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Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging

Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging

Shabana Urooj, Satya P. Singh
Copyright: © 2017 |Pages: 25
ISBN13: 9781522509837|ISBN10: 1522509836|EISBN13: 9781522509844
DOI: 10.4018/978-1-5225-0983-7.ch038
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MLA

Urooj, Shabana, and Satya P. Singh. "Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging." Biometrics: Concepts, Methodologies, Tools, and Applications, edited by Information Resources Management Association, IGI Global, 2017, pp. 969-993. https://doi.org/10.4018/978-1-5225-0983-7.ch038

APA

Urooj, S. & Singh, S. P. (2017). Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging. In I. Management Association (Ed.), Biometrics: Concepts, Methodologies, Tools, and Applications (pp. 969-993). IGI Global. https://doi.org/10.4018/978-1-5225-0983-7.ch038

Chicago

Urooj, Shabana, and Satya P. Singh. "Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging." In Biometrics: Concepts, Methodologies, Tools, and Applications, edited by Information Resources Management Association, 969-993. Hershey, PA: IGI Global, 2017. https://doi.org/10.4018/978-1-5225-0983-7.ch038

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Abstract

The aim of this chapter is to highlight the biomedical applications of wavelet transform based soft computational techniques i.e. wavenet and corresponding research efforts in imaging techniques. A brief introduction of wavelet transform, its properties that are vital for biomedical applications touched by various researchers and basics of neural networks has been discussed. The concept of wavelon and wavenet is also discussed in detail. Recent survey of wavelet based neural networks in medical imaging is another facet of this script, which includes biomedical image denoising, image enhancement and functional neuro-imaging, including positron emission tomography and functional MRI.

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