Choose an application
Respiratory and cardiac motion leads to image degradation in Positron Emission Tomography (PET), which impairs quantification. In this book, the authors present approaches to motion estimation and motion correction in thoracic PET. The approaches for motion estimation are based on dual gating and mass-preserving image registration (VAMPIRE) and mass-preserving optical flow (MPOF). With mass-preservation, image intensity modulations caused by highly non-rigid cardiac motion are accounted for. Within the image registration framework different data terms, different variants of regularization and parametric and non-parametric motion models are examined. Within the optical flow framework, different data terms and further non-quadratic penalization are also discussed. The approaches for motion correction particularly focus on pipelines in dual gated PET. A quantitative evaluation of the proposed approaches is performed on software phantom data with accompanied ground-truth motion information. Further, clinical applicability is shown on patient data. The book concludes with an outlook of recent developments and potential future advances in the field of PET motion correction.
Computer Science. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Imaging / Radiology. --- Signal, Image and Speech Processing. --- Computer science. --- Radiology, Medical. --- Computer vision. --- Informatique --- Vision par ordinateur --- Engineering & Applied Sciences --- Electrical & Computer Engineering --- Electrical Engineering --- Technology - General --- Applied Physics --- Tomography, Emission. --- Computerized emission tomography --- Emission tomography --- PET (Tomography) --- PET-CT (Tomography) --- Positron emission tomography --- Positron emission transaxial tomography --- Radionuclide tomography --- Scintigraphy, Tomographic --- Tomography, Radionuclide --- Radiology. --- Computer graphics. --- Diagnosis --- Diagnostic imaging --- Positrons --- Radioisotope scanning --- Data processing --- Emission --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Optical data processing. --- Signal processing. --- Image processing. --- Speech processing systems. --- 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) --- Radiological physics --- Physics --- Radiation --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
Choose an application
This book constitutes the refereed proceedings of the International Workshop on Depth Image Analysis, held in conjunction with ICPR 2012 in Japan in November 2012. The 16 revised full papers presented at the workshop were carefully reviewed and selected from 27 submissions and are complemented with 3 invited papers that were also peer-reviewed. The papers are organized in topical sections on acquisition and modeling of depth data, processing and analysis of depth data, applications, and ICPR contest.
Engineering & Applied Sciences --- Electrical & Computer Engineering --- Electrical Engineering --- Computer Science --- Computer science. --- Artificial intelligence. --- Computer graphics. --- Image processing. --- Pattern recognition. --- Computer Science. --- Pattern Recognition. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Artificial Intelligence (incl. Robotics). --- Image Processing and Computer Vision. --- Computer Science, general. --- Image analysis --- Optical pattern recognition. --- Computer vision. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Informatics --- Science --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Optical equipment
Choose an application
This book constitutes the refereed proceedings of the 9th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2013, held in Vienna, Austria, in May 2013. The 24 papers presented in this volume were carefully reviewed and selected from 27 submissions. They are organized in topical sections named: finding subregions in graphs; graph matching; classification; graph kernels; properties of graphs; topology; graph representations, segmentation and shape; and search in graphs.
Computer science. --- Data structures (Computer science). --- Computational complexity. --- Computer vision. --- Computer graphics. --- Optical pattern recognition. --- Computer Science. --- Pattern Recognition. --- Image Processing and Computer Vision. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Computer Graphics. --- Discrete Mathematics in Computer Science. --- Data Structures. --- Engineering & Applied Sciences --- Electrical & Computer Engineering --- Computer Science --- Electrical Engineering --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Machine vision --- Vision, Computer --- Complexity, Computational --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- Informatics --- Computer science --- Image processing. --- Pattern recognition. --- Mathematics. --- Pattern recognition systems --- Graph theory --- Data structures (Computer scienc. --- Data structures (Computer science) --- Electronic data processing --- Machine theory --- Computer art --- Graphic arts --- Engineering graphics --- Image processing --- Artificial intelligence --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- File organization (Computer science) --- Abstract data types (Computer science) --- Digital techniques --- Optical data processing. --- Computer science—Mathematics. --- Optical computing --- Visual data processing --- Bionics --- Integrated optics --- Photonics --- Computers --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Optical equipment
Choose an application
This book presents essential new insights in research and applications concerning spatial information technologies and coastal disaster prevention modeling for oceanic and coastal regions. As a new research domain of Digital Earth, it covers the latest scientific and technical advances, from the acquisition and integration of observational data, ocean spatio-temporal analysis and coastal flood forecasting to frequency modeling and the development of technical platforms. The individual chapters will be of interest to specialists in oceanic and coastal monitoring and management who deal with aspects of data integration, sharing, visualization, and spatio-temporal analysis from a Digital Earth perspective. .
Coasts. --- Coastal Sciences. --- Natural Hazards. --- Simulation and Modeling. --- Coastal landforms --- Coastal zones --- Oceans --- Sea, The --- Earth sciences. --- Oceanography. --- Natural disasters. --- Computer simulation. --- Geographical information systems. --- Earth Sciences. --- Geographical Information Systems/Cartography. --- Ocean --- Coasts --- Earth sciences --- Data processing. --- Coastlines --- Landforms --- Seashore --- Bodies of water --- Oceanography --- Geology. --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Oceanography, Physical --- Oceanology --- Physical oceanography --- Thalassography --- Marine sciences --- Geognosy --- Geoscience --- Natural history --- Geographical information systems --- GIS (Information systems) --- Information storage and retrieval systems --- Geography --- Natural calamities --- Disasters
Choose an application
This book constitutes the refereed proceedings of the 8th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2011, held in Münster, Germany, in May 2011. The 34 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on graph-based representation and characterization, graph matching, classification, and querying, graph-based learning, graph-based segmentation, and applications.
Discrete mathematics --- Mathematical statistics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- beeldverwerking --- factoranalyse --- discrete wiskunde --- grafische vormgeving --- informatica --- KI (kunstmatige intelligentie) --- robots
Choose an application
This volume contains the papers presented at the International Workshop on Intelligent Computing in Pattern Analysis/Synthesis (IWICPAS 2006), which was organized as a satellite workshop of the 18th International Conference on PatternRecognition (ICPR 2006)in Hong Kong.This workshopbrings together researchersandengineersfrom the ?eld of patternanalysis/synthesisaroundthe world. It is an international forum for identifying, encouraging and exchanging new ideas on di?erent topics of pattern analysis/synthesis as well as prom- ing novel applications in an attempt to extend the frontiers of this fascinating research ?eld. IWICPAS 2006 attracted a record number of 264 paper submissions from 20 di?erent countries. Out of these, 51 papers were accepted by the Program Committeeforpublicationinthisvolume.Thepapersinthisvolumecovertopics including:objectdetection,trackingandrecognition,patternrepresentationand modeling, visual pattern modeling, image processing, compression and coding and texture analysis/synthesis. TheorganizationofIWICPAS 2006bene?ted fromthe collaborationofmany individuals. Foremost, we express our appreciation to the Program Committee members and the additional reviewers who provided thorough and timely - views. We thank Xuelong Li for his technical assistance with publication of a specialissueoftheInternational Journalof Computer Mathematics (IJCM,T- lor & Francis). Finally, we thank the members of the IWICPAS 2006 Executive Committee for all their e?orts in making IWICPAS 2006 a successful workshop. It wouldhavebeenimpossibleto organizethe workshopwithout the?nancial support of the National Natural Science Foundation of China. In addition, the technical support of Xi'an Jiaotong University is gratefully acknowledged.
Complex analysis --- Mathematical statistics --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- beeldverwerking --- factoranalyse --- complexe analyse (wiskunde) --- image processing --- grafische vormgeving --- KI (kunstmatige intelligentie) --- robots
Choose an application
Choose an application
Choose an application
This book constitutes the refereed proceedings of the 9th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2013, held in Vienna, Austria, in May 2013. The 24 papers presented in this volume were carefully reviewed and selected from 27 submissions. They are organized in topical sections named: finding subregions in graphs; graph matching; classification; graph kernels; properties of graphs; topology; graph representations, segmentation and shape; and search in graphs.
Discrete mathematics --- Mathematical statistics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- patroonherkenning --- beeldverwerking --- factoranalyse --- complexiteit --- discrete wiskunde --- computers --- grafische vormgeving --- informatica --- database management --- programmatielogica --- KI (kunstmatige intelligentie) --- computerkunde --- optica
Choose an application
This book constitutes the refereed proceedings of the International Workshop on Depth Image Analysis, held in conjunction with ICPR 2012 in Japan in November 2012. The 16 revised full papers presented at the workshop were carefully reviewed and selected from 27 submissions and are complemented with 3 invited papers that were also peer-reviewed. The papers are organized in topical sections on acquisition and modeling of depth data, processing and analysis of depth data, applications, and ICPR contest.
Mathematical statistics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- patroonherkenning --- beeldverwerking --- beeldanalyse --- factoranalyse --- computers --- grafische vormgeving --- informatica --- KI (kunstmatige intelligentie) --- computerkunde --- robots --- optica