Distance Metric Between 3d Models And 2d Images For Recognition And Classification

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The Dissimilarity Representation for Pattern Recognition

Author : El?bieta P?kalska
Publisher : World Scientific
ISBN 13 : 9812565302
Total Pages : 634 pages
Book Rating : 4.8/5 (125 download)

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Book Synopsis The Dissimilarity Representation for Pattern Recognition by : El?bieta P?kalska

Download or read book The Dissimilarity Representation for Pattern Recognition written by El?bieta P?kalska and published by World Scientific. This book was released on 2005 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a fundamentally new approach to pattern recognition in which objects are characterized by relations to other objects instead of by using features or models. This 'dissimilarity representation' bridges the gap between the traditionally opposing approaches of statistical and structural pattern recognition.Physical phenomena, objects and events in the world are related in various and often complex ways. Such relations are usually modeled in the form of graphs or diagrams. While this is useful for communication between experts, such representation is difficult to combine and integrate by machine learning procedures. However, if the relations are captured by sets of dissimilarities, general data analysis procedures may be applied for analysis.With their detailed description of an unprecedented approach absent from traditional textbooks, the authors have crafted an essential book for every researcher and systems designer studying or developing pattern recognition systems.

Applications of Invariance in Computer Vision

Author : Joseph L. Mundy
Publisher : Springer Science & Business Media
ISBN 13 : 9783540582403
Total Pages : 536 pages
Book Rating : 4.5/5 (824 download)

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Book Synopsis Applications of Invariance in Computer Vision by : Joseph L. Mundy

Download or read book Applications of Invariance in Computer Vision written by Joseph L. Mundy and published by Springer Science & Business Media. This book was released on 1994-07-20 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the proceedings of the Second Joint European-US Workshop on Applications of Invariance to Computer Vision, held at Ponta Delgada, Azores, Portugal in October 1993. The book contains 25 carefully refereed papers by distinguished researchers. The papers cover all relevant foundational aspects of geometric and algebraic invariance as well as applications to computer vision, particularly to recovery and reconstruction, object recognition, scene analysis, robotic navigation, and statistical analysis. In total, the collection of papers, together with an introductory survey by the editors, impressively documents that geometry, in its different variants, is the most successful and ubiquitous tool in computer vision.

Advances in Intelligent Computing

Author : De-Shuang Huang
Publisher : Springer Science & Business Media
ISBN 13 : 3540282262
Total Pages : 1127 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Advances in Intelligent Computing by : De-Shuang Huang

Download or read book Advances in Intelligent Computing written by De-Shuang Huang and published by Springer Science & Business Media. This book was released on 2005-08-11 with total page 1127 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 3644 and LNCS 3645 constitute the refereed proceedings of the International Conference on Intelligent Computing, ICIC 2005, held in Hefei, China, in August 2005. The program committee selected 215 carefully revised full papers for presentation in two volumes from over 2000 submissions, based on rigorous peer reviews. The first volume includes all the contributions related with perceptual and pattern recognition, informatics theories and applications computational neuroscience and bioscience, models and methods, and learning systems. The second volume collects the papers related with genomics and proteomics, adaptation and decision making, applications and hardware, and other applications.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 700 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Theoretical Foundations of Computer Vision

Author : Walter Kropatsch
Publisher : Springer Science & Business Media
ISBN 13 : 3709165865
Total Pages : 260 pages
Book Rating : 4.7/5 (91 download)

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Book Synopsis Theoretical Foundations of Computer Vision by : Walter Kropatsch

Download or read book Theoretical Foundations of Computer Vision written by Walter Kropatsch and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Vision is a rapidly growing field of research investigating computational and algorithmic issues associated with image acquisition, processing, and understanding. It serves tasks like manipulation, recognition, mobility, and communication in diverse application areas such as manufacturing, robotics, medicine, security and virtual reality. This volume contains a selection of papers devoted to theoretical foundations of computer vision covering a broad range of fields, e.g. motion analysis, discrete geometry, computational aspects of vision processes, models, morphology, invariance, image compression, 3D reconstruction of shape. Several issues have been identified to be of essential interest to the community: non-linear operators; the transition between continuous to discrete representations; a new calculus of non-orthogonal partially dependent systems.

Computer Vision Beyond the Visible Spectrum

Author : Bir Bhanu
Publisher : Springer Science & Business Media
ISBN 13 : 1846280656
Total Pages : 322 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Computer Vision Beyond the Visible Spectrum by : Bir Bhanu

Download or read book Computer Vision Beyond the Visible Spectrum written by Bir Bhanu and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, there has been a dramatic increase in the use of sensors in the non-visible bands. As a result, there is a need for existing computer vision methods and algorithms to be adapted for use with non-visible sensors, or for the development of completely new methods and systems. Computer Vision Beyond the Visible Spectrum is the first book to bring together state-of-the-art work in this area. It presents new & pioneering research across the electromagnetic spectrum in the military, commercial, and medical domains. By providing a detailed examination of each of these areas, it focuses on the development of state-of-the-art algorithms and looks at how they can be used to solve existing & new challenges within computer vision. Essential reading for academics & industrial researchers working in the area of computer vision, image processing, and medical imaging, it will also be useful background reading for advanced undergraduate & postgraduate students.

Proceedings

Author :
Publisher :
ISBN 13 :
Total Pages : 832 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Proceedings by :

Download or read book Proceedings written by and published by . This book was released on 1993 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The New Cognitive Neurosciences

Author : Michael S. Gazzaniga
Publisher : MIT Press
ISBN 13 : 9780262071956
Total Pages : 1468 pages
Book Rating : 4.0/5 (719 download)

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Book Synopsis The New Cognitive Neurosciences by : Michael S. Gazzaniga

Download or read book The New Cognitive Neurosciences written by Michael S. Gazzaniga and published by MIT Press. This book was released on 2000 with total page 1468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition reflects the many advances that have taken place in this field, particularly in imaging and recording techniques. The majority of the chapters in this edition of "The Cognitive Neurosciences" are new, and those from the first edition have been rewritten and updated.

Human Behavior Learning and Transfer

Author : Yangsheng Xu
Publisher : CRC Press
ISBN 13 : 9780849377839
Total Pages : 360 pages
Book Rating : 4.3/5 (778 download)

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Book Synopsis Human Behavior Learning and Transfer by : Yangsheng Xu

Download or read book Human Behavior Learning and Transfer written by Yangsheng Xu and published by CRC Press. This book was released on 2005-09-06 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bridging the gap between human-computer engineering and control engineering, Human Behavior Learning and Transfer delineates how to abstract human action and reaction skills into computational models. The authors include methods for modeling a variety of human action and reaction behaviors and explore processes for evaluating, optimizing, and transferring human skills. They also cover modeling continuous and discontinuous human control strategy and discuss simulation studies and practical real-life situations. The book examines how to model two main aspects of human behavior: reaction skills and action skills. It begins with a discussion of the various topics involved in human reaction skills modeling. The authors apply machine learning techniques and statistical analysis to abstracting models of human reaction control strategy. They contend that such models can be learned sufficiently to emulate complex human control behaviors in the feedback loop. The second half of the book explores issues related to human action skills modeling. The methods presented are based on techniques for reducing the dimensionality of data sets, while preserving as much useful information as possible. The modeling approaches developed are applied in real-life applications including navigation of smart wheel chairs and intelligent surveillance. Written in a consistent, easily approachable style, the book includes in-depth discussions of a broad range of topics. It provides the tools required to formalize human behaviors into algorithmic, machine-coded strategies.

Representations and Techniques for 3D Object Recognition and Scene Interpretation

Author : Derek Hoiem
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608457281
Total Pages : 172 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Representations and Techniques for 3D Object Recognition and Scene Interpretation by : Derek Hoiem

Download or read book Representations and Techniques for 3D Object Recognition and Scene Interpretation written by Derek Hoiem and published by Morgan & Claypool Publishers. This book was released on 2011 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the grand challenges of artificial intelligence is to enable computers to interpret 3D scenes and objects from imagery. This book organizes and introduces major concepts in 3D scene and object representation and inference from still images, with a focus on recent efforts to fuse models of geometry and perspective with statistical machine learning. The book is organized into three sections: (1) Interpretation of Physical Space; (2) Recognition of 3D Objects; and (3) Integrated 3D Scene Interpretation. The first discusses representations of spatial layout and techniques to interpret physical scenes from images. The second section introduces representations for 3D object categories that account for the intrinsically 3D nature of objects and provide robustness to change in viewpoints. The third section discusses strategies to unite inference of scene geometry and object pose and identity into a coherent scene interpretation. Each section broadly surveys important ideas from cognitive science and artificial intelligence research, organizes and discusses key concepts and techniques from recent work in computer vision, and describes a few sample approaches in detail. Newcomers to computer vision will benefit from introductions to basic concepts, such as single-view geometry and image classification, while experts and novices alike may find inspiration from the book's organization and discussion of the most recent ideas in 3D scene understanding and 3D object recognition. Specific topics include: mathematics of perspective geometry; visual elements of the physical scene, structural 3D scene representations; techniques and features for image and region categorization; historical perspective, computational models, and datasets and machine learning techniques for 3D object recognition; inferences of geometrical attributes of objects, such as size and pose; and probabilistic and feature-passing approaches for contextual reasoning about 3D objects and scenes. Table of Contents: Background on 3D Scene Models / Single-view Geometry / Modeling the Physical Scene / Categorizing Images and Regions / Examples of 3D Scene Interpretation / Background on 3D Recognition / Modeling 3D Objects / Recognizing and Understanding 3D Objects / Examples of 2D 1/2 Layout Models / Reasoning about Objects and Scenes / Cascades of Classifiers / Conclusion and Future Directions

Intelligent Problem Solving. Methodologies and Approaches

Author : Rasiah Logananthara
Publisher : Springer
ISBN 13 : 3540450491
Total Pages : 785 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Intelligent Problem Solving. Methodologies and Approaches by : Rasiah Logananthara

Download or read book Intelligent Problem Solving. Methodologies and Approaches written by Rasiah Logananthara and published by Springer. This book was released on 2003-07-31 with total page 785 pages. Available in PDF, EPUB and Kindle. Book excerpt: The focus of the papers presented in these proceedings is on employing various methodologies and approaches for solving real-life problems. Although the mechanisms that the human brain employs to solve problems are not yet completely known, we do have good insight into the functional processing performed by the human mind. On the basis of the understanding of these natural processes, scientists in the field of applied intelligence have developed multiple types of artificial processes, and have employed them successfully in solving real-life problems. The types of approaches used to solve problems are dependant on both the nature of the problem and the expected outcome. While knowledge-based systems are useful for solving problems in well-understood domains with relatively stable environments, the approach may fail when the domain knowledge is either not very well understood or changing rapidly. The techniques of data discovery through data mining will help to alleviate some problems faced by knowledge-based approaches to solving problems in such domains. Research and development in the area of artificial intelligence are influenced by opportunity, needs, and the availability of resources. The rapid advancement of Internet technology and the trend of increasing bandwidths provide an opportunity and a need for intelligent information processing, thus creating an excellent opportunity for agent-based computations and learning. Over 40% of the papers appearing in the conference proceedings focus on the area of machine learning and intelligent agents - clear evidence of growing interest in this area.

Representations, Analysis and Recognition of Shape and Motion from Imaging Data

Author : Liming Chen
Publisher : Springer
ISBN 13 : 3030198162
Total Pages : 227 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Representations, Analysis and Recognition of Shape and Motion from Imaging Data by : Liming Chen

Download or read book Representations, Analysis and Recognition of Shape and Motion from Imaging Data written by Liming Chen and published by Springer. This book was released on 2019-05-04 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Workshop on Representations, Analysis and Recognition of Shape and Motion from Imaging Data, RFMI 2017, held in Savoi, France, in December 2017. The 8 revised full papers and 9 revised short papers presented were carefully reviewed and selected from 23 submissions. The papers are organized in topical sections on analyzing motion data; deep learning on image and shape data; 2D and 3D pattern classification; watermarking, segmentation and deformations.

New Trends in Computational Collective Intelligence

Author : David Camacho
Publisher : Springer
ISBN 13 : 3319107747
Total Pages : 210 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis New Trends in Computational Collective Intelligence by : David Camacho

Download or read book New Trends in Computational Collective Intelligence written by David Camacho and published by Springer. This book was released on 2014-09-10 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques. Computational Collective Intelligence methods and algorithms are one the current trending research topics from areas related to Artificial Intelligence, Soft Computing or Data Mining among others. Computational Collective Intelligence is a rapidly growing field that is most often understood as an AI sub-field dealing with soft computing methods which enable making group decisions and processing knowledge among autonomous units acting in distributed environments. Web-based Systems, Social Networks, and Multi-Agent Systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. The chapters included in this volume cover a selection of topics and new trends in several domains related to Collective Computational Intelligence: Language and Knowledge Processing, Data Mining Methods and Applications, Computer Vision, and Intelligent Computational Methods. This book will be useful for graduate and PhD students in computer science as well as for mature academics, researchers and practitioners interested in the methods and applications of collective computational intelligence in order to create new intelligent systems.

Statistics and Analysis of Shapes

Author : Hamid Krim
Publisher : Birkhäuser
ISBN 13 :
Total Pages : 416 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Statistics and Analysis of Shapes by : Hamid Krim

Download or read book Statistics and Analysis of Shapes written by Hamid Krim and published by Birkhäuser. This book was released on 2006-05-03 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The subject of pattern analysis and recognition pervades many aspects of our daily lives, including user authentication in banking and the omnipresent surveillance and security measures around sensitive areas. This work is a comprehensive treatment of theory, methods, and algorithms.

Image and Signal Processing for Networked eHealth Applications

Author : Ilias Maglogiannis
Publisher : Springer Nature
ISBN 13 : 3031016092
Total Pages : 95 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Image and Signal Processing for Networked eHealth Applications by : Ilias Maglogiannis

Download or read book Image and Signal Processing for Networked eHealth Applications written by Ilias Maglogiannis and published by Springer Nature. This book was released on 2022-06-01 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-health is closely related with networks and telecommunications when dealing with applications of collecting or transferring medical data from distant locations for performing remote medical collaborations and diagnosis. In this book we provide an overview of the fields of image and signal processing for networked and distributed e-health applications and their supporting technologies. The book is structured in 10 chapters, starting the discussion from the lower end, that of acquisition and processing of biosignals and medical images and ending in complex virtual reality systems and techniques providing more intuitive interaction in a networked medical environment. The book also discusses networked clinical decision support systems and corresponding medical standards, WWW-based applications, medical collaborative platforms, wireless networking, and the concepts of ambient intelligence and pervasive computing in electronic healthcare systems.

Fast Object Recognition by Selectively Examining Hypotheses

Author : Clark Francis Olson
Publisher :
ISBN 13 :
Total Pages : 304 pages
Book Rating : 4.:/5 (33 download)

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Book Synopsis Fast Object Recognition by Selectively Examining Hypotheses by : Clark Francis Olson

Download or read book Fast Object Recognition by Selectively Examining Hypotheses written by Clark Francis Olson and published by . This book was released on 1994 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Biometrics

Author : N. V. Boulgouris
Publisher : John Wiley & Sons
ISBN 13 : 0470522348
Total Pages : 763 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Biometrics by : N. V. Boulgouris

Download or read book Biometrics written by N. V. Boulgouris and published by John Wiley & Sons. This book was released on 2009-10-29 with total page 763 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited by a panel of experts, this book fills a gap in the existing literature by comprehensively covering system, processing, and application aspects of biometrics, based on a wide variety of biometric traits. The book provides an extensive survey of biometrics theory, methods,and applications, making it an indispensable source of information for researchers, security experts, policy makers, engineers, practitioners, and graduate students. The book's wide and in-depth coverage of biometrics enables readers to build a strong, fundamental understanding of theory and methods, and provides a foundation for solutions to many of today’s most interesting and challenging biometric problems. Biometric traits covered: Face, Fingerprint, Iris, Gait, Hand Geometry, Signature, Electrocardiogram (ECG), Electroencephalogram (EEG), physiological biometrics. Theory, Methods and Applications covered: Multilinear Discriminant Analysis, Neural Networks for biometrics, classifier design, biometric fusion, Event-Related Potentials, person-specific characteristic feature selection, image and video-based face, recognition/verification, near-infrared face recognition, elastic graph matching, super-resolution of facial images, multimodal solutions, 3D approaches to biometrics, facial aging models for recognition, information theory approaches to biometrics, biologically-inspired methods, biometric encryption, decision-making support in biometric systems, privacy in biometrics.