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Image Analysis

Author : Leszek Wojnar

Publisher : CRC Press

Page : 266 pages

File Size : 25,7 MB

Release : 2019-08-21

Category : Technology & Engineering

ISBN : 9781420049909

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Book Description

Minimizing theoretical background and mathematical formalism, Image Analysis sets forth the basic principles of image acquisition, enhancement, measurements, and interpretation in a very simple form, focused on applications and the properties of available tools. The author lists different tasks and offers complete solutions to these tasks based on his extensive experience with the procedures described. The book provides a multitude of illustrations, drawings, and bitmaps and serves as an outstanding resource for specialists using image analysis equipment, including technicians and students.



Digital Image Processing for Medical Applications

Author : Geoff Dougherty

Publisher : Cambridge University Press

Page : 463 pages

File Size : 34,29 MB

Release : 2009

Category : Computers

ISBN : 0521860857

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Book Description

Hands-on text for a first course aimed at end-users, focusing on concepts, practical issues and problem solving.



Deep Learning in Medical Image Analysis

Author : Gobert Lee

Publisher : Springer Nature

Page : 184 pages

File Size : 29,50 MB

Release : 2020-02-06

Category : Medical

ISBN : 3030331288

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Book Description

This book presents cutting-edge research and applications of deep learning in a broad range of medical imaging scenarios, such as computer-aided diagnosis, image segmentation, tissue recognition and classification, and other areas of medical and healthcare problems. Each of its chapters covers a topic in depth, ranging from medical image synthesis and techniques for muskuloskeletal analysis to diagnostic tools for breast lesions on digital mammograms and glaucoma on retinal fundus images. It also provides an overview of deep learning in medical image analysis and highlights issues and challenges encountered by researchers and clinicians, surveying and discussing practical approaches in general and in the context of specific problems. Academics, clinical and industry researchers, as well as young researchers and graduate students in medical imaging, computer-aided-diagnosis, biomedical engineering and computer vision will find this book a great reference and very useful learning resource.



Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques

Author : Gonzalez, Fabio A.

Publisher : IGI Global

Page : 390 pages

File Size : 32,14 MB

Release : 2009-12-31

Category : Computers

ISBN : 1605669571

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Book Description

Medical images are at the base of many routine clinical decisions and their influence continues to increase in many fields of medicine. Since the last decade, computers have become an invaluable tool for supporting medical image acquisition, processing, organization and analysis. Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques provides a panorama of the current boundary between biomedical complexity coming from the medical image context and the multiple techniques which have been used for solving many of these problems. This innovative publication serves as a leading industry reference as well as a source of creative ideas for applications of medical issues.



Computer Imaging

Author : Scott E Umbaugh

Publisher : CRC Press

Page : 696 pages

File Size : 13,50 MB

Release : 2005-01-27

Category : Technology & Engineering

ISBN : 9780849329197

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Book Description

Computer Imaging: Digital Image Analysis and Processing brings together analysis and processing in a unified framework, providing a valuable foundation for understanding both computer vision and image processing applications. Taking an engineering approach, the text integrates theory with a conceptual and application-oriented style, allowing you to immediately understand how each topic fits into the overall structure of practical application development. Divided into five major parts, the book begins by introducing the concepts and definitions necessary to understand computer imaging. The second part describes image analysis and provides the tools, concepts, and models required to analyze digital images and develop computer vision applications. Part III discusses application areas for the processing of images, emphasizing human visual perception. Part IV delivers the information required to apply a CVIPtools environment to algorithm development. The text concludes with appendices that provide supplemental imaging information and assist with the programming exercises found in each chapter. The author presents topics as needed for understanding each practical imaging model being studied. This motivates the reader to master the topics and also makes the book useful as a reference. The CVIPtools software integrated throughout the book, now in a new Windows version, provides practical examples and encourages you to conduct additional exploration via tutorials and programming exercises provided with each chapter.



Image Processing

Author : Tinku Acharya

Publisher : John Wiley & Sons

Page : 454 pages

File Size : 47,18 MB

Release : 2005-10-03

Category : Computers

ISBN : 0471745782

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Book Description

Image processing-from basics to advanced applications Learn how to master image processing and compression with this outstanding state-of-the-art reference. From fundamentals to sophisticated applications, Image Processing: Principles and Applications covers multiple topics and provides a fresh perspective on future directions and innovations in the field, including: * Image transformation techniques, including wavelet transformation and developments * Image enhancement and restoration, including noise modeling and filtering * Segmentation schemes, and classification and recognition of objects * Texture and shape analysis techniques * Fuzzy set theoretical approaches in image processing, neural networks, etc. * Content-based image retrieval and image mining * Biomedical image analysis and interpretation, including biometric algorithms such as face recognition and signature verification * Remotely sensed images and their applications * Principles and applications of dynamic scene analysis and moving object detection and tracking * Fundamentals of image compression, including the JPEG standard and the new JPEG2000 standard Additional features include problems and solutions with each chapter to help you apply the theory and techniques, as well as bibliographies for researching specialized topics. With its extensive use of examples and illustrative figures, this is a superior title for students and practitioners in computer science, wireless and multimedia communications, and engineering.



Object-Based Image Analysis

Author : Thomas Blaschke

Publisher : Springer Science & Business Media

Page : 804 pages

File Size : 15,99 MB

Release : 2008-08-09

Category : Science

ISBN : 3540770585

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Book Description

This book brings together a collection of invited interdisciplinary persp- tives on the recent topic of Object-based Image Analysis (OBIA). Its c- st tent is based on select papers from the 1 OBIA International Conference held in Salzburg in July 2006, and is enriched by several invited chapters. All submissions have passed through a blind peer-review process resulting in what we believe is a timely volume of the highest scientific, theoretical and technical standards. The concept of OBIA first gained widespread interest within the GIScience (Geographic Information Science) community circa 2000, with the advent of the first commercial software for what was then termed ‘obje- oriented image analysis’. However, it is widely agreed that OBIA builds on older segmentation, edge-detection and classification concepts that have been used in remote sensing image analysis for several decades. Nevert- less, its emergence has provided a new critical bridge to spatial concepts applied in multiscale landscape analysis, Geographic Information Systems (GIS) and the synergy between image-objects and their radiometric char- teristics and analyses in Earth Observation data (EO).



Techniques and Applications of Hyperspectral Image Analysis

Author : Hans Grahn

Publisher : John Wiley & Sons

Page : 390 pages

File Size : 32,98 MB

Release : 2007-09-27

Category : Science

ISBN : 9780470010877

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Book Description

Techniques and Applications of Hyperspectral Image Analysis gives an introduction to the field of image analysis using hyperspectral techniques, and includes definitions and instrument descriptions. Other imaging topics that are covered are segmentation, regression and classification. The book discusses how high quality images of large data files can be structured and archived. Imaging techniques also demand accurate calibration, and are covered in sections about multivariate calibration techniques. The book explains the most important instruments for hyperspectral imaging in more technical detail. A number of applications from medical and chemical imaging are presented and there is an emphasis on data analysis including modeling, data visualization, model testing and statistical interpretation.



Statistical Image Processing Techniques for Noisy Images

Author : Phillipe Réfrégier

Publisher : Springer Science & Business Media

Page : 261 pages

File Size : 28,72 MB

Release : 2013-11-22

Category : Computers

ISBN : 1441988556

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Book Description

Statistical Processing Techniques for Noisy Images presents a statistical framework to design algorithms for target detection, tracking, segmentation and classification (identification). Its main goal is to provide the reader with efficient tools for developing algorithms that solve his/her own image processing applications. In particular, such topics as hypothesis test-based detection, fast active contour segmentation and algorithm design for non-conventional imaging systems are comprehensively treated, from theoretical foundations to practical implementations. With a large number of illustrations and practical examples, this book serves as an excellent textbook or reference book for senior or graduate level courses on statistical signal/image processing, as well as a reference for researchers in related fields.



Image Analysis Applications

Author : Rangacha Kasturi

Publisher : CRC Press

Page : 455 pages

File Size : 23,3 MB

Release : 2020-12-17

Category : Computers

ISBN : 1000104265

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Book Description

This book presents a wide spectrum of applications where image analysis has been successfully employed, providing the reader with an insight into the merits or demerits of a particular technique. It deals with the domain of graphics recognition, document analysis, and map data interpretation.