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Microscope Image Processing

Microscope Image Processing
A Book

by Qiang Wu,Fatima Merchant,Kenneth Castleman

  • Publisher : Elsevier
  • Release : 2010-07-27
  • Pages : 576
  • ISBN : 9780080558547
  • Language : En, Es, Fr & De
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Digital image processing, an integral part of microscopy, is increasingly important to the fields of medicine and scientific research. This book provides a unique one-stop reference on the theory, technique, and applications of this technology. Written by leading experts in the field, this book presents a unique practical perspective of state-of-the-art microscope image processing and the development of specialized algorithms. It contains in-depth analysis of methods coupled with the results of specific real-world experiments. Microscope Image Processing covers image digitization and display, object measurement and classification, autofocusing, and structured illumination. Key Features: Detailed descriptions of many leading-edge methods and algorithms In-depth analysis of the method and experimental results, taken from real-life examples Emphasis on computational and algorithmic aspects of microscope image processing Advanced material on geometric, morphological, and wavelet image processing, fluorescence, three-dimensional and time-lapse microscopy, microscope image enhancement, MultiSpectral imaging, and image data management This book is of interest to all scientists, engineers, clinicians, post-graduate fellows, and graduate students working in the fields of biology, medicine, chemistry, pharmacology, and other related fields. Anyone who uses microscopes in their work and needs to understand the methodologies and capabilities of the latest digital image processing techniques will find this book invaluable. Presents a unique practical perspective of state-of-the-art microcope image processing and the development of specialized algorithms Each chapter includes in-depth analysis of methods coupled with the results of specific real-world experiments Co-edited by Kenneth R. Castleman, world-renowned pioneer in digital image processing and author of two seminal textbooks on the subject

Microscope Image Processing

Microscope Image Processing
A Book

by Fatima Merchant,Kenneth Castleman

  • Publisher : Academic Press
  • Release : 2021-09-15
  • Pages : 575
  • ISBN : 9780128210499
  • Language : En, Es, Fr & De
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Microscope Image Processing, Second Edition, introduces the basic fundamentals of image formation in microscopy including the importance of image digitization and display, which are key to quality visualization. Image processing and analysis are discussed in detail to provide readers with the tools necessary to improve the visual quality of images, and to extract quantitative information. Basic techniques such as image enhancement, filtering, segmentation, object measurement, and pattern recognition cover concepts integral to image processing. In addition, chapters on specific modern microscopy techniques such as fluorescence imaging, multispectral imaging, three-dimensional imaging and time-lapse imaging, introduce these key areas with emphasis on the differences among the various techniques. The new edition discusses recent developments in microscopy such as light sheet microscopy, digital microscopy, whole slide imaging, and the use of deep learning techniques for image segmentation and analysis with big data image informatics and management. Microscope Image Processing, Second Edition, is suitable for engineers, scientists, clinicians, post-graduate fellows and graduate students working in bioengineering, biomedical engineering, biology, medicine, chemistry, pharmacology and related fields, who use microscopes in their work and would like to understand the methodologies and capabilities of the latest digital image processing techniques or desire to develop their own image processing algorithms and software for specific applications. Presents a unique practical perspective of state-of-the-art microscope image processing and the development of specialized algorithms Each chapter includes in-depth analysis of methods coupled with the results of specific real-world experiments Co-edited by Kenneth R. Castleman, world-renowned pioneer in digital image processing and author of two seminal textbooks on the subject

The Image Processing Handbook

The Image Processing Handbook
A Book

by John C. Russ

  • Publisher : CRC Press
  • Release : 2016-04-19
  • Pages : 885
  • ISBN : 9781439840634
  • Language : En, Es, Fr & De
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Whether obtained by microscopes, space probes, or the human eye, the same basic tools can be applied to acquire, process, and analyze the data contained in images. Ideal for self study, The Image Processing Handbook, Sixth Edition, first published in 1992, raises the bar once again as the gold-standard reference on this subject. Using extensive new illustrations and diagrams, it offers a logically organized exploration of the important relationship between 2D images and the 3D structures they reveal. Provides Hundreds of Visual Examples in FULL COLOR! The author focuses on helping readers visualize and compare processing and measurement operations and how they are typically combined in fields ranging from microscopy and astronomy to real-world scientific, industrial, and forensic applications. Presenting methods in the order in which they would be applied in a typical workflow—from acquisition to interpretation—this book compares a wide range of algorithms used to: Improve the appearance, printing, and transmission of an image Prepare images for measurement of the features and structures they reveal Isolate objects and structures, and measure their size, shape, color, and position Correct defects and deal with limitations in images Enhance visual content and interpretation of details This handbook avoids dense mathematics, instead using new practical examples that better convey essential principles of image processing. This approach is more useful to develop readers’ grasp of how and why to apply processing techniques and ultimately process the mathematical foundations behind them. Much more than just an arbitrary collection of algorithms, this is the rare book that goes beyond mere image improvement, presenting a wide range of powerful example images that illustrate techniques involved in color processing and enhancement. Applying his 50-year experience as a scientist, educator, and industrial consultant, John Russ offers the benefit of his image processing expertise for fields ranging from astronomy and biomedical research to food science and forensics. His valuable insights and guidance continue to make this handbook a must-have reference.

Content-based Microscopic Image Analysis

Content-based Microscopic Image Analysis

by Chen Li

  • Publisher : Logos Verlag Berlin GmbH
  • Release : 2016-05-15
  • Pages : 196
  • ISBN : 3832542531
  • Language : En, Es, Fr & De
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In this dissertation, novel Content-based Microscopic Image Analysis (CBMIA) methods, including Weakly Supervised Learning (WSL), are proposed to aid biological studies. In a CBMIA task, noisy image, image rotation, and object recognition problems need to be addressed. To this end, the first approach is a general supervised learning method, which consists of image segmentation, shape feature extraction, classification, and feature fusion, leading to a semi-automatic approach. In contrast, the second approach is a WSL method, which contains Sparse Coding (SC) feature extraction, classification, and feature fusion, leading to a full-automatic approach. In this WSL approach, the problems of noisy image and object recognition are jointly resolved by a region-based classifier, and the image rotation problem is figured out through SC features. To demonstrate the usefulness and potential of the proposed methods, experiments are implemented on di erent practical biological tasks, including environmental microorganism classification, stem cell analysis, and insect tracking.

New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty

New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty

by Stegmaier, Johannes

  • Publisher : KIT Scientific Publishing
  • Release : 2017-02-08
  • Pages : 266
  • ISBN : 3731505908
  • Language : En, Es, Fr & De
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Automated Microscopic Image Analysis

Automated Microscopic Image Analysis
Application in Experimental and Human Pathology

by Heinz Simon,Klaus Voss,Knut Wenzelides

  • Publisher : Unknown Publisher
  • Release : 1984
  • Pages : 123
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Biomedical Index to PHS-supported Research

Biomedical Index to PHS-supported Research
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1990
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Digital Image Processing in Ion Microscopy

Digital Image Processing in Ion Microscopy
A Book

by John David Fassett

  • Publisher : Unknown Publisher
  • Release : 1978
  • Pages : 296
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Biomedical Image Processing and Three-dimensional Microscopy

Biomedical Image Processing and Three-dimensional Microscopy
10-13 February 1992, San Jose, California

by Rajgopal Sundaraj Acharya,Carol J. Cogswell,Dmitry B. Goldgof

  • Publisher : Society of Photo Optical
  • Release : 1992
  • Pages : 835
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Image Processing Enhancements for Scanning Probe Recognition Microscopy

Image Processing Enhancements for Scanning Probe Recognition Microscopy
A Book

by Yuan Fan

  • Publisher : Unknown Publisher
  • Release : 2009
  • Pages : 284
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Quantitative Ion Microscopy by Digital Image Processing

Quantitative Ion Microscopy by Digital Image Processing
A Book

by David Manfred Drummer

  • Publisher : Unknown Publisher
  • Release : 1980
  • Pages : 144
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Computer Control of a Scanning Electron Microscope for Digital Image Processing of Thermal-wave Images

Computer Control of a Scanning Electron Microscope for Digital Image Processing of Thermal-wave Images
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1987
  • Pages : 16
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Image Processing of Small Protein-crystals in Electron Microscopy

Image Processing of Small Protein-crystals in Electron Microscopy
A Book

by David Alan Feinberg

  • Publisher : Unknown Publisher
  • Release : 1979
  • Pages : 130
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Optical and Digital Image Processing

Optical and Digital Image Processing
Fundamentals and Applications

by Gabriel Cristobal,Peter Schelkens,Hugo Thienpont

  • Publisher : John Wiley & Sons
  • Release : 2013-02-12
  • Pages : 988
  • ISBN : 3527635254
  • Language : En, Es, Fr & De
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In recent years, Moore's law has fostered the steady growth of the field of digital image processing, though the computational complexity remains a problem for most of the digital image processing applications. In parallel, the research domain of optical image processing has matured, potentially bypassing the problems digital approaches were suffering and bringing new applications. The advancement of technology calls for applications and knowledge at the intersection of both areas but there is a clear knowledge gap between the digital signal processing and the optical processing communities. This book covers the fundamental basis of the optical and image processing techniques by integrating contributions from both optical and digital research communities to solve current application bottlenecks, and give rise to new applications and solutions. Besides focusing on joint research, it also aims at disseminating the knowledge existing in both domains. Applications covered include image restoration, medical imaging, surveillance, holography, etc... "a very good book that deserves to be on the bookshelf of a serious student or scientist working in these areas." Source: Optics and Photonics News

Medical Image Processing

Medical Image Processing
2-3 December 1985, Cannes, France

by Paul Suetens,Ian T. Young

  • Publisher : Society of Photo Optical
  • Release : 1986
  • Pages : 171
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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International Conference on Electronic Image Processing, 26-28 July, 1982

International Conference on Electronic Image Processing, 26-28 July, 1982
A Book

by Institution of Electrical Engineers. Electronics Division

  • Publisher : Unknown Publisher
  • Release : 1982
  • Pages : 253
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Digital Microscopy

Digital Microscopy
A Book

by Greenfield Sluder,David E. Wolf

  • Publisher : Academic Press
  • Release : 2013-08-07
  • Pages : 672
  • ISBN : 0124078923
  • Language : En, Es, Fr & De
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The previous edition of this book marked the shift in technology from video to digital camera use with microscope use in biological science. This new edition presents some of the optical fundamentals needed to provide a quality image to the digital camera. Specifically, it covers the fundamental geometric optics of finite- and infinity-corrected microscopes, develops the concepts of physical optics and Abbe s theory of image formation, presents the principles of Kohler illumination, and finally reviews the fundamentals of fluorescence and fluorescence microscopy. The second group of chapters deals with digital and video fundamentals: how digital and video cameras work, how to coordinate cameras with microscopes, how to deal with digital data, the fundamentals of image processing, and low light level cameras. The third group of chapters address some specialized areas of microscopy that allow sophisticated measurements of events in living cells that are below the optical limits of resolution. Expands coverage to include discussion of confocal microscopy not found in the previous edition Includes "traps and pitfalls" as well as laboratory exercises to help illustrate methods

Image Processing and Acquisition using Python

Image Processing and Acquisition using Python
A Book

by Ravishankar Chityala,Sridevi Pudipeddi

  • Publisher : CRC Press
  • Release : 2014-02-19
  • Pages : 390
  • ISBN : 1466583754
  • Language : En, Es, Fr & De
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Image Processing and Acquisition using Python provides readers with a sound foundation in both image acquisition and image processing—one of the first books to integrate these topics together. By improving readers’ knowledge of image acquisition techniques and corresponding image processing, the book will help them perform experiments more effectively and cost efficiently as well as analyze and measure more accurately. Long recognized as one of the easiest languages for non-programmers to learn, Python is used in a variety of practical examples. A refresher for more experienced readers, the first part of the book presents an introduction to Python, Python modules, reading and writing images using Python, and an introduction to images. The second part discusses the basics of image processing, including pre/post processing using filters, segmentation, morphological operations, and measurements. The last part describes image acquisition using various modalities, such as x-ray, CT, MRI, light microscopy, and electron microscopy. These modalities encompass most of the common image acquisition methods currently used by researchers in academia and industry.

Applications of Digital Image Processing

Applications of Digital Image Processing
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1998
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Applications of Digital Image Processing XVIII

Applications of Digital Image Processing XVIII
12-14 July 1995, San Diego, California

by Andrew G. Tescher

  • Publisher : Society of Photo Optical
  • Release : 1995
  • Pages : 566
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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