Advances In Computational Vision And Medical Image Processing

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Advances in Computational Vision and Medical Image Processing

Joao Tavares,R. M. Natal Jorge
Advances in Computational Vision and Medical Image Processing Book PDF

Author : Joao Tavares,R. M. Natal Jorge
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 46,6 Mb
Release : 2008-12-21
Category : Computers
ISBN : 9781402090868

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Advances in Computational Vision and Medical Image Processing by Joao Tavares,R. M. Natal Jorge Pdf

Computational methodologies of signal processing and imaging analysis, namely considering 2D and 3D images, are commonly used in different applications of the human society. For example, Computational Vision systems are progressively used for surveillance tasks, traf?c analysis, recognition process, inspection p- poses, human-machine interfaces, 3D vision and deformation analysis. One of the main characteristics of the Computational Vision domain is its int- multidisciplinary. In fact, in this domain, methodologies of several more fundam- tal sciences, such as Informatics, Mathematics, Statistics, Psychology, Mechanics and Physics are usually used. Besides this inter-multidisciplinary characteristic, one of the main reasons that contributes for the continually effort done in this domain of the human knowledge is the number of applications in the medical area. For instance, it is possible to consider the use of statistical or physical procedures on medical images in order to model the represented structures. This modeling can have different goals, for example: shape reconstruction, segmentation, registration, behavior interpretation and simulation, motion and deformation analysis, virtual reality, computer-assisted therapy or tissue characterization. The main objective of the ECCOMAS Thematic Conferences on Computational Vision and Medical Image Processing (VIPimage) is to promote a comprehensive forum for discussion on the recent advances in the related ?elds trying to id- tify widespread areas of potential collaboration between researchers of different sciences.

Advances in Computational Vision and Medical Image Processing

Joao Tavares,Renato Natal Jorge
Advances in Computational Vision and Medical Image Processing Book PDF

Author : Joao Tavares,Renato Natal Jorge
Publisher : Springer
Page : 294 pages
File Size : 51,5 Mb
Release : 2009-08-29
Category : Computers
ISBN : 1402090978

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Advances in Computational Vision and Medical Image Processing by Joao Tavares,Renato Natal Jorge Pdf

Computational methodologies of signal processing and imaging analysis, namely considering 2D and 3D images, are commonly used in different applications of the human society. For example, Computational Vision systems are progressively used for surveillance tasks, traf?c analysis, recognition process, inspection p- poses, human-machine interfaces, 3D vision and deformation analysis. One of the main characteristics of the Computational Vision domain is its int- multidisciplinary. In fact, in this domain, methodologies of several more fundam- tal sciences, such as Informatics, Mathematics, Statistics, Psychology, Mechanics and Physics are usually used. Besides this inter-multidisciplinary characteristic, one of the main reasons that contributes for the continually effort done in this domain of the human knowledge is the number of applications in the medical area. For instance, it is possible to consider the use of statistical or physical procedures on medical images in order to model the represented structures. This modeling can have different goals, for example: shape reconstruction, segmentation, registration, behavior interpretation and simulation, motion and deformation analysis, virtual reality, computer-assisted therapy or tissue characterization. The main objective of the ECCOMAS Thematic Conferences on Computational Vision and Medical Image Processing (VIPimage) is to promote a comprehensive forum for discussion on the recent advances in the related ?elds trying to id- tify widespread areas of potential collaboration between researchers of different sciences.

Developments in Medical Image Processing and Computational Vision

João Manuel R. S. Tavares,Renato Natal Jorge
Developments in Medical Image Processing and Computational Vision Book PDF

Author : João Manuel R. S. Tavares,Renato Natal Jorge
Publisher : Springer
Page : 395 pages
File Size : 45,7 Mb
Release : 2015-04-07
Category : Technology & Engineering
ISBN : 9783319134079

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Developments in Medical Image Processing and Computational Vision by João Manuel R. S. Tavares,Renato Natal Jorge Pdf

This book presents novel and advanced topics in Medical Image Processing and Computational Vision in order to solidify knowledge in the related fields and define their key stakeholders. It contains extended versions of selected papers presented in VipIMAGE 2013 – IV International ECCOMAS Thematic Conference on Computational Vision and Medical Image, which took place in Funchal, Madeira, Portugal, 14-16 October 2013. The twenty-two chapters were written by invited experts of international recognition and address important issues in medical image processing and computational vision, including: 3D vision, 3D visualization, colour quantisation, continuum mechanics, data fusion, data mining, face recognition, GPU parallelisation, image acquisition and reconstruction, image and video analysis, image clustering, image registration, image restoring, image segmentation, machine learning, modelling and simulation, object detection, object recognition, object tracking, optical flow, pattern recognition, pose estimation, and texture analysis. Different applications are addressed and described throughout the book, comprising: biomechanical studies, bio-structure modelling and simulation, bone characterization, cell tracking, computer-aided diagnosis, dental imaging, face recognition, hand gestures detection and recognition, human motion analysis, human-computer interaction, image and video understanding, image processing, image segmentation, object and scene reconstruction, object recognition and tracking, remote robot control, and surgery planning. This volume is of use to researchers, students, practitioners and manufacturers from several multidisciplinary fields, such as artificial intelligence, bioengineering, biology, biomechanics, computational mechanics, computational vision, computer graphics, computer science, computer vision, human motion, imagiology, machine learning, machine vision, mathematics, medical image, medicine, pattern recognition, and physics.

Advanced Machine Vision Paradigms for Medical Image Analysis

Tapan K. Gandhi,Siddhartha Bhattacharyya,Sourav De,Debanjan Konar,Sandip Dey
Advanced Machine Vision Paradigms for Medical Image Analysis Book PDF

Author : Tapan K. Gandhi,Siddhartha Bhattacharyya,Sourav De,Debanjan Konar,Sandip Dey
Publisher : Academic Press
Page : 308 pages
File Size : 46,5 Mb
Release : 2020-08-11
Category : Computers
ISBN : 9780128192962

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Advanced Machine Vision Paradigms for Medical Image Analysis by Tapan K. Gandhi,Siddhartha Bhattacharyya,Sourav De,Debanjan Konar,Sandip Dey Pdf

Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during routine clinal practice. Advanced computer vision and machine intelligence approaches have been employed in recent years in the field of image processing and computer vision. However, due to the unstructured nature of medical imaging data and the volume of data produced during routine clinical processes, the applicability of these meta-heuristic algorithms remains to be investigated. Advanced Machine Vision Paradigms for Medical Image Analysis presents an overview of how medical imaging data can be analyzed to provide better diagnosis and treatment of disease. Computer vision techniques can explore texture, shape, contour and prior knowledge along with contextual information, from image sequence and 3D/4D information which helps with better human understanding. Many powerful tools have been developed through image segmentation, machine learning, pattern classification, tracking, and reconstruction to surface much needed quantitative information not easily available through the analysis of trained human specialists. The aim of the book is for medical imaging professionals to acquire and interpret the data, and for computer vision professionals to learn how to provide enhanced medical information by using computer vision techniques. The ultimate objective is to benefit patients without adding to already high healthcare costs. Explores major emerging trends in technology which are supporting the current advancement of medical image analysis with the help of computational intelligence Highlights the advancement of conventional approaches in the field of medical image processing Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques, as well as their applications in medical image analysis

Computational Vision and Medical Image Processing

Joao Tavares,R. M. Natal Jorge
Computational Vision and Medical Image Processing Book PDF

Author : Joao Tavares,R. M. Natal Jorge
Publisher : Springer Science & Business Media
Page : 349 pages
File Size : 52,8 Mb
Release : 2010-11-22
Category : Computers
ISBN : 9789400700116

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Computational Vision and Medical Image Processing by Joao Tavares,R. M. Natal Jorge Pdf

This book contains extended versions of papers presented at the international Conference VIPIMAGE 2009 – ECCOMAS Thematic Conference on Computational Vision and Medical Image, that was held at Faculdade de Engenharia da Universidade do Porto, Portugal, from 14th to 16th of October 2009. This conference was the second ECCOMAS thematic conference on computational vision and medical image processing. It covered topics related to image processing and analysis, medical imaging and computational modelling and simulation, considering their multidisciplinary nature. The book collects the state-of-the-art research, methods and new trends on the subject of computational vision and medical image processing contributing to the development of these knowledge areas.

Research Developments in Computer Vision and Image Processing: Methodologies and Applications

Srivastava, Rajeev
Research Developments in Computer Vision and Image Processing Methodologies and Applications Book PDF

Author : Srivastava, Rajeev
Publisher : IGI Global
Page : 451 pages
File Size : 47,8 Mb
Release : 2013-09-30
Category : Computers
ISBN : 9781466645592

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Research Developments in Computer Vision and Image Processing: Methodologies and Applications by Srivastava, Rajeev Pdf

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.

Computational Vision and Medical Image Processing V

Joao Tavares,R.M. Natal Jorge
Computational Vision and Medical Image Processing V Book PDF

Author : Joao Tavares,R.M. Natal Jorge
Publisher : CRC Press
Page : 374 pages
File Size : 48,5 Mb
Release : 2015-10-14
Category : Computers
ISBN : 9781315642796

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Computational Vision and Medical Image Processing V by Joao Tavares,R.M. Natal Jorge Pdf

VipIMAGE 2015 contains invited lectures and full papers presented at VIPIMAGE 2015 - V ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (Tenerife, Canary Islands, Spain, 19-21 October, 2015). International contributions from 19 countries provide a comprehensive coverage of the current state-of-the-art in the fields o

Computational Vision and Medical Image Processing

Joao Tavares,Renato Natal Jorge
Computational Vision and Medical Image Processing Book PDF

Author : Joao Tavares,Renato Natal Jorge
Publisher : Springer
Page : 349 pages
File Size : 47,7 Mb
Release : 2010-11-25
Category : Computers
ISBN : 9400700105

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Computational Vision and Medical Image Processing by Joao Tavares,Renato Natal Jorge Pdf

This book contains extended versions of papers presented at the international Conference VIPIMAGE 2009 – ECCOMAS Thematic Conference on Computational Vision and Medical Image, that was held at Faculdade de Engenharia da Universidade do Porto, Portugal, from 14th to 16th of October 2009. This conference was the second ECCOMAS thematic conference on computational vision and medical image processing. It covered topics related to image processing and analysis, medical imaging and computational modelling and simulation, considering their multidisciplinary nature. The book collects the state-of-the-art research, methods and new trends on the subject of computational vision and medical image processing contributing to the development of these knowledge areas.

VipIMAGE 2019

João Manuel R. S. Tavares,Renato Manuel Natal Jorge
VipIMAGE 2019 Book PDF

Author : João Manuel R. S. Tavares,Renato Manuel Natal Jorge
Publisher : Springer Nature
Page : 706 pages
File Size : 45,5 Mb
Release : 2019-09-27
Category : Medical
ISBN : 9783030320409

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VipIMAGE 2019 by João Manuel R. S. Tavares,Renato Manuel Natal Jorge Pdf

This book gathers full papers presented at the VipIMAGE 2019—VII ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing—held on October 16-18, 2019, in Porto, Portugal. It discusses cutting-edge methods, findings, and applications related to 3D vision, bio- and medical imaging, computer-aided diagnosis, image enhancement, image processing and analysis, virtual reality, and also describes in detail advanced image analysis techniques, such as image segmentation and feature selection, as well as statistical and geometrical modeling. The book provides both researchers and professionals with extensive and timely insights into advanced imaging techniques for various application purposes.

Computer Vision in Medical Imaging

Chi-hau Chen
Computer Vision in Medical Imaging Book PDF

Author : Chi-hau Chen
Publisher : World Scientific
Page : 410 pages
File Size : 50,7 Mb
Release : 2013-11-18
Category : Medical
ISBN : 9789814460941

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Computer Vision in Medical Imaging by Chi-hau Chen Pdf

The major progress in computer vision allows us to make extensive use of medical imaging data to provide us better diagnosis, treatment and predication of diseases. Computer vision can exploit texture, shape, contour and prior knowledge along with contextual information from image sequence and provide 3D and 4D information that helps with better human understanding. Many powerful tools have been available through image segmentation, machine learning, pattern classification, tracking, reconstruction to bring much needed quantitative information not easily available by trained human specialists. The aim of the book is for both medical imaging professionals to acquire and interpret the data, and computer vision professionals to provide enhanced medical information by using computer vision techniques. The final objective is to benefit the patients without adding to the already high medical costs.

Topics in Medical Image Processing and Computational Vision

Joao Manuel R.S. Tavares,Renato M. Natal Jorge
Topics in Medical Image Processing and Computational Vision Book PDF

Author : Joao Manuel R.S. Tavares,Renato M. Natal Jorge
Publisher : Springer Science & Business Media
Page : 312 pages
File Size : 45,8 Mb
Release : 2013-03-27
Category : Technology & Engineering
ISBN : 9789400707269

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Topics in Medical Image Processing and Computational Vision by Joao Manuel R.S. Tavares,Renato M. Natal Jorge Pdf

The sixteen chapters included in this book were written by invited experts of international recognition and address important issues in Medical Image Processing and Computational Vision, including: Object Recognition, Object Detection, Object Tracking, Pose Estimation, Facial Expression Recognition, Image Retrieval, Data Mining, Automatic Video Understanding and Management, Edges Detection, Image Segmentation, Modelling and Simulation, Medical thermography, Database Systems, Synthetic Aperture Radar and Satellite Imagery. Different applications are addressed and described throughout the book, comprising: Object Recognition and Tracking, Facial Expression Recognition, Image Database, Plant Disease Classification, Video Understanding and Management, Image Processing, Image Segmentation, Bio-structure Modelling and Simulation, Medical Imaging, Image Classification, Medical Diagnosis, Urban Areas Classification, Land Map Generation. The book brings together the current state-of-the-art in the various multi-disciplinary solutions for Medical Image Processing and Computational Vision, including research, techniques, applications and new trends contributing to the development of the related areas.

Computational Vision and Medical Image Processing IV

Joao Manuel RS Tavares,Jorge R.M. Natal
Computational Vision and Medical Image Processing IV Book PDF

Author : Joao Manuel RS Tavares,Jorge R.M. Natal
Publisher : CRC Press
Page : 452 pages
File Size : 55,7 Mb
Release : 2013-10-01
Category : Computers
ISBN : 9781138000810

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Computational Vision and Medical Image Processing IV by Joao Manuel RS Tavares,Jorge R.M. Natal Pdf

Computational Vision and Medical Image Processing. VIPIMAGE 2013 contains invited lectures and full papers presented at VIPIMAGE 2013 - IV ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (Funchal, Madeira Island, Portugal, 14-16 October 2013). International contributions from 16 countries provide a comprehensive coverage of the current state-of-the-art in the fields of: 3D Vision; Computational Bioimaging and Visualization; Computational Vision and Image Processing applied to Dental Medicine; Computational Vision; Computer Aided Diagnosis, Surgery, Therapy, and Treatment; Data Interpolation, Registration, Acquisition and Compression; Image Processing and Analysis; Image Segmentation; Imaging of Biological Flows; Medical Imaging; Physics of Medical Imaging; Shape Reconstruction; Signal Processing; Simulation and Modeling; Software Development for Image Processing and Analysis; Telemedicine Systems and their Applications; Trabecular Bone Characterization; Tracking and Analysis of Movement; Virtual Reality. Related techniques covered in this book include the level set method, finite element method, modal analyses, stochastic methods, principal and independent components analysis and distribution models. Computational Vision and Medical Image Processing. VIPIMAGE 2013 is useful to academics, researchers and professionals in Biomechanics, Biomedical Engineering, Computational Vision (image processing and analysis), Computer Sciences, Computational Mechanics and Medicine.

Computer Vision and Machine Intelligence in Medical Image Analysis

Mousumi Gupta,Debanjan Konar,Siddhartha Bhattacharyya,Sambhunath Biswas
Computer Vision and Machine Intelligence in Medical Image Analysis Book PDF

Author : Mousumi Gupta,Debanjan Konar,Siddhartha Bhattacharyya,Sambhunath Biswas
Publisher : Springer Nature
Page : 150 pages
File Size : 50,5 Mb
Release : 2019-08-28
Category : Technology & Engineering
ISBN : 9789811387982

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Computer Vision and Machine Intelligence in Medical Image Analysis by Mousumi Gupta,Debanjan Konar,Siddhartha Bhattacharyya,Sambhunath Biswas Pdf

This book includes high-quality papers presented at the Symposium 2019, organised by Sikkim Manipal Institute of Technology (SMIT), in Sikkim from 26–27 February 2019. It discusses common research problems and challenges in medical image analysis, such as deep learning methods. It also discusses how these theories can be applied to a broad range of application areas, including lung and chest x-ray, breast CAD, microscopy and pathology. The studies included mainly focus on the detection of events from biomedical signals.

Advancements in Computer Vision and Image Processing

Garcia-Rodriguez, Jose
Advancements in Computer Vision and Image Processing Book PDF

Author : Garcia-Rodriguez, Jose
Publisher : IGI Global
Page : 322 pages
File Size : 49,7 Mb
Release : 2018-04-06
Category : Computers
ISBN : 9781522556299

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Advancements in Computer Vision and Image Processing by Garcia-Rodriguez, Jose Pdf

Interest in computer vision and image processing has grown in recent years with the advancement of everyday technologies such as smartphones, computer games, and social robotics. These advancements have allowed for advanced algorithms that have improved the processing capabilities of these technologies. Advancements in Computer Vision and Image Processing is a critical scholarly resource that explores the impact of new technologies on computer vision and image processing methods in everyday life. Featuring coverage on a wide range of topics including 3D visual localization, cellular automata-based structures, and eye and face recognition, this book is geared toward academicians, technology professionals, engineers, students, and researchers seeking current research on the development of sophisticated algorithms to process images and videos in real time.

Deep Learning and Convolutional Neural Networks for Medical Image Computing

Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang
Deep Learning and Convolutional Neural Networks for Medical Image Computing Book PDF

Author : Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang
Publisher : Springer
Page : 326 pages
File Size : 41,9 Mb
Release : 2017-07-12
Category : Computers
ISBN : 9783319429991

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Deep Learning and Convolutional Neural Networks for Medical Image Computing by Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang Pdf

This book presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks, with the theory supported by practical examples. Features: highlights how the use of deep neural networks can address new questions and protocols, as well as improve upon existing challenges in medical image computing; discusses the insightful research experience of Dr. Ronald M. Summers; presents a comprehensive review of the latest research and literature; describes a range of different methods that make use of deep learning for object or landmark detection tasks in 2D and 3D medical imaging; examines a varied selection of techniques for semantic segmentation using deep learning principles in medical imaging; introduces a novel approach to interleaved text and image deep mining on a large-scale radiology image database.