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Computer Vision For Microscopy Image Analysis

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Computer Vision for Microscopy Image Analysis

Computer Vision for Microscopy Image Analysis Book
Author : Mei Chen
Publisher : Academic Press
Release : 2020-12-01
ISBN : 0128149736
Language : En, Es, Fr & De

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Book Description :

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

Research Developments in Computer Vision and Image Processing Methodologies and Applications

Research Developments in Computer Vision and Image Processing  Methodologies and Applications Book
Author : Srivastava, Rajeev
Publisher : IGI Global
Release : 2013-09-30
ISBN : 1466645598
Language : En, Es, Fr & De

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Book Description :

Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. Research Developments in Computer Vision and Image Processing: Methodologies and Applications brings together various research methodologies and trends in emerging areas of application of computer vision and image processing. This book is useful for students, researchers, scientists, and engineers interested in the research developments of this rapidly growing field.

Image Processing Concepts Methodologies Tools and Applications

Image Processing  Concepts  Methodologies  Tools  and Applications Book
Author : Management Association, Information Resources
Publisher : IGI Global
Release : 2013-05-31
ISBN : 1466639954
Language : En, Es, Fr & De

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Book Description :

Advancements in digital technology continue to expand the image science field through the tools and techniques utilized to process two-dimensional images and videos. Image Processing: Concepts, Methodologies, Tools, and Applications presents a collection of research on this multidisciplinary field and the operation of multi-dimensional signals with systems that range from simple digital circuits to computers. This reference source is essential for researchers, academics, and students in the computer science, computer vision, and electrical engineering fields.

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

Image Analysis and Processing ICIAP 2019

Image Analysis and Processing     ICIAP 2019 Book
Author : Elisa Ricci,Samuel Rota Bulò,Cees Snoek,Oswald Lanz,Stefano Messelodi,Nicu Sebe
Publisher : Springer Nature
Release : 2019-11-03
ISBN : 3030306453
Language : En, Es, Fr & De

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Book Description :

The two-volume set LNCS 11751 and 11752 constitutes the refereed proceedings of the 20th International Conference on Image Analysis and Processing, ICIAP 2019, held in Trento, Italy, in September 2019. The 117 papers presented were carefully reviewed and selected from 207 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: Video Analysis and Understanding; Pattern Recognition and Machine Learning; Deep Learning; Multiview Geometry and 3D Computer Vision; Image Analysis, Detection and Recognition; Multimedia; Biomedical and Assistive Technology; Digital Forensics; Image processing for Cultural Heritage.

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications Book
Author : Ruben Vera-Rodriguez,Julian Fierrez,Aythami Morales
Publisher : Springer
Release : 2019-03-02
ISBN : 3030134695
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed post-conference proceedings of the 23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018, held in Madrid, Spain, in November 2018 The 112 papers presented were carefully reviewed and selected from 187 submissions The program was comprised of 6 oral sessions on the following topics: machine learning, computer vision, classification, biometrics and medical applications, and brain signals, and also on: text and character analysis, human interaction, and sentiment analysis

Deep Learning for Medical Image Analysis

Deep Learning for Medical Image Analysis Book
Author : S. Kevin Zhou,Hayit Greenspan,Dinggang Shen
Publisher : Academic Press
Release : 2017-01-18
ISBN : 0128104090
Language : En, Es, Fr & De

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Book Description :

Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis, using a wide variety of application areas. Deep Learning for Medical Image Analysis is a great learning resource for academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. Covers common research problems in medical image analysis and their challenges Describes deep learning methods and the theories behind approaches for medical image analysis Teaches how algorithms are applied to a broad range of application areas, including Chest X-ray, breast CAD, lung and chest, microscopy and pathology, etc. Includes a Foreword written by Nicholas Ayache

Image Analysis and Recognition

Image Analysis and Recognition Book
Author : Aurélio Campilho,Fakhri Karray,Bart ter Haar Romeny
Publisher : Springer
Release : 2018-07-31
ISBN : 3319930001
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed proceedings of the 15th International Conference on Image Analysis and Recognition, ICIAR 2018, held in Póvoa de Varzim, Portugal, in June 2018. The 91 full papers presented together with 15 short papers were carefully reviewed and selected from 179 submissions. The papers are organized in the following topical sections: Enhancement, Restoration and Reconstruction, Image Segmentation, Detection, Classication and Recognition, Indexing and Retrieval, Computer Vision, Activity Recognition, Traffic and Surveillance, Applications, Biomedical Image Analysis, Diagnosis and Screening of Ophthalmic Diseases, and Challenge on Breast Cancer Histology Images.

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications Book
Author : César San Martin,Sang-Woon Kim
Publisher : Springer
Release : 2011-11-12
ISBN : 3642250858
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 16th Iberoamerican Congress on Pattern Recognition, CIARP 2011, held in Pucón, Chile, in November 2011. The 81 revised full papers presented together with 3 keynotes were carefully reviewed and selected from numerous submissions. Topics of interest covered are image processing, restoration and segmentation; computer vision; clustering and artificial intelligence; pattern recognition and classification; applications of pattern recognition; and Chilean Workshop on Pattern Recognition.

Pattern Recognition and Computer Vision

Pattern Recognition and Computer Vision Book
Author : Zhouchen Lin,Liang Wang,Jian Yang,Guangming Shi,Tieniu Tan,Nanning Zheng,Xilin Chen,Yanning Zhang
Publisher : Springer Nature
Release : 2019-10-31
ISBN : 3030317234
Language : En, Es, Fr & De

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Book Description :

The three-volume set LNCS 11857, 11858, and 11859 constitutes the refereed proceedings of the Second Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2019, held in Xi’an, China, in November 2019. The 165 revised full papers presented were carefully reviewed and selected from 412 submissions. The papers have been organized in the following topical sections: Part I: Object Detection, Tracking and Recognition, Part II: Image/Video Processing and Analysis, Part III: Data Analysis and Optimization.

Histopathological Image Analysis in Medical Decision Making

Histopathological Image Analysis in Medical Decision Making Book
Author : Dey, Nilanjan,Ashour, Amira S.,Kalia, Harihar,Goswami, R.T.,Das, Himansu
Publisher : IGI Global
Release : 2018-09-21
ISBN : 1522563172
Language : En, Es, Fr & De

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Book Description :

Medical imaging technologies play a significant role in visualization and interpretation methods in medical diagnosis and practice using decision making, pattern classification, diagnosis, and learning. Progressions in the field of medical imaging lead to interdisciplinary discovery in microscopic image processing and computer-assisted diagnosis systems, and aids physicians in the diagnosis and early detection of diseases. Histopathological Image Analysis in Medical Decision Making provides emerging research exploring the theoretical and practical applications of image technologies and feature extraction procedures within the medical field. Featuring coverage on a broad range of topics such as image classification, digital image analysis, and prediction methods, this book is ideally designed for medical professionals, system engineers, medical students, researchers, and medical practitioners seeking current research on problem-oriented processing techniques in imaging technologies.

Pattern Recognition and Image Analysis

Pattern Recognition and Image Analysis Book
Author : Aythami Morales,Julian Fierrez,José Salvador Sánchez,Bernardete Ribeiro
Publisher : Springer Nature
Release : 2019-09-21
ISBN : 3030313328
Language : En, Es, Fr & De

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Book Description :

This 2-volume set constitutes the refereed proceedings of the 9th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, held in Madrid, Spain, in July 2019. The 99 papers in these volumes were carefully reviewed and selected from 137 submissions. They are organized in topical sections named: Part I: best ranked papers; machine learning; pattern recognition; image processing and representation. Part II: biometrics; handwriting and document analysis; other applications.

Analysis of Atomic Force Microscopy Images Using the Wavelet Transform

Analysis of Atomic Force Microscopy Images Using the Wavelet Transform Book
Author : Douglas Matthew Carmichael
Publisher : Unknown
Release : 2004
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Analysis of Atomic Force Microscopy Images Using the Wavelet Transform book written by Douglas Matthew Carmichael, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Computer Vision for Biomedical Image Applications

Computer Vision for Biomedical Image Applications Book
Author : Yanxi Liu,Tianzi Jiang,China) Cvbia 200 (2005 Beijing,Changshui Zhang
Publisher : Springer Science & Business Media
Release : 2005-10-10
ISBN : 9783540294115
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the First International Workshop on Computer Vision for Biomedical Image Applications: Current Techniques and Future Trends, CVBIA 2005, held in Beijing, China, in October 2005 within the scope of ICCV 20.

Handbook of Computer Vision and Applications Sensors and imaging

Handbook of Computer Vision and Applications  Sensors and imaging Book
Author : Bernd Jähne,Horst Haussecker,Peter Geissler
Publisher : Unknown
Release : 1999
ISBN : 9780123797711
Language : En, Es, Fr & De

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Book Description :

CD-ROM files contain complete text of all three print vols., as well as hyperlinks to figures, tables, etc. and between the index and the text. Also included are hyperlinks to movies, interactive 3-D models, demonstration software and other materials not contained in the print version.

Biomedical Image Processing and Three dimensional Microscopy

Biomedical Image Processing and Three dimensional Microscopy Book
Author : Rajgopal Sundaraj Acharya,Carol J. Cogswell,Dmitry B. Goldgof
Publisher : Society of Photo Optical
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Biomedical Image Processing and Three dimensional Microscopy book written by Rajgopal Sundaraj Acharya,Carol J. Cogswell,Dmitry B. Goldgof, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Plant Image Analysis

Plant Image Analysis Book
Author : S Dutta Gupta,Yasuomi Ibaraki
Publisher : CRC Press
Release : 2014-09-17
ISBN : 1466583010
Language : En, Es, Fr & De

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Book Description :

The application of imaging techniques in plant and agricultural sciences had previously been confined to images obtained through remote sensing techniques. Technological advancements now allow image analysis for the nondestructive and objective evaluation of biological objects. This has opened a new window in the field of plant science. Plant Image Analysis: Fundamentals and Applications introduces the basic concepts of image analysis and discusses various techniques in plant imaging, their applications, and future potential. Several types of imaging techniques are discussed including RGB, hyperspectral, thermal, PRI, chlorophyll fluorescence, ROS, and chromosome imaging. The book also covers the use of these techniques in assessing plant growth, early detection of disease and stress, fruit crop yield, plant chromosome analysis, plant phenotyping, and nutrient status both in vivo and in vitro. The book is an authoritative guide for researchers and those teaching in the fields of stress physiology, precision agriculture, agricultural biotechnology, and cell and developmental biology. Graduate students and professionals using machine vision in plant science will also benefit from this comprehensive resource.

Pattern Recognition and Computer Vision

Pattern Recognition and Computer Vision Book
Author : Yuxin Peng,Qingshan Liu,Huchuan Lu,Zhenan Sun,Chenglin Liu,Xilin Chen,Hongbin Zha,Jian Yang
Publisher : Springer Nature
Release : 2020-10-11
ISBN : 3030606333
Language : En, Es, Fr & De

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Book Description :

The three-volume set LNCS 12305, 12306, and 12307 constitutes the refereed proceedings of the Third Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2020, held virtually in Nanjing, China, in October 2020. The 158 full papers presented were carefully reviewed and selected from 402 submissions. The papers have been organized in the following topical sections: Part I: Computer Vision and Application, Part II: Pattern Recognition and Application, Part III: Machine Learning.

Three dimensional Computed Tomographic Image Analysis for Early Cancer Diagnosis in Small Pulmonary Nodules

Three dimensional Computed Tomographic Image Analysis for Early Cancer Diagnosis in Small Pulmonary Nodules Book
Author : William Jason Kostis
Publisher : Unknown
Release : 2001
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Three dimensional Computed Tomographic Image Analysis for Early Cancer Diagnosis in Small Pulmonary Nodules book written by William Jason Kostis, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.