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Microscope Image Processing

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Microscope Image Processing

Microscope Image Processing Book
Author : Qiang Wu,Fatima Merchant,Kenneth Castleman
Publisher : Elsevier
Release : 2010-07-27
ISBN : 9780080558547
Language : En, Es, Fr & De

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Book Description :

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

The Image Processing Handbook

The Image Processing Handbook Book
Author : John C. Russ
Publisher : CRC Press
Release : 2016-04-19
ISBN : 9781439840634
Language : En, Es, Fr & De

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Book Description :

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 Book
Author : Chen Li
Publisher : Logos Verlag Berlin GmbH
Release : 2016-05-15
ISBN : 3832542531
Language : En, Es, Fr & De

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Book Description :

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.

Microscopic Image Analysis for Life Science Applications

Microscopic Image Analysis for Life Science Applications Book
Author : Jens Rittscher,Raghu Machiraju,Stephen T. C. Wong
Publisher : Artech House
Release : 2008
ISBN : 1596932376
Language : En, Es, Fr & De

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Book Description :

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.

Optical and Digital Image Processing

Optical and Digital Image Processing Book
Author : Gabriel Cristobal,Peter Schelkens,Hugo Thienpont
Publisher : John Wiley & Sons
Release : 2013-02-12
ISBN : 3527635254
Language : En, Es, Fr & De

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Book Description :

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

Fundamentals of Light Microscopy and Electronic Imaging

Fundamentals of Light Microscopy and Electronic Imaging Book
Author : Douglas B. Murphy
Publisher : John Wiley & Sons
Release : 2002-06-18
ISBN : 047123429X
Language : En, Es, Fr & De

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Book Description :

Over the last decade, advances in science and technology have profoundly changed the face of light microscopy. Research scientists need to learn new skills in order to use a modern research microscope-skills such as how to align microscope optics and perform image processing. Fundamentals of Light Microscopy and Electronic Imaging explores the basics of microscope design and use. The comprehensive material discusses the optical principles involved in diffraction and image formation in the light microscope, the basic modes of light microscopy, the components of modern electronic imaging systems, and the image processing operations necessary to acquire and prepare an image. Written in a practical, accessible style, Fundamentals of Light Microscopy and Electronic Imaging reviews such topics as: * Illuminators, filters, and isolation of specific wavelengths * Phase contrast and differential interference contrast * Properties of polarized light and polarization microscopy * Fluorescence and confocal laser scanning microscopy * Digital CCD microscopy and image processing Each chapter includes practical demonstrations and exercises along with a discussion of the relevant material. In addition, a thorough glossary assists with complex terminology and an appendix contains lists of materials, procedures for specimen preparation, and answers to questions. An essential resource for both, experienced and novice microscopists.

Deep Learning for Image Processing Applications

Deep Learning for Image Processing Applications Book
Author : D.J. Hemanth,V. Vieira Estrela
Publisher : IOS Press
Release : 2017-12
ISBN : 1614998221
Language : En, Es, Fr & De

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Book Description :

Deep learning and image processing are two areas of great interest to academics and industry professionals alike. The areas of application of these two disciplines range widely, encompassing fields such as medicine, robotics, and security and surveillance. The aim of this book, ‘Deep Learning for Image Processing Applications’, is to offer concepts from these two areas in the same platform, and the book brings together the shared ideas of professionals from academia and research about problems and solutions relating to the multifaceted aspects of the two disciplines. The first chapter provides an introduction to deep learning, and serves as the basis for much of what follows in the subsequent chapters, which cover subjects including: the application of deep neural networks for image classification; hand gesture recognition in robotics; deep learning techniques for image retrieval; disease detection using deep learning techniques; and the comparative analysis of deep data and big data. The book will be of interest to all those whose work involves the use of deep learning and image processing techniques.

Polymer Microscopy

Polymer Microscopy Book
Author : Linda C. Sawyer
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 9400931395
Language : En, Es, Fr & De

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Book Description :

Modern materials include a vast array of polymers and plastics which are found in applications such as housing, appliances, clothing and household textiles and automotive and aerospace industries. Thus research scientists, engineers and materials science graduate students need to be aware of the methods and techniques required to understand the structure-property relations of polymer materials. This book will review the field of the microscopy of polymers. There is a vast literature which describes the research results obtained by study of polymer materials using microscopy and other complementary analytical techniques and such studies are best left to journals on specific topics. The major objective of this text is to provide the basic microscopy techniques and specimen preparation methods applicable to polymers. The book will attempt to provide enough detail so that the methods described can be applied, and also to reference appropriate publications for the investigator interested in more detail. The selection of two authors for this text came from the desire for a comprehen sive review of polymer microscopy with emphasis on methods and techniques, rather than on research results. The synergism provided by two authors with widely varied backgrounds was thought to be important: one author (LCS) has an industrial focus and a background in chemistry whilst the other (DTG) has an academic environment and offers a background in polymer physics.

Digital Microscopy

Digital Microscopy Book
Author : N.A
Publisher : Academic Press
Release : 2003-12-18
ISBN : 9780080546032
Language : En, Es, Fr & De

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Book Description :

This updated second edition of the popular methods book "Video Microscopy" shows how to track dynamic changes in the structure or architecture of living cells and in reconstituted preparations using video and digital imaging microscopy. Contains 10 new chapters addressing developments over the last several years. Basic information, principles, applications, and equipment are covered in the first half of the volume and more spcialized video microscopy techniques are covered in the second half. Shows how to track dynamic changes in the structure or architecture of living cells and in reconstituted preparations using video and digital imaging microscopy Contains 10 new chapters addressing developments over the last several years Covers basic principles, applications, and equipment Spcialized video microscopy techniques are covered

Image Technology

Image Technology Book
Author : Jorge L.C. Sanz
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 3642582885
Language : En, Es, Fr & De

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Book Description :

Image processing and machine vision are fields of renewed interest in the commercial market. People in industry, managers, and technical engineers are looking for new technologies to move into the market. Many of the most promising developments are taking place in the field of image processing and its applications. The book offers a broad coverage of advances in a range of topics in image processing and machine vision.

Handbook of Biological Confocal Microscopy

Handbook of Biological Confocal Microscopy Book
Author : James Pawley
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 1461571332
Language : En, Es, Fr & De

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Book Description :

In 1987 the Electron Microscopy Society of America (EMSA) going to drive important scientific discoveries across wide areas under the leadership of J. P. Revel (Cal Tech) initiated a major of physiology, cellular biology and neurobiology. They had been program to present a discussion of recent advances in light looking for a forum in which they could advance the state of microscopy as part of the annual meeting. The result was three the art of confocal microscopy, alert manufacturers to the lim special LM sessions at the Milwaukee meeting in August 1988: itations of current instruments, and catalyze progress toward The LM Forum, organized by me, and Symposia on Confocal new directions in confocal instrument development. LM, organized by G. Schatten (Madison), and on Integrated These goals were so close to those of the EMSA project that Acoustic/LM/EM organized by C. Rieder (Albany). In addition, the two groups decided to join forces with EMSA to provide there was an optical micro-analysis session emphasizing Raman the organization and the venue for a Confocal Workshop and techniques, organized by the Microbeam Analysis Society, for NSF to provide the financial support for the speakers expenses a total of 40 invited and 30 contributed papers on optical tech and for the publication of extended abstracts.

Image Analysis

Image Analysis Book
Author : Donat P. Hader
Publisher : CRC Press
Release : 2000-08-23
ISBN : 9780849302398
Language : En, Es, Fr & De

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Book Description :

Automatic image analysis has become an important tool in many fields of biology, medicine, and other sciences. Since the first edition of Image Analysis: Methods and Applications, the development of both software and hardware technology has undergone quantum leaps. For example, specific mathematical filters have been developed for quality enhancement of original images and for extraction of specific features of interest. Also, more complex programs have been developed for the analysis of object forms in distinguishing cancer cells from normal tissue cells. Just as significant, three-dimensional analysis of proteins, organelles, or macroscopic objects is even more complex. In addition, recent space-based experiments have optimized techniques for the extraction of movement parameters of numerous motile objects. The second edition of Image Analysis: Methods and Applications addresses all these new developments. Moreover, two new chapters have been added. One focuses on images on the internet, and the other discusses microscope image restoration. These chapters add significantly to the existing body of information on Internet communication protocol and environment as well as to that on image file formats considerations. The materials also include a list of internet Web sites that pertain to digital images and software along with those that relate to image processing. With these considerations in mind, Image Analysis: Methods and Application, Second Edition is of incalculable value to professionals, academics, and users of all aspects of image analysis in biology and other areas of science.

Introduction to Image Processing and Analysis

Introduction to Image Processing and Analysis Book
Author : John C. Russ,J. Christian Russ
Publisher : CRC Press
Release : 2007-10-31
ISBN : 1420006495
Language : En, Es, Fr & De

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Book Description :

Image processing comprises a broad variety of methods that operate on images to produce another image. A unique textbook, Introduction to Image Processing and Analysis establishes the programming involved in image processing and analysis by utilizing skills in C compiler and both Windows and MacOS programming environments. The provided mathematical background illustrates the workings of algorithms and emphasizes the practical reasons for using certain methods, their effects on images, and their appropriate applications. The text concentrates on image processing and measurement and details the implementation of many of the most widely used and most important image processing and analysis algorithms. Homework problems are included in every chapter with solutions available for download from the CRC Press website The chapters work together to combine image processing with image analysis. The book begins with an explanation of familiar pixel array and goes on to describe the use of frequency space. Chapters 1 and 2 deal with the algorithms used in processing steps that are usually accomplished by a combination of measurement and processing operations, as described in chapters 3 and 4. The authors present each concept using a mixture of three mutually supportive tools: a description of the procedure with example images, the relevant mathematical equations behind each concept, and the simple source code (in C), which illustrates basic operations. In particularly, the source code provides a starting point to develop further modifications. Written by John Russ, author of esteemed Image Processing Handbook now in its fifth edition, this book demonstrates functions to improve an image's of features and detail visibility, improve images for printing or transmission, and facilitate subsequent analysis.