,Minkowski distance
2010/1/11
The proposed method aims to provide a new tool for texture recognition. For this purpose, a set of texture samples are decomposed by using the FastICA algorithm and characterized by a negentropy based...
AN ICA BASED METHOD FOR TEXTURE RECOGNITION
Independent Component Analysis Negentropy Pattern Recognition
2010/1/12
The method proposed in this paper uses the Independent Component Analysis (ICA) for an application of unsupervised recognition of textures. The analysed texture is modelled by a weighted sum of almost...