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This book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification, and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice. This volume treats topics such as, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms. This work will be of interest to researchers, students, and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.  .

Diagnostic imaging -- Data processing. --- Diagnostic imaging. --- Diagnostic imaging --- Investigative Techniques --- Computing Methodologies --- Diagnostic Techniques and Procedures --- Diagnosis, Computer-Assisted --- Information Science --- Diagnosis --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Decision Making, Computer-Assisted --- Medical Informatics Applications --- Medical Informatics --- Image Processing, Computer-Assisted --- Image Interpretation, Computer-Assisted --- Pattern Recognition, Automated --- Diagnostic Imaging --- Methods --- Medicine --- Health & Biological Sciences --- Biomedical Engineering --- Radiology, MRI, Ultrasonography & Medical Physics --- Data processing. --- Digital techniques. --- Digital diagnostic imaging --- Clinical imaging --- Imaging, Diagnostic --- Medical diagnostic imaging --- Medical imaging --- Noninvasive medical imaging --- Biomedical engineering. --- Computer vision. --- Radiology, Medical. --- Biomedical Engineering. --- Image Processing and Computer Vision. --- Imaging / Radiology. --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Digital electronics --- Diagnosis, Noninvasive --- Imaging systems in medicine --- Biomedical Engineering and Bioengineering. --- Optical data processing. --- Radiology. --- Radiological physics --- Physics --- Radiation --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment

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This book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification, and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice. This volume treats topics such as, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms. This work will be of interest to researchers, students, and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.  .

Human biochemistry --- Physical methods for diagnosis --- Applied physical engineering --- Computer. Automation --- computervisie --- patroonherkenning --- beeldverwerking --- beeldanalyse --- klinische chemie --- medische biochemie --- machine learning --- biochemie --- pneumologie --- radiologie --- medische beeldvorming --- ingenieurswetenschappen

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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.

Engineering. --- Biomedical Engineering. --- Imaging / Radiology. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Biomedicine general. --- Applications of Mathematics. --- Medicine. --- Radiology, Medical. --- Computer vision. --- Mathematics. --- Biomedical engineering. --- Ingénierie --- Médecine --- Vision par ordinateur --- Mathématiques --- Génie biomédical --- Computing Methodologies --- Informatics --- Diagnosis, Computer-Assisted --- Information Science --- Diagnostic Imaging --- Diagnostic Techniques and Procedures --- Decision Making, Computer-Assisted --- Diagnosis --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Medical Informatics Applications --- Image Processing, Computer-Assisted --- Image Interpretation, Computer-Assisted --- Medical Informatics --- Health & Biological Sciences --- Biomedical Engineering --- Diagnostic imaging --- Digital techniques. --- Machine vision --- Vision, Computer --- Digital diagnostic imaging --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Digital electronics --- Biomedical Engineering and Bioengineering. --- Math --- Science --- Clinical sciences --- Medical profession --- Human biology --- Life sciences --- Medical sciences --- Pathology --- Physicians --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Medicine --- Radiology. --- Optical data processing. --- Applied mathematics. --- Engineering mathematics. --- Biomedicine, general. --- Health Workforce --- Engineering analysis --- Mathematical analysis --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Radiological physics --- Physics --- Radiation --- Mathematics --- Optical equipment

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This book gathers papers presented at the VipIMAGE 2017-VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing. It highlights invited lecturers and full papers presented at the conference, which was held in Porto, Portugal, on October 18–20, 2017. These international contributions provide comprehensive coverage on the state-of-the-art in the following fields: 3D Vision, Computational Bio-Imaging and Visualization, Computational Vision, Computer Aided Diagnosis, Surgery, Therapy and Treatment, Data Interpolation, Registration, Acquisition and Compression, Industrial Inspection, Image Enhancement, Image Processing and Analysis, Image Segmentation, Medical Imaging, Medical Rehabilitation, Physics of Medical Imaging, Shape Reconstruction, Signal Processing, Simulation and Modelling, Software Development for Image Processing and Analysis, Telemedicine Systems and their Applications, Tracking and Analysis of Movement, and Deformation and Virtual Reality. In addition, it explores a broad range of related techniques, methods and applications, including: trainable filters, bilateral filtering, statistical, geometrical and physical modelling, fuzzy morphology, region growing, grabcut, variational methods, snakes, the level set method, finite element method, wavelet transform, multi-objective optimization, scale invariant feature transform, Laws’ texture-energy measures, expectation maximization, the Markov random fields bootstrap, feature extraction and classification, support vector machines, random forests, decision trees, deep learning, and stereo vision. Given its breadth of coverage, the book offers a valuable resource for academics, researchers and professionals in Biomechanics, Biomedical Engineering, Computational Vision (image processing and analysis), Computer Sciences, Computational Mechanics, Signal Processing, Medicine and Rehabilitation.

Engineering. --- Computer simulation. --- Image processing. --- Computer mathematics. --- Signal, Image and Speech Processing. --- Image Processing and Computer Vision. --- Computational Science and Engineering. --- Simulation and Modeling. --- Computer vision. --- Computer science. --- Diagnostic imaging --- Imaging systems in medicine --- Image processing --- Digital techniques --- Clinical imaging --- Imaging, Diagnostic --- Medical diagnostic imaging --- Medical imaging --- Noninvasive medical imaging --- Diagnosis, Noninvasive --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Informatics --- Science --- Signal processing. --- Speech processing systems. --- Optical data processing. --- Computer mathematics --- Electronic data processing --- Mathematics --- Optical computing --- Visual data processing --- Bionics --- Integrated optics --- Photonics --- Computers --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Optical equipment

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This book gathers selected, extended and revised contributions to the 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE2018), and the 3rd Conference on Imaging and Visualization, which took place on 26-29 March, 2018, in Lisbon, Portugal. The respective chapters highlight cutting-edge methods, e.g. new algorithms, image analysis techniques, and multibody modeling methods; and new findings obtained by applying them in biological and/or medical contexts. Original numerical studies, Monte Carlo simulations, FEM analyses and reaction-diffusion models are described in detail, together with intriguing new applications. The book offers a timely source of information for biologists, engineers, applied mathematicians and clinical researchers working on multidisciplinary projects, and is also intended to foster closer collaboration between these groups.

Biomechanics. --- Biomedical engineering. --- Computer vision. --- Computer simulation. --- Radiology, Medical. --- Computer science. --- Biomedical Engineering/Biotechnology. --- Biomedical Engineering and Bioengineering. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Simulation and Modeling. --- Imaging / Radiology. --- Computational Science and Engineering. --- Informatics --- Science --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Medicine --- Optical data processing. --- Radiology. --- Computer mathematics. --- Computer mathematics --- Electronic data processing --- Mathematics --- Radiological physics --- Physics --- Radiation --- Optical computing --- Visual data processing --- Bionics --- Integrated optics --- Photonics --- Computers --- Optical equipment