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Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry

Author: Petra Perner

Publisher: Springer

ISBN: 9783540707158

Category: Science

Page: 173

View: 307

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The automatic analysis of signals and images together with the characterization and elaboration of their representation features is still a challenging activity in many relevant scientific and hi-tech fields such as medicine, biotechnology, and chemistry. Multidimensional and multisource signal processing can generate a number of information patterns which can be useful to increase the knowledge of several domains for solving complex problems. Furthermore, advanced signal and image manipulation allows relating specific application problems into pattern recognition problems, often implying also the development of KDD and other computational intelligence procedures. Nevertheless, the amount of data produced by sensors and equipments used in biomedicine, biotechnology and chemistry is usually quite huge and structured, thus strongly pushing the need of investigating advanced models and efficient computational algorithms for automating mass analysis procedures. Accordingly, signal and image understanding approaches able to generate automatically expected outputs become more and more essential, including novel conceptual approaches and system architectures. The purpose of this third edition of the International Conference on Mass Data Analysis of Signals and Images in Medicine, Biotechnology, Chemistry and Food Industry (MDA 2008; www.mda-signals.de) was to present the broad and growing scientific evidence linking mass data analysis with challenging problems in medicine, biotechnology and chemistry. Scientific and engineering experts convened at the workshop to present the current understanding of image and signal processing and interpretation methods useful for facing various medical and biological problems and exploring the applicability and effectiveness of advanced techniques as solutions.
Signal and Image Processing in Medical Applications
Language: en
Pages: 47
Authors: Amit Kumar, Fahimuddin Shaik, B Abdul Rahim, D.Sravan Kumar
Categories: Technology & Engineering
Type: BOOK - Published: 2016-04-01 - Publisher: Springer

This book highlights recent findings on and analyses conducted on signals and images in the area of medicine. The experimental investigations involve a variety of signals and images and their methodologies range from very basic to sophisticated methods. The book explains how signal and image processing methods can be used
Biomedical Signal and Image Processing
Language: en
Pages: 411
Authors: Kayvan Najarian, Robert Splinter
Categories: Medical
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

Written for senior-level and first year graduate students in biomedical signal and image processing, this book describes fundamental signal and image processing techniques that are used to process biomedical information. The book also discusses application of these techniques in the processing of some of the main biomedical signals and images,
Discrete Fourier Analysis and Wavelets
Language: en
Pages: 464
Authors: S. Allen Broughton, Kurt Bryan
Categories: Mathematics
Type: BOOK - Published: 2018-04-03 - Publisher: John Wiley & Sons

Delivers an appropriate mix of theory and applications to help readers understand the process and problems of image and signal analysis Maintaining a comprehensive and accessible treatment of the concepts, methods, and applications of signal and image data transformation, this Second Edition of Discrete Fourier Analysis and Wavelets: Applications to
Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry
Language: en
Pages: 173
Authors: Petra Perner, Ovidio Salvetti
Categories: Science
Type: BOOK - Published: 2008-07-14 - Publisher: Springer

The automatic analysis of signals and images together with the characterization and elaboration of their representation features is still a challenging activity in many relevant scientific and hi-tech fields such as medicine, biotechnology, and chemistry. Multidimensional and multisource signal processing can generate a number of information patterns which can be
Recent Trends in Signal and Image Processing
Language: en
Pages: 218
Authors: Siddhartha Bhattacharyya, Anirban Mukherjee, Hrishikesh Bhaumik, Swagatam Das, Kaori Yoshida
Categories: Technology & Engineering
Type: BOOK - Published: 2018-05-09 - Publisher: Springer

This book contains interesting findings of some state-of-the-art research in the field of signal and image processing. It contains twenty one chapters covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. Various types of signals