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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: © 2016 |Pages: 25
ISBN13: 9781466698857|ISBN10: 1466698853|EISBN13: 9781466698864
DOI: 10.4018/978-1-4666-9885-7.ch016
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MLA

Urooj, Shabana, and Satya P. Singh. "Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging." Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications, edited by Pratiksha Saxena, et al., IGI Global, 2016, pp. 339-363. https://doi.org/10.4018/978-1-4666-9885-7.ch016

APA

Urooj, S. & Singh, S. P. (2016). Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging. In P. Saxena, D. Singh, & M. Pant (Eds.), Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications (pp. 339-363). IGI Global. https://doi.org/10.4018/978-1-4666-9885-7.ch016

Chicago

Urooj, Shabana, and Satya P. Singh. "Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging." In Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications, edited by Pratiksha Saxena, Dipti Singh, and Millie Pant, 339-363. Hershey, PA: IGI Global, 2016. https://doi.org/10.4018/978-1-4666-9885-7.ch016

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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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