We investigate the applicability of quaternion-valued wavelets on the plane to holistic colour image processing. We present a methodology for decomposing and reconstructing colour images using quaternionic wavelet filters associated to recently developed quaternion-valued wavelets on the plane. We consider compression, enhancement, segmentation, and denoising techniques to demonstrate quaternion-valued wavelets as a promising tool for holistic colour image processing
The quaternion wavelet transform is a new multiscale analysis tool. Firstly, this paper studies the ...
Development of processing methods for color images has been slow, but over the past 10-15 years idea...
Instead of mapping colour image pixels into Euclidean vectors as is conventionally done in colour im...
Quaternion-valued functions have been used as a model for colour images and have recently been studi...
Quaternions have been a subject for research in mathematics, physics, and engineering for decades. U...
Hypercomplex or quaternions numbers have been used recently for both greyscale and colour image proc...
Quaternion colour processing; quaternion principal component analysis, colour texture; image segment...
5 pagesInternational audienceThe Quaternionic Wavelet Transform is a recent improvement of standard ...
International audienceThis article proposes a study of the recent quaternionic wavelet transform (QW...
4 pagesInternational audienceThis paper proposes a new texture classifier based on the Quaternionic W...
A novel quaternion color representation tool is proposed to the images and videos efficiently. In th...
This thesis develops a quaternion wavelet transform (QWT) as a new multiscale analysis tool for geom...
Applied Mathematics and Sciences: An International Journal (MathSJ) ISSN : 2349 - 6223 Article Titl...
Conference PaperUsing the concepts of two-dimensional Hubert transform and analytic signal, we const...
The main subject of this PhD thesis is colour image processing. The first methods dealing with these...
The quaternion wavelet transform is a new multiscale analysis tool. Firstly, this paper studies the ...
Development of processing methods for color images has been slow, but over the past 10-15 years idea...
Instead of mapping colour image pixels into Euclidean vectors as is conventionally done in colour im...
Quaternion-valued functions have been used as a model for colour images and have recently been studi...
Quaternions have been a subject for research in mathematics, physics, and engineering for decades. U...
Hypercomplex or quaternions numbers have been used recently for both greyscale and colour image proc...
Quaternion colour processing; quaternion principal component analysis, colour texture; image segment...
5 pagesInternational audienceThe Quaternionic Wavelet Transform is a recent improvement of standard ...
International audienceThis article proposes a study of the recent quaternionic wavelet transform (QW...
4 pagesInternational audienceThis paper proposes a new texture classifier based on the Quaternionic W...
A novel quaternion color representation tool is proposed to the images and videos efficiently. In th...
This thesis develops a quaternion wavelet transform (QWT) as a new multiscale analysis tool for geom...
Applied Mathematics and Sciences: An International Journal (MathSJ) ISSN : 2349 - 6223 Article Titl...
Conference PaperUsing the concepts of two-dimensional Hubert transform and analytic signal, we const...
The main subject of this PhD thesis is colour image processing. The first methods dealing with these...
The quaternion wavelet transform is a new multiscale analysis tool. Firstly, this paper studies the ...
Development of processing methods for color images has been slow, but over the past 10-15 years idea...
Instead of mapping colour image pixels into Euclidean vectors as is conventionally done in colour im...