Microscope Image Processing

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Microscope Image Processing

Author : Qiang Wu
Publisher : Elsevier
ISBN 13 : 9780080558547
Total Pages : 576 pages
Book Rating : 4.5/5 (585 download)

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Book Synopsis Microscope Image Processing by : Qiang Wu

Download or read book Microscope Image Processing written by Qiang Wu and published by Elsevier. This book was released on 2010-07-27 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Computer Vision for Microscopy Image Analysis

Author : Mei Chen
Publisher : Academic Press
ISBN 13 : 0128149736
Total Pages : 230 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Computer Vision for Microscopy Image Analysis by : Mei Chen

Download or read book Computer Vision for Microscopy Image Analysis written by Mei Chen and published by Academic Press. This book was released on 2020-12-01 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you a computer scientist working on image analysis? Are you a biologist seeking tools to process the microscopy data from image-based experiments? Computer Vision for Microscopy Image Analysis provides a comprehensive and in-depth discussion of modern computer vision techniques, in particular deep learning, for microscopy image analysis that will advance your efforts. Progress in imaging techniques has enabled the acquisition of large volumes of microscopy data and made it possible to conduct large-scale, image-based experiments for biomedical discovery. The main challenge and bottleneck in such experiments is the conversion of "big visual data" into interpretable information. Visual analysis of large-scale microscopy data is a daunting task. Computer vision has the potential to automate this task. One key advantage is that computers perform analysis more reproducibly and less subjectively than human annotators. Moreover, high-throughput microscopy calls for effective and efficient techniques as there are not enough human resources to advance science by manual annotation. This book articulates the strong need for biologists and computer vision experts to collaborate to overcome the limits of human visual perception, and devotes a chapter each to the major steps in analyzing microscopy images, such as detection and segmentation, classification, tracking, and event detection. Discover how computer vision can automate and enhance the human assessment of microscopy images for discovery Grasp the state-of-the-art approaches, especially deep neural networks Learn where to obtain open-source datasets and software to jumpstart his or her own investigation

Microscope Image Processing

Author : Fatima Merchant
Publisher : Academic Press
ISBN 13 : 0128210508
Total Pages : 528 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Microscope Image Processing by : Fatima Merchant

Download or read book Microscope Image Processing written by Fatima Merchant and published by Academic Press. This book was released on 2022-08-26 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Computer Techniques for Image Processing in Electron Microscopy

Author : W. O. Saxton
Publisher : Academic Press
ISBN 13 : 1483284646
Total Pages : 302 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Computer Techniques for Image Processing in Electron Microscopy by : W. O. Saxton

Download or read book Computer Techniques for Image Processing in Electron Microscopy written by W. O. Saxton and published by Academic Press. This book was released on 2013-11-06 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Techniques for Image Processing in Electron Microscopy: Advances in Electronics and Electron Physics presents the sophisticated computer generated in processing the image. This book discusses the development of fast Fourier transform algorithms, which has led to the possibility of achieving a more reliable interpretation of electron micrographs by digital means. Organized into 10 chapters, this book begins with an overview of image formation in which the properties of the linear approximation are included. This text then reviews the available hardware and the basic mathematical methods of image processing in electron microscopy. Other chapters consider the constraints imposed on the image wave function by the objective lens aperture. This book discusses as well the properties of discrete Fourier transforms. The final chapter deals with a particular processing system called the Improc system. This book is a valuable resource for physicists and researcher workers who are interested in the study of image processing.

Microscope Image Processing

Author : Qiang Wu
Publisher :
ISBN 13 :
Total Pages : 576 pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis Microscope Image Processing by : Qiang Wu

Download or read book Microscope Image Processing written by Qiang Wu and published by . This book was released on 2010 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computer Processing of Electron Microscope Images

Author : P. W. Hawkes
Publisher : Springer Science & Business Media
ISBN 13 : 364281381X
Total Pages : 307 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Computer Processing of Electron Microscope Images by : P. W. Hawkes

Download or read book Computer Processing of Electron Microscope Images written by P. W. Hawkes and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Towards the end of the 1960s, a number of quite different circumstances combined to launch a period of intense activity in the digital processing of electron micro graphs. First, many years of work on correcting the resolution-limiting aberrations of electron microscope objectives had shown that these optical impediments to very high resolution could indeed be overcome, but only at the cost of immense exper imental difficulty; thanks largely to the theoretical work of K. -J. Hanszen and his colleagues and to the experimental work of F. Thon, the notions of transfer func tions were beginning to supplant or complement the concepts of geometrical optics in electron optical thinking; and finally, large fast computers, capable of manipu lating big image matrices in a reasonable time, were widely accessible. Thus the idea that recorded electron microscope images could be improved in some way or rendered more informative by subsequent computer processing gradually gained ground. At first, most effort was concentrated on three-dimensional reconstruction, particu larly of specimens with natural symmetry that could be exploited, and on linear operations on weakly scattering specimens (Chap. l). In 1973, however, R. W. Gerchberg and W. O. Saxton described an iterative algorithm that in principle yielded the phase and amplitude of the electron wave emerging from a strongly scattering speci men.

Computer-Assisted Microscopy

Author : John C. Russ
Publisher : Springer Science & Business Media
ISBN 13 : 1461305632
Total Pages : 461 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Computer-Assisted Microscopy by : John C. Russ

Download or read book Computer-Assisted Microscopy written by John C. Russ and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of computer-based image analysis systems for all kinds of images, but especially for microscope images, has become increasingly widespread in recent years, as computer power has increased and costs have dropped. Software to perform each of the various tasks described in this book exists now, and without doubt additional algorithms to accomplish these same things more efficiently, and to perform new kinds of image processing, feature discrimination and measurement, will continue to be developed. This is likely to be true particularly in the field of three-dimensional imaging, since new microscopy methods are beginning to be used which can produce such data. It is not the intent of this book to train programmers who will assemble their own computer systems and write their own programs. Most users require only the barest of knowledge about how to use the computer, but the greater their understanding of the various image analysis operations which are possible, their advantages and limitations, the greater the likelihood of success in their application. Likewise, the book assumes little in the way of a mathematical background, but the researcher with a secure knowledge of appropriate statistical tests will find it easier to put some of these methods into real use, and have confidence in the results, than one who has less background and experience. Supplementary texts and courses in statistics, microscopy, and specimen preparation are recommended as necessary.

Image Analysis in Histology

Author : Richard Wootton
Publisher : CUP Archive
ISBN 13 : 9780521434829
Total Pages : 466 pages
Book Rating : 4.4/5 (348 download)

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Book Synopsis Image Analysis in Histology by : Richard Wootton

Download or read book Image Analysis in Histology written by Richard Wootton and published by CUP Archive. This book was released on 1995-05-11 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a timely and useful introduction to the theory and practical application of image analysis in histology. This powerful research technique can be used to detect not only stored products in a cell (immunocytochemistry) but the synthetic machinery and the genes that control it (in situ hybridisation), as well as the specific binding sites that act as receptors for a molecule following its release (in vitro autoradiography). The book provides a good introduction for beginners before looking in greater detail at more advanced material in selected areas. The volume highlights the importance of technique in gathering quantitative information. The book is divided into four sections: introductory material, image acquisition, image processing, and applications. The applications areas include quantitative immunochemistry, quantification of nerves and neurotransmitters and automated grain counting in in situ hybridisation histochemistry.

Microscopic Image Analysis for Life Science Applications

Author : Jens Rittscher
Publisher : Artech House
ISBN 13 : 1596932376
Total Pages : 533 pages
Book Rating : 4.5/5 (969 download)

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Book Synopsis Microscopic Image Analysis for Life Science Applications by : Jens Rittscher

Download or read book Microscopic Image Analysis for Life Science Applications written by Jens Rittscher and published by Artech House. This book was released on 2008 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here's a first-of-its-kind book that bridges the gap between biomedical imaging and the bioscience community. This unique resource gives you a detailed understanding of imaging platforms, fluorescence imaging, and fundamental image processing algorithms. Further, it guides you through application of advanced image analysis methods and techniques to specific biological problems. The book presents applications that span a wide range of scales, from the detection of signaling events in sub-cellular structures, to the automated analysis of tissue structures. Other critical areas discussed include the dynamics of cell populations and in vivo microscopy. This cutting-edge volume is supported with over 160 illustrations that support key topics throughout the book. CD-ROM Included! Contains full-color images and videos that further illustrate topics discussed in the book.

Logarithmic Image Processing: Theory and Applications

Author :
Publisher : Academic Press
ISBN 13 : 0128052295
Total Pages : 282 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Logarithmic Image Processing: Theory and Applications by :

Download or read book Logarithmic Image Processing: Theory and Applications written by and published by Academic Press. This book was released on 2016-07-26 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Logarithmic Image Processing: Theory and Applications, the latest volume in the series that merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy and features cutting-edge articles on recent developments in all areas of microscopy, digital image processing, and many related subjects in electron physics. Merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy into a single volume Contains the latest information on logarithmic image processing and its theory and applications Features cutting-edge articles on recent developments in all areas of microscopy, digital image processing, and many related subjects in electron physics

Scanning Transmission Electron Microscopy

Author : Stephen J. Pennycook
Publisher : Springer Science & Business Media
ISBN 13 : 1441972005
Total Pages : 762 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Scanning Transmission Electron Microscopy by : Stephen J. Pennycook

Download or read book Scanning Transmission Electron Microscopy written by Stephen J. Pennycook and published by Springer Science & Business Media. This book was released on 2011-03-24 with total page 762 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scanning transmission electron microscopy has become a mainstream technique for imaging and analysis at atomic resolution and sensitivity, and the authors of this book are widely credited with bringing the field to its present popularity. Scanning Transmission Electron Microscopy(STEM): Imaging and Analysis will provide a comprehensive explanation of the theory and practice of STEM from introductory to advanced levels, covering the instrument, image formation and scattering theory, and definition and measurement of resolution for both imaging and analysis. The authors will present examples of the use of combined imaging and spectroscopy for solving materials problems in a variety of fields, including condensed matter physics, materials science, catalysis, biology, and nanoscience. Therefore this will be a comprehensive reference for those working in applied fields wishing to use the technique, for graduate students learning microscopy for the first time, and for specialists in other fields of microscopy.

The Essential Guide to Image Processing

Author : Alan C. Bovik
Publisher : Academic Press
ISBN 13 : 0080922511
Total Pages : 877 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis The Essential Guide to Image Processing by : Alan C. Bovik

Download or read book The Essential Guide to Image Processing written by Alan C. Bovik and published by Academic Press. This book was released on 2009-07-08 with total page 877 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete introduction to the basic and intermediate concepts of image processing from the leading people in the field Up-to-date content, including statistical modeling of natural, anistropic diffusion, image quality and the latest developments in JPEG 2000 This comprehensive and state-of-the art approach to image processing gives engineers and students a thorough introduction, and includes full coverage of key applications: image watermarking, fingerprint recognition, face recognition and iris recognition and medical imaging. "This book combines basic image processing techniques with some of the most advanced procedures. Introductory chapters dedicated to general principles are presented alongside detailed application-orientated ones. As a result it is suitably adapted for different classes of readers, ranging from Master to PhD students and beyond." – Prof. Jean-Philippe Thiran, EPFL, Lausanne, Switzerland "Al Bovik’s compendium proceeds systematically from fundamentals to today’s research frontiers. Professor Bovik, himself a highly respected leader in the field, has invited an all-star team of contributors. Students, researchers, and practitioners of image processing alike should benefit from the Essential Guide." – Prof. Bernd Girod, Stanford University, USA "This book is informative, easy to read with plenty of examples, and allows great flexibility in tailoring a course on image processing or analysis." – Prof. Pamela Cosman, University of California, San Diego, USA A complete and modern introduction to the basic and intermediate concepts of image processing – edited and written by the leading people in the field An essential reference for all types of engineers working on image processing applications Up-to-date content, including statistical modelling of natural, anisotropic diffusion, image quality and the latest developments in JPEG 2000

Image Processing

Author :
Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Image Processing by :

Download or read book Image Processing written by and published by . This book was released on 1985 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Scanning Electron Microscopy

Author : Ludwig Reimer
Publisher : Springer
ISBN 13 : 3540389679
Total Pages : 538 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Scanning Electron Microscopy by : Ludwig Reimer

Download or read book Scanning Electron Microscopy written by Ludwig Reimer and published by Springer. This book was released on 2013-11-11 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scanning Electron Microscopy provides a description of the physics of electron-probe formation and of electron-specimen interactions. The different imaging and analytical modes using secondary and backscattered electrons, electron-beam-induced currents, X-ray and Auger electrons, electron channelling effects, and cathodoluminescence are discussed to evaluate specific contrasts and to obtain quantitative information.

The Image Processing Handbook

Author : John C. Russ
Publisher : CRC Press
ISBN 13 : 9781439840634
Total Pages : 885 pages
Book Rating : 4.8/5 (46 download)

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Book Synopsis The Image Processing Handbook by : John C. Russ

Download or read book The Image Processing Handbook written by John C. Russ and published by CRC Press. This book was released on 2016-04-19 with total page 885 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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

Author : Stegmaier, Johannes
Publisher : KIT Scientific Publishing
ISBN 13 : 3731505908
Total Pages : 266 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty by : Stegmaier, Johannes

Download or read book New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty written by Stegmaier, Johannes and published by KIT Scientific Publishing. This book was released on 2017-02-08 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt:

New Approaches to Image Processing based Failure Analysis of Nano-Scale ULSI Devices

Author : Zeev Zalevsky
Publisher : William Andrew
ISBN 13 : 0128000171
Total Pages : 110 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis New Approaches to Image Processing based Failure Analysis of Nano-Scale ULSI Devices by : Zeev Zalevsky

Download or read book New Approaches to Image Processing based Failure Analysis of Nano-Scale ULSI Devices written by Zeev Zalevsky and published by William Andrew. This book was released on 2013-11-13 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: New Approaches to Image Processing Based Failure Analysis of Nano-Scale ULSI Devices introduces the reader to transmission and scanning microscope image processing for metal and non-metallic microstructures. Engineers and scientists face the pressing problem in ULSI development and quality assurance: microscopy methods can’t keep pace with the continuous shrinking of feature size in microelectronics. Nanometer scale sizes are below the resolution of light, and imaging these features is nearly impossible even with electron microscopes, due to image noise. This book presents novel "smart" image processing methods, applications, and case studies concerning quality improvement of microscope images of microelectronic chips and process optimization. It explains an approach for high-resolution imaging of advanced metallization for micro- and nanoelectronics. This approach obviates the time-consuming preparation and selection of microscope measurement and sample conditions, enabling not only better electron-microscopic resolution, but also more efficient testing and quality control. This in turn leads to productivity gains in design and development of nano-scale ULSI chips. The authors also present several approaches for super-resolving low-resolution images to improve failure analysis of microelectronic chips. Acquaints users with new software-based approaches to enhance high-resolution microscope imaging of microchip structures Demonstrates how these methods lead to productivity gains in the development of ULSI chips Presents several techniques for the superresolution of images, enabling engineers and scientists to improve their results in failure analysis of microelectronic chips