DocumentCode :
3457243
Title :
Curvelet Transform and Its Application in the Analysis of Pulp Fibre Images
Author :
Qiu, Shubo ; Bian, Jianmei
Author_Institution :
Autom. Lab, Shandong Inst. of Light Ind.
fYear :
2006
fDate :
20-23 Aug. 2006
Firstpage :
672
Lastpage :
676
Abstract :
The curvelet transform has received more and more attention in recent years due to its unique characteristics. This new mathematic transform is based on the Fourier transform, wavelet transform and Radon transform. It has overcome some limitations of wavelet in representing orientations of edges in image. The theory and implementation of curvelet transform is summarized. Its representative applications are introduced in view of their corresponding characteristics compared with other prevailing techniques. Finally, we introduced the curvelet transform in the analysis of paper pulp fibre images. In order to detect the morphologic parameter of the pulp fibres, first we need to disjoin the intersect fibres. The image processing algorithm is proposed to extract the characteristics of the collected fibre, which can be done after image denoising, enhancement and edge detection. We use the curvelet transform to analyze the pulp fibre image. Then extract the different characteristics of each fibre, to disjoin the intersect fibres. Experiment results show that the proposed techniques obtained perfect effects in the analysis of pulp fibre images
Keywords :
Fourier transforms; Radon transforms; curvelet transforms; edge detection; fibres; image denoising; image enhancement; paper industry; paper pulp; wavelet transforms; Fourier transform; Radon transform; curvelet transform; edge detection; image denoising; image enhancement; image processing algorithm; mathematic transform; morphologic parameter; paper pulp fibre images; wavelet transform; Automation; Fourier transforms; Image analysis; Image edge detection; Image processing; Information analysis; Mathematics; Optical fiber theory; Wavelet domain; Wavelet transforms; curvelet transform; edge detection; image analysis; pulp fibre;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Acquisition, 2006 IEEE International Conference on
Conference_Location :
Weihai
Print_ISBN :
1-4244-0528-9
Electronic_ISBN :
1-4244-0529-7
Type :
conf
DOI :
10.1109/ICIA.2006.305807
Filename :
4097740
Link To Document :
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