An Extended Performance Comparison of Colour to Grey and Back using the Haar, Walsh, and Kekre Wavelet Transforms 

Abstract

The storage of colour information in a greyscale image is not a new idea. Various techniques have been proposed using different colour spaces including the standard RGB colour space, the YUV colour space, and the YCbCr colour space. This paper extends the results described in [1] and [2]. While [1] describes the storage of colour information in a greyscale image using Haar wavelets, and [2] adds a comparison with Kekre’s wavelets, this paper adds a third transform – the Walsh transform and presents a detailed comparison of the performance of all three transforms across the LUV, YCbCr, YCgCb, YIQ, and YUV colour spaces. The main aim remains the same as that in [1] and [2], which is the storage of colour information in a greyscale image known as the “matted” greyscale image. 

Authors and Affiliations

Dr. H. B. Kekre , Dr. Sudeep D. Thepade , Adib Parkar

Keywords

Related Articles

Classification model of arousal and valence mental states by EEG signals analysis and Brodmann correlations

This paper proposes a methodology to perform emotional states classification by the analysis of EEG signals, wavelet decomposition and an electrode discrimination process, that associates electrodes of a 10/20 model to B...

A Feature Fusion Approach for Hand Tools Classification

The most important functions in objects classification and recognition system are to segment the objects from the input image, extract common features from the objects, and classify these objects as a member of one of th...

Towards a Classification View of Personalized e-Learning with Social Collaboration Support

With the emergence of Web 2.0 technologies, interaction and collaboration support in the educational field have been augmented. These types of support embrace researchers to enrich the e-learning environment with persona...

OLAWSDS:An Online Arabic Web Spam Detection System

For marketing purposes, Some Websites designers and administrators use illegal Search Engine Optimization (SEO) techniques to optimize the ranking of their Web pages and mislead the search engines. Some Arabic Web pages...

Multi-Attributes Web Objects Classification based on Class-Attribute Relation Patterns Learning Approach

The amount of Web data increases with the proliferation of a variety of Web objects, primarily in the form of text, images, video, and music data files. Each of these published objects has some properties that support de...

Download PDF file
  • EP ID EP85852
  • DOI -
  • Views 98
  • Downloads 0

How To Cite

Dr. H. B. Kekre, Dr. Sudeep D. Thepade, Adib Parkar (2011). An Extended Performance Comparison of Colour to Grey and Back using the Haar, Walsh, and Kekre Wavelet Transforms . International Journal of Advanced Computer Science & Applications, 2(9), 92-99. https://europub.co.uk/articles/-A-85852