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Author : Cho-Huak Teh
Publisher :
ISBN 13 :
Total Pages : 442 pages
Book Rating : 4.:/5 (89 download)
Download or read book Approaches to Two-dimensional Object Recognition written by Cho-Huak Teh and published by . This book was released on 1988 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Murat İlsever
Publisher : Springer Science & Business Media
ISBN 13 : 1447142551
Total Pages : 77 pages
Book Rating : 4.4/5 (471 download)
Download or read book Two-Dimensional Change Detection Methods written by Murat İlsever and published by Springer Science & Business Media. This book was released on 2012-06-22 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: Change detection using remotely sensed images has many applications, such as urban monitoring, land-cover change analysis, and disaster management. This work investigates two-dimensional change detection methods. The existing methods in the literature are grouped into four categories: pixel-based, transformation-based, texture analysis-based, and structure-based. In addition to testing existing methods, four new change detection methods are introduced: fuzzy logic-based, shadow detection-based, local feature-based, and bipartite graph matching-based. The latter two methods form the basis for a structural analysis of change detection. Three thresholding algorithms are compared, and their effects on the performance of change detection methods are measured. These tests on existing and novel change detection methods make use of a total of 35 panchromatic and multi-spectral Ikonos image sets. Quantitative test results and their interpretations are provided.
Author : Kumar S. Ray
Publisher : Springer Science & Business Media
ISBN 13 : 1461453488
Total Pages : 180 pages
Book Rating : 4.4/5 (614 download)
Download or read book Soft Computing Approach to Pattern Classification and Object Recognition written by Kumar S. Ray and published by Springer Science & Business Media. This book was released on 2012-10-05 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. The book also surveys various soft computing tools, fuzzy relational calculus (FRC), genetic algorithm (GA) and multilayer perceptron (MLP) to provide a strong foundation for the reader. The supervised approach to pattern classification and model-based approach to occluded object recognition are treated in one framework , one based on either a conventional interpretation or a new interpretation of multidimensional fuzzy implication (MFI) and a novel notion of fuzzy pattern vector (FPV). By combining practice and theory, a completely independent design methodology was developed in conjunction with this supervised approach on a unified framework, and then tested thoroughly against both synthetic and real-life data. In the field of soft computing, such an application-oriented design study is unique in nature. The monograph essentially mimics the cognitive process of human decision making, and carries a message of perceptual integrity in representational diversity. Soft Computing Approach to Pattern Classification and Object Recognition is intended for researchers in the area of pattern classification and computer vision. Other academics and practitioners will also find the book valuable.
Author : Derek Hoiem
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608457281
Total Pages : 172 pages
Book Rating : 4.6/5 (84 download)
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
Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466639954
Total Pages : 1587 pages
Book Rating : 4.4/5 (666 download)
Download or read book Image Processing: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2013-05-31 with total page 1587 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advancements in digital technology continue to expand the image science field through the tools and techniques utilized to process two-dimensional images and videos. Image Processing: Concepts, Methodologies, Tools, and Applications presents a collection of research on this multidisciplinary field and the operation of multi-dimensional signals with systems that range from simple digital circuits to computers. This reference source is essential for researchers, academics, and students in the computer science, computer vision, and electrical engineering fields.
Author : Shimon Ullman
Publisher : MIT Press
ISBN 13 : 9780262710077
Total Pages : 438 pages
Book Rating : 4.7/5 (1 download)
Download or read book High-level Vision written by Shimon Ullman and published by MIT Press. This book was released on 2000 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shimon Ullman focuses on the processes of high-level vision that deal with the interpretation and use of what is seen in the image. In this book, Shimon Ullman focuses on the processes of high-level vision that deal with the interpretation and use of what is seen in the image. In particular, he examines two major problems. The first, object recognition and classification, involves recognizing objects despite large variations in appearance caused by changes in viewing position, illumination, occlusion, and object shape. The second, visual cognition, involves the extraction of shape properties and spatial relations in the course of performing visual tasks such as object manipulation, planning movements in the environment, or interpreting graphical material such as diagrams, graphs and maps. The book first takes up object recognition and develops a novel approach to the recognition of three-dimensional objects. It then studies a number of related issues in high-level vision, including object classification, scene segmentation, and visual cognition. Using computational considerations discussed throughout the book, along with psychophysical and biological data, the final chapter proposes a model for the general flow of information in the visual cortex. Understanding vision is a key problem in the brain sciences, human cognition, and artificial intelligence. Because of the interdisciplinary nature of the theories developed in this work, High-Level Vision will be of interest to readers in all three of these fields.
Author : Mago, Vijay Kumar
Publisher : IGI Global
ISBN 13 : 1613504306
Total Pages : 785 pages
Book Rating : 4.6/5 (135 download)
Download or read book Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Technologies written by Mago, Vijay Kumar and published by IGI Global. This book was released on 2011-12-31 with total page 785 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for intelligent machines in areas such as medical diagnostics, biometric security systems, and image processing motivates researchers to develop and explore new techniques, algorithms, and applications in this evolving field.Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Technologies provides a common platform for researchers to present theoretical and applied research findings for enhancing and developing intelligent systems. Through its discussions of advances in and applications of pattern recognition technologies and artificial intelligence, this reference highlights core concepts in biometric imagery, feature recognition, and other related fields, along with their applicability.
Author : Rasiah Logananthara
Publisher : Springer
ISBN 13 : 3540450491
Total Pages : 785 pages
Book Rating : 4.5/5 (44 download)
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.
Author : Carsten Steger
Publisher : John Wiley & Sons
ISBN 13 : 3527413650
Total Pages : 533 pages
Book Rating : 4.5/5 (274 download)
Download or read book Machine Vision Algorithms and Applications written by Carsten Steger and published by John Wiley & Sons. This book was released on 2018-03-12 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this successful machine vision textbook is completely updated, revised and expanded by 35% to reflect the developments of recent years in the fields of image acquisition, machine vision algorithms and applications. The new content includes, but is not limited to, a discussion of new camera and image acquisition interfaces, 3D sensors and technologies, 3D reconstruction, 3D object recognition and state-of-the-art classification algorithms. The authors retain their balanced approach with sufficient coverage of the theory and a strong focus on applications. All examples are based on the latest version of the machine vision software HALCON 13.
Author : Munesh Chandra Trivedi
Publisher : KHANNA PUBLISHING HOUSE
ISBN 13 : 8190698893
Total Pages : 540 pages
Book Rating : 4.1/5 (96 download)
Download or read book A Classical Approach to Artificial Intelligence written by Munesh Chandra Trivedi and published by KHANNA PUBLISHING HOUSE. This book was released on with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are many books available in the market on the proposed topic but none of them can be termed as comprehensive. Besides, students face many problems in understanding the language of this books. Keeping these points in mind, Artificial Intelligence was prepared, which should be simple enough to comprehend and comprehensive enough to encompass all the topics of different institutions and universities.
Author :
Publisher :
ISBN 13 :
Total Pages : 864 pages
Book Rating : 4.:/5 (318 download)
Download or read book Image Understanding Workshop written by and published by . This book was released on 1994 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Josep Lladós
Publisher : Springer Science & Business Media
ISBN 13 : 3540224785
Total Pages : 396 pages
Book Rating : 4.5/5 (42 download)
Download or read book Graphics Recognition. Recent Advances and Perspectives written by Josep Lladós and published by Springer Science & Business Media. This book was released on 2004-09-23 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1 Thisbookcontainsrefereedandimprovedpaperspresentedatthe5thIAPR - ternational Workshop on Graphics Recognition (GREC 2003). GREC 2003 was held in the Computer Vision Center, in Barcelona (Spain) during July 30–31, 2003. TheGRECworkshopisthemainactivityoftheIAPR-TC10,theTechnical 2 Committee on Graphics Recognition . Edited volumes from the previous wo- shops in the series are available as Lecture Notes in Computer Science: LNCS Volume 1072 (GREC 1995 at Penn State University, USA), LNCS Volume 1389 (GREC 1997 in Nancy, France), LNCS Volume 1941 (GREC 1999 in Jaipur, India), and LNCS Volume 2390 (GREC 2001 in Kingston, Canada). Graphics recognition is a particular ?eld in the domain of document ana- sis that combines pattern recognition and image processing techniques for the analysis of any kind of graphical information in documents, either from paper or electronic formats. Topics of interest for the graphics recognition community are: vectorization; symbol recognition; analysis of graphic documents with - agrammatic notation like electrical diagrams, architectural plans, engineering drawings, musical scores, maps, etc. ; graphics-based information retrieval; p- formance evaluation in graphics recognition; and systems for graphics recog- tion. Inadditiontotheclassicobjectives,inrecentyearsgraphicsrecognitionhas faced up to new and promising perspectives, some of them in conjunction with other, a?ne scienti?c communities. Examples of that are sketchy interfaces and on-line graphics recognition in the framework of human computer interaction, or query by graphic content for retrieval and browsing in large-format graphic d- uments, digital libraries and Web applications. Thus, the combination of classic challenges with new research interests gives the graphics recognition ?eld an active scienti?c community, with a promising future.
Author : Alexander Hornberg
Publisher : John Wiley & Sons
ISBN 13 : 352741343X
Total Pages : 864 pages
Book Rating : 4.5/5 (274 download)
Download or read book Handbook of Machine and Computer Vision written by Alexander Hornberg and published by John Wiley & Sons. This book was released on 2017-03-07 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this accepted reference work has been updated to reflect the rapid developments in the field and now covers both 2D and 3D imaging. Written by expert practitioners from leading companies operating in machine vision, this one-stop handbook guides readers through all aspects of image acquisition and image processing, including optics, electronics and software. The authors approach the subject in terms of industrial applications, elucidating such topics as illumination and camera calibration. Initial chapters concentrate on the latest hardware aspects, ranging from lenses and camera systems to camera-computer interfaces, with the software necessary discussed to an equal depth in later sections. These include digital image basics as well as image analysis and image processing. The book concludes with extended coverage of industrial applications in optics and electronics, backed by case studies and design strategies for the conception of complete machine vision systems. As a result, readers are not only able to understand the latest systems, but also to plan and evaluate this technology. With more than 500 images and tables to illustrate relevant principles and steps.
Author : Matthew Coxon
Publisher : SAGE
ISBN 13 : 0857255223
Total Pages : 186 pages
Book Rating : 4.8/5 (572 download)
Download or read book Cognitive Psychology written by Matthew Coxon and published by SAGE. This book was released on 2012-07-06 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new and engaging key text for cognitive psychology providing core knowledge plus learning and skills support for all undergraduate psychology students.
Author :
Publisher :
ISBN 13 :
Total Pages : 372 pages
Book Rating : 4.:/5 (319 download)
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1994 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : P Senac
Publisher : World Scientific
ISBN 13 : 9814547050
Total Pages : 494 pages
Book Rating : 4.8/5 (145 download)
Download or read book Multimedia Modeling (Mmm '96): Towards The Information Superhighway written by P Senac and published by World Scientific. This book was released on 1996-09-30 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of the MMM series of conferences is to bring together activities related to all aspects of multimedia modeling, in its broader sense, from multimedia networking to virtual worlds. Its ultimate goal is to provide a better understanding of the basic paradigms and to establish conceptual links between them for better design of future advanced multimedia systems. The proceedings of MMM '96 present the state-of-the-art in the representation, processing, interaction, integration and retrieval of multimedia information.
Author : Zeynep Akata
Publisher : Springer Nature
ISBN 13 : 3030712788
Total Pages : 504 pages
Book Rating : 4.0/5 (37 download)
Download or read book Pattern Recognition written by Zeynep Akata and published by Springer Nature. This book was released on 2021-03-16 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 42nd German Conference on Pattern Recognition, DAGM GCPR 2020, which took place during September 28 until October 1, 2020. The conference was planned to take place in Tübingen, Germany, but had to change to an online format due to the COVID-19 pandemic. The 34 papers presented in this volume were carefully reviewed and selected from a total of 89 submissions. They were organized in topical sections named: Normalizing Flow, Semantics, Physics, Camera Calibration and Computer Vision, Pattern Recognition, Machine Learning.
