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Deep Learning and Data Labeling for Medical Applications 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Gustavo Carneiro Diana Mateus Loïc Peter Andrew Bradley João Manuel R. S. Tavares Jaime S. Cardoso Vasileios Belagiannis João Paulo Papa Jacinto C. Nascimento Marco Loog Zhi Lu Julien Cornebise

ISBN: (数字)9783319469768

ISBN: (纸本)9783319469751

This book constitutes the refereed proceedings of two workshops held at the 19th International Conference on Medical Image Computing and computer-Assisted Intervention, MICCAI 2016, in Athens, Greece, in October 2016: the First workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 2016, and the Second International workshop on Deep Learning in Medical Image Analysis, DLMIA 2016. The 28 revised regular papers presented in this book were carefully reviewed and selected from a total of 52 submissions. The 7 papers selected for LABELS deal with topics from the following fields: crowd-sourcing methods; active learning; transfer learning; semi-supervised learning; and modeling of label *** 21 papers selected for DLMIA span a wide range of topics such as image description; medical imaging-based diagnosis; medical signal-based diagnosis; medical image reconstruction and model selection using deep learning techniques; meta-heuristic techniques for fine-tuning parameter in deep learning-based architectures; and applications based on deep learning techniques.

关键词： Image Processing and computer vision Pattern Recognition Artificial Intelligence computer Graphics Health Informatics

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New Trends in Image Analysis and Processing -- ICIAP 2015 workshops 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Vittorio Murino Diego Sona Enrico Puppo Marco Cristani Carlo Sansone

ISBN: (数字)9783319232225

ISBN: (纸本)9783319232218

This book constitutes the refereed proceedings of seven workshops held at the 18th International Conference on Image Analysis and Processing, ICIAP 2015, in Genoa, Italy, in September 2015: International workshop on Recent Advances in Digital Security: Biometrics and Forensics, BioFor 2015; International workshop on Color in Texture and Material Recognition, CTMR 2015; International workshop on Medical Imaging in Rheumatology: Advanced applications for the analysis of in ammation and damage in the rheumatoid Joint, RHEUMA 2015; International workshop on Image-based Smart City Application, ISCA 2015; International workshop on Multimedia Assisted Dietary Management, MADiMa 2015; International workshop on Scene Background modeling and initialization, SBMI 2015; and International workshop on Image and Video Processing for Quality of Multimedia Experience, QoEM 2015.

关键词： Pattern Recognition Artificial Intelligence Image Processing and computer vision computers and Society computer Graphics Information Systems Applications (incl. Internet)

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Breast Imaging 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Hiroshi Fujita Takeshi Hara Chisako Muramatsu

ISBN: (数字)9783319078878

ISBN: (纸本)9783319078861

This book constitutes the refereed proceedings of the 12th International workshop on Breast Imaging, IWDM 2014, held in Gifu City, Japan, in June/July 2014. The 24 revised full papers and 73 revised poster papers presented together with 6 invited talks were carefully reviewed and selected from 122 submissions. The papers are organized in topical sections on screening outcomes, ultrasound, breast density, imaging physics, CAD, tomosynthesis and ICT and image processing.

关键词： Image Processing and computer vision Imaging / Radiology Pattern Recognition computer Imaging, vision, Pattern Recognition and Graphics Simulation and modeling

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Combinatorial Image Analysis 1

引用

丛书名： Lecture Notes in computer Science

1000年

作者： Petra Wiederhold Reneta P. Barneva

ISBN: (数字)9783642102103

ISBN: (纸本)9783642102080

This volume constitutes the refereed proceedings of the 13th International workshop on Combinatorial Image Analysis, IWCIA 2009, held in Playa del Carmen, Mexico, in November 2009. The 32 revised full papers and one invited paper presented were carefully reviewed and selected from 70 initial submissions. The papers are organized in topical sections on digital geometry: curves, straightness, convexity, geometric transformations, metrics, distance transforms and skeletons, segmentation, thinning, skeletonization, image representation, processing, analysis, reconstruction and recognition, digital tomography, image models based on geometry, combinatorics, arithmetics, algebra, mathematical morphology, topology and grammars, as well as digital topology and its applications to image modeling and analysis.

关键词： Image Processing and computer vision Programming Techniques Theory of Computation Pattern Recognition computer Graphics Algorithm Analysis and Problem Complexity

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Algebraic Frames for the Perception-Action Cycle 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Gerald Sommer Yehoshua Y. Zeevi

ISBN: (数字)9783540452607

ISBN: (纸本)9783540410133

This volume presents the proceedings of the 2nd International workshop on - gebraic Frames for the Perception and Action Cycle. AFPAC 2000. held in Kiel, Germany, 10–11 September 2000. The presented topics cover new results in the conceptualization, design, and implementation of visual sensor-based robotics and autonomous systems. Special emphasis is placed on the role of algebraic modelling in the relevant disciplines, such as robotics, computer vision, theory of multidimensional signals, and neural computation. The aims of the workshop are twofold: ?rst, discussion of the impact of algebraic embedding of the task at hand on the emergence of new qualities of modelling and second, facing the strong relations between dominant geometric problems and algebraic modelling. The ?rst workshop in this series, AFPAC’97. inspired several groups to i- tiate new research programs, or to intensify ongoing research work in this ?eld, and the range of relevant topics was consequently broadened, The approach adopted by this workshop does not necessarily ?t the mainstream of worldwide research-granting policy. However, its search for fundamental problems in our ?eld may very well lead to new results in the relevant disciplines and contribute to their integration in studies of the perception–action cycle.

关键词： Image Processing and computer vision Artificial Intelligence computer Graphics Simulation and modeling Control, Robotics, Mechatronics

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Neural Information Processing 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Bao-Liang Lu Liqing Zhang James Kwok

ISBN: (数字)9783642249556

ISBN: (纸本)9783642249549

The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011.;The 262 regular session papers presented were carefully reviewed and selected from numerous submissions. The papers of part I are organized in topical sections on perception, emotion and development, bioinformatics, biologically inspired vision and recognition, bio-medical data analysis, brain signal processing, brain-computer interfaces, brain-like systems, brain-realistic models for learning, memory and embodied cognition, Clifford algebraic neural networks, combining multiple learners, computational advances in bioinformatics, and computational-intelligent human computer interaction. The second volume is structured in topical sections on cybersecurity and data mining workshop, data mining and knowledge doscovery, evolutionary design and optimisation, graphical models, human-originated data analysis and implementation, information retrieval, integrating multiple nature-inspired approaches, kernel methods and support vector machines, and learning and memory. The third volume contains all the contributions connected with multi-agent systems, natural language processing and intelligent Web information processing, neural encoding and decoding, neural network models, neuromorphic hardware and implementations, object recognition, visual perception modelling, and advances in computational intelligence methods based pattern recognition.

关键词： Computation by Abstract Devices Artificial Intelligence Pattern Recognition Data Mining and Knowledge Discovery Simulation and modeling Image Processing and computer vision

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Neural Information Processing 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Bao-Liang Lu Liqing Zhang James Kwok

ISBN: (数字)9783642249655

ISBN: (纸本)9783642249648

The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011.;The 262 regular session papers presented were carefully reviewed and selected from numerous submissions.;The papers of part I are organized in topical sections on perception, emotion and development, bioinformatics, biologically inspired vision and recognition, bio-medical data analysis, brain signal processing, brain-computer interfaces, brain-like systems, brain-realistic models for learning, memory and embodied cognition, Clifford algebraic neural networks, combining multiple learners, computational advances in bioinformatics, and computational-intelligent human computer interaction.;The second volume is structured in topical sections on cybersecurity and data mining workshop, data mining and knowledge doscovery, evolutionary design and optimisation, graphical models, human-originated data analysis and implementation, information retrieval, integrating multiple nature-inspired approaches, kernel methods and support vector machines, and learning and memory.;The third volume contains all the contributions connected with multi-agent systems, natural language processing and intelligent Web information processing, neural encoding and decoding, neural network models, neuromorphic hardware and implementations, object recognition, visual perception modelling, and advances in computational intelligence methods based pattern recognition.

关键词： Computation by Abstract Devices Artificial Intelligence Pattern Recognition Data Mining and Knowledge Discovery Simulation and modeling Image Processing and computer vision

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Motion in Games 1

引用

丛书名： Lecture Notes in computer Science

1000年

作者： Jan M. Allbeck Petros Faloutsos

ISBN: (数字)9783642250903

ISBN: (纸本)9783642250897

This book constitutes the proceedings of the 4th International workshop on Motion in Games, held in Edinburgh, UK, in November 2011. The 30 revised full papers presented together with 8 revised poster papers in this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on character animation, motion synthesis, physically-based character motion, behavior animation, animation systems, crowd simulation, as well as path planning and navigation.

关键词： computer Imaging, vision, Pattern Recognition and Graphics Information Systems Applications (incl. Internet) Artificial Intelligence User Interfaces and Human computer Interaction Simulation and modeling Algorithm Analysis and Problem Complexity

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computer vision — ACCV'98 1

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丛书名： Lecture Notes in computer Science

1000年

ISBN: (数字)9783540696704

ISBN: (纸本)9783540639312

These two volumes constitute the refereed proceedings of the Third Asian Conference on computer vision, ACCV'98, held in Hong Kong, China, in January 1998. The volumes present together a total of 58 revised full papers and 112 revised posters selected from over 300 submissions. The papers are organized in topical sections on biometry, physics-based vision, color vision, robot vision and navigation, OCR and applications, low-level processing, active vision, face and hand posture recognition, segmentation and grouping, computer vision and virtual reality, motion analysis, and object recognition and modeling.

关键词： Image Processing and computer vision computer Graphics Pattern Recognition Artificial Intelligence Visualization

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Neural Information Processing 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Bao-Liang Lu Liqing Zhang James Kwok

ISBN: (数字)9783642249587

ISBN: (纸本)9783642249570

The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011.;The 262 regular session papers presented were carefully reviewed and selected from numerous submissions.;The papers of part I are organized in topical sections on perception, emotion and development, bioinformatics, biologically inspired vision and recognition, bio-medical data analysis, brain signal processing, brain-computer interfaces, brain-like systems, brain-realistic models for learning, memory and embodied cognition, Clifford algebraic neural networks, combining multiple learners, computational advances in bioinformatics, and computational-intelligent human computer interaction.;The second volume is structured in topical sections on cybersecurity and data mining workshop, data mining and knowledge doscovery, evolutionary design and optimisation, graphical models, human-originated data analysis and implementation, information retrieval, integrating multiple nature-inspired approaches, Kernel methods and support vector machines, and learning and memory.;The third volume contains all the contributions connected with multi-agent systems, natural language processing and intelligent Web information processing, neural encoding and decoding, neural network models, neuromorphic hardware and implementations, object recognition, visual perception modelling, and advances in computational intelligence methods based pattern recognition.

关键词： Computation by Abstract Devices Artificial Intelligence Pattern Recognition Data Mining and Knowledge Discovery Simulation and modeling Image Processing and computer vision

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