Feature Extraction And 2d 3d Object Recognition Using Geometric Invariants

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2D and 3D Image Analysis by Moments

Author : Jan Flusser
Publisher : John Wiley & Sons
ISBN 13 : 1119039363
Total Pages : 776 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis 2D and 3D Image Analysis by Moments by : Jan Flusser

Download or read book 2D and 3D Image Analysis by Moments written by Jan Flusser and published by John Wiley & Sons. This book was released on 2016-11-15 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents recent significant and rapid development in the field of 2D and 3D image analysis 2D and 3D Image Analysis by Moments, is a unique compendium of moment-based image analysis which includes traditional methods and also reflects the latest development of the field. The book presents a survey of 2D and 3D moment invariants with respect to similarity and affine spatial transformations and to image blurring and smoothing by various filters. The book comprehensively describes the mathematical background and theorems about the invariants but a large part is also devoted to practical usage of moments. Applications from various fields of computer vision, remote sensing, medical imaging, image retrieval, watermarking, and forensic analysis are demonstrated. Attention is also paid to efficient algorithms of moment computation. Key features: Presents a systematic overview of moment-based features used in 2D and 3D image analysis. Demonstrates invariant properties of moments with respect to various spatial and intensity transformations. Reviews and compares several orthogonal polynomials and respective moments. Describes efficient numerical algorithms for moment computation. It is a "classroom ready" textbook with a self-contained introduction to classifier design. The accompanying website contains around 300 lecture slides, Matlab codes, complete lists of the invariants, test images, and other supplementary material. 2D and 3D Image Analysis by Moments, is ideal for mathematicians, computer scientists, engineers, software developers, and Ph.D students involved in image analysis and recognition. Due to the addition of two introductory chapters on classifier design, the book may also serve as a self-contained textbook for graduate university courses on object recognition.

New Approaches to Characterization and Recognition of Faces

Author : Peter Corcoran
Publisher : BoD – Books on Demand
ISBN 13 : 9533075155
Total Pages : 266 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis New Approaches to Characterization and Recognition of Faces by : Peter Corcoran

Download or read book New Approaches to Characterization and Recognition of Faces written by Peter Corcoran and published by BoD – Books on Demand. This book was released on 2011-08-01 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a baby, one of our earliest stimuli is that of human faces. We rapidly learn to identify, characterize and eventually distinguish those who are near and dear to us. We accept face recognition later as an everyday ability. We realize the complexity of the underlying problem only when we attempt to duplicate this skill in a computer vision system. This book is arranged around a number of clustered themes covering different aspects of face recognition. The first section presents an architecture for face recognition based on Hidden Markov Models; it is followed by an article on coding methods. The next section is devoted to 3D methods of face recognition and is followed by a section covering various aspects and techniques in video. Next short section is devoted to the characterization and detection of features in faces. Finally, you can find an article on the human perception of faces and how different neurological or psychological disorders can affect this.

Object Recognition

Author : Tam Phuong Cao
Publisher : BoD – Books on Demand
ISBN 13 : 9533072229
Total Pages : 363 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Object Recognition by : Tam Phuong Cao

Download or read book Object Recognition written by Tam Phuong Cao and published by BoD – Books on Demand. This book was released on 2011-04-01 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vision-based object recognition tasks are very familiar in our everyday activities, such as driving our car in the correct lane. We do these tasks effortlessly in real-time. In the last decades, with the advancement of computer technology, researchers and application developers are trying to mimic the human's capability of visually recognising. Such capability will allow machine to free human from boring or dangerous jobs.

Image Understanding Workshop

Author :
Publisher :
ISBN 13 :
Total Pages : 864 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Image Understanding Workshop by :

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:

Computer Vision - ECCV '94

Author : Jan-Olof Eklundh
Publisher : Springer Science & Business Media
ISBN 13 : 9783540579571
Total Pages : 516 pages
Book Rating : 4.5/5 (795 download)

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Book Synopsis Computer Vision - ECCV '94 by : Jan-Olof Eklundh

Download or read book Computer Vision - ECCV '94 written by Jan-Olof Eklundh and published by Springer Science & Business Media. This book was released on 1994-04-20 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer vision - ECCV'94. -- v. 1

Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems

Author : A. Brahmananda Reddy
Publisher : Springer Nature
ISBN 13 : 9811673896
Total Pages : 602 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems by : A. Brahmananda Reddy

Download or read book Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems written by A. Brahmananda Reddy and published by Springer Nature. This book was released on 2022-02-22 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, peer-reviewed research articles from International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2021), held in VNR Vignana Jyoythi Institute of Engineering and Technology (VNR VJIET), Hyderabad, Telangana, India, during 13–14 August 2021. The book focuses on “Smart Innovations in Mezzanine Technologies, Data Analytics, Networks and Communication Systems” enlargements and reviews on the advanced topics in artificial intelligence, machine learning, data mining and big data computing, knowledge engineering, semantic Web, cloud computing, Internet on Things, cybersecurity, communication systems, and distributed computing and smart systems.

Proceedings of the 2012 International Conference on Information Technology and Software Engineering

Author : Wei Lu
Publisher : Springer Science & Business Media
ISBN 13 : 364234531X
Total Pages : 957 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Proceedings of the 2012 International Conference on Information Technology and Software Engineering by : Wei Lu

Download or read book Proceedings of the 2012 International Conference on Information Technology and Software Engineering written by Wei Lu and published by Springer Science & Business Media. This book was released on 2012-11-06 with total page 957 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 2012 International Conference on Information Technology and Software Engineering presents selected articles from this major event, which was held in Beijing, December 8-10, 2012. This book presents the latest research trends, methods and experimental results in the fields of information technology and software engineering, covering various state-of-the-art research theories and approaches. The subjects range from intelligent computing to information processing, software engineering, Web, unified modeling language (UML), multimedia, communication technologies, system identification, graphics and visualizing, etc. The proceedings provide a major interdisciplinary forum for researchers and engineers to present the most innovative studies and advances, which can serve as an excellent reference work for researchers and graduate students working on information technology and software engineering. Prof. Wei Lu, Dr. Guoqiang Cai, Prof. Weibin Liu and Dr. Weiwei Xing all work at Beijing Jiaotong University.

Computer Vision - ACCV 2006

Author : P. J. Narayanan
Publisher : Springer Science & Business Media
ISBN 13 : 3540312196
Total Pages : 1001 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computer Vision - ACCV 2006 by : P. J. Narayanan

Download or read book Computer Vision - ACCV 2006 written by P. J. Narayanan and published by Springer Science & Business Media. This book was released on 2006 with total page 1001 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Geometric Invariance in Computer Vision

Author : Joseph L. Mundy
Publisher :
ISBN 13 :
Total Pages : 568 pages
Book Rating : 4.3/5 (91 download)

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

Download or read book Geometric Invariance in Computer Vision written by Joseph L. Mundy and published by . This book was released on 1992 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: These twenty-three contributions focus on the most recent developments in the rapidly evolving field of geometric invariants and their application to computer vision. The introduction summarizes the basics of invariant theory, discusses how invariants are related to problems in computer vision, and looks at the future possibilities, particularly the notion that invariant analysis might provide a solution to the elusive problem of recognizing general curved 3D objects from an arbitrary viewpoint. The remaining chapters consist of original papers that present important developments as well as tutorial articles that provide useful background material. These chapters are grouped into categories covering algebraic invariants, nonalgebraic invariants, invariants of multiple views, and applications. An appendix provides an extensive introduction to projective geometry and its applications to basic problems in computer vision.

Computational Modelling of Objects Represented in Images III

Author : Paolo Di Giamberardino
Publisher : CRC Press
ISBN 13 : 0203075374
Total Pages : 496 pages
Book Rating : 4.2/5 (3 download)

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Book Synopsis Computational Modelling of Objects Represented in Images III by : Paolo Di Giamberardino

Download or read book Computational Modelling of Objects Represented in Images III written by Paolo Di Giamberardino and published by CRC Press. This book was released on 2012-08-24 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Modelling of Objects Represented in Images: Fundamentals, Methods and Applications III contains all contributions presented at the International Symposium CompIMAGE 2012 - Computational Modelling of Object Presented in Images: Fundamentals, Methods and Applications (Rome, Italy, 5-7 September 2012). The contributions cover the state-o

Handbook of Deep Learning Applications

Author : Valentina Emilia Balas
Publisher : Springer
ISBN 13 : 3030114791
Total Pages : 380 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Handbook of Deep Learning Applications by : Valentina Emilia Balas

Download or read book Handbook of Deep Learning Applications written by Valentina Emilia Balas and published by Springer. This book was released on 2019-02-25 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain–computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers of nonlinear units, has gained considerable attention in recent times. Unlike other books on the market, this volume addresses the challenges of deep learning implementation, computation time, and the complexity of reasoning and modeling different type of data. As such, it is a valuable and comprehensive resource for engineers, researchers, graduate students and Ph.D. scholars.

Biometric Recognition

Author : Jie Zhou
Publisher : Springer
ISBN 13 : 3319699237
Total Pages : 764 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Biometric Recognition by : Jie Zhou

Download or read book Biometric Recognition written by Jie Zhou and published by Springer. This book was released on 2017-10-17 with total page 764 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recognition, CCBR 2017, held in Shenzhen, China, in October 2017. The 15 full papers and 65 poster papers presented in this book were carefully reviewed and selected from 138 submissions. The papers are organized in topical sections on face; fingerprint, palm-print and vascular biometrics; iris; gesture and gait; emerging biometrics; voice and speech; video surveillance; feature extraction and classification theory; behavioral biometrics.

Pattern Recognition and Computer Vision

Author : Zhouchen Lin
Publisher : Springer Nature
ISBN 13 : 3030317234
Total Pages : 831 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Pattern Recognition and Computer Vision by : Zhouchen Lin

Download or read book Pattern Recognition and Computer Vision written by Zhouchen Lin and published by Springer Nature. This book was released on 2019-10-31 with total page 831 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNCS 11857, 11858, and 11859 constitutes the refereed proceedings of the Second Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2019, held in Xi’an, China, in November 2019. The 165 revised full papers presented were carefully reviewed and selected from 412 submissions. The papers have been organized in the following topical sections: Part I: Object Detection, Tracking and Recognition, Part II: Image/Video Processing and Analysis, Part III: Data Analysis and Optimization.

Geometric Constraints for Object Detection and Delineation

Author : Jefferey Shufelt
Publisher : Springer Science & Business Media
ISBN 13 : 1461552737
Total Pages : 266 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Geometric Constraints for Object Detection and Delineation by : Jefferey Shufelt

Download or read book Geometric Constraints for Object Detection and Delineation written by Jefferey Shufelt and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ability to extract generic 3D objects from images is a crucial step towards automation of a variety of problems in cartographic database compilation, industrial inspection and assembly, and autonomous navigation. Many of these problem domains do not have strong constraints on object shape or scene content, presenting serious obstacles for the development of robust object detection and delineation techniques. Geometric Constraints for Object Detection and Delineation addresses these problems with a suite of novel methods and techniques for detecting and delineating generic objects in images of complex scenes, and applies them to the specific task of building detection and delineation from monocular aerial imagery. PIVOT, the fully automated system implementing these techniques, is quantitatively evaluated on 83 images covering 18 test scenes, and compared to three existing systems for building extraction. The results highlight the performance improvements possible with rigorous photogrammetric camera modeling, primitive-based object representations, and geometric constraints derived from their combination. PIVOT's performance illustrates the implications of a clearly articulated set of philosophical principles, taking a significant step towards automatic detection and delineation of 3D objects in real-world environments. Geometric Constraints for Object Detection and Delineation is suitable as a textbook or as a secondary text for a graduate-level course, and as a reference for researchers and practitioners in industry.

Visual Informatics: Sustaining Research and Innovations

Author : Halimah Badioze Zaman
Publisher : Springer
ISBN 13 : 3642252001
Total Pages : 449 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Visual Informatics: Sustaining Research and Innovations by : Halimah Badioze Zaman

Download or read book Visual Informatics: Sustaining Research and Innovations written by Halimah Badioze Zaman and published by Springer. This book was released on 2011-11-04 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 7066 and LNCS 7067 constitutes the proceedings of the Second International Visual Informatics Conference, IVIC 2011, held in Selangor, Malaysia, during November 9-11, 2011. The 71 revised papers presented were carefully reviewed and selected for inclusion in these proceedings. They are organized in topical sections named computer vision and simulation; virtual image processing and engineering; visual computing; and visualisation and social computing. In addition the first volume contains two keynote speeches in full paper length, and one keynote abstract.

Computer Vision for X-Ray Testing

Author : Domingo Mery
Publisher : Springer Nature
ISBN 13 : 3030567699
Total Pages : 473 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Computer Vision for X-Ray Testing by : Domingo Mery

Download or read book Computer Vision for X-Ray Testing written by Domingo Mery and published by Springer Nature. This book was released on 2020-12-21 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: [FIRST EDITION] This accessible textbook presents an introduction to computer vision algorithms for industrially-relevant applications of X-ray testing. Features: introduces the mathematical background for monocular and multiple view geometry; describes the main techniques for image processing used in X-ray testing; presents a range of different representations for X-ray images, explaining how these enable new features to be extracted from the original image; examines a range of known X-ray image classifiers and classification strategies; discusses some basic concepts for the simulation of X-ray images and presents simple geometric and imaging models that can be used in the simulation; reviews a variety of applications for X-ray testing, from industrial inspection and baggage screening to the quality control of natural products; provides supporting material at an associated website, including a database of X-ray images and a Matlab toolbox for use with the book’s many examples.

Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 5

Author : Florentin Smarandache
Publisher : Infinite Study
ISBN 13 :
Total Pages : 931 pages
Book Rating : 4./5 ( download)

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Book Synopsis Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 5 by : Florentin Smarandache

Download or read book Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 5 written by Florentin Smarandache and published by Infinite Study. This book was released on with total page 931 pages. Available in PDF, EPUB and Kindle. Book excerpt: This ﬁfth volume on Advances and Applications of DSmT for Information Fusion collects theoretical and applied contributions of researchers working in different ﬁelds of applications and in mathematics, and is available in open-access. The collected contributions of this volume have either been published or presented after disseminating the fourth volume in 2015 (available at fs.unm.edu/DSmT-book4.pdf or www.onera.fr/sites/default/ﬁles/297/2015-DSmT-Book4.pdf) in international conferences, seminars, workshops and journals, or they are new. The contributions of each part of this volume are chronologically ordered. First Part of this book presents some theoretical advances on DSmT, dealing mainly with modiﬁed Proportional Conﬂict Redistribution Rules (PCR) of combination with degree of intersection, coarsening techniques, interval calculus for PCR thanks to set inversion via interval analysis (SIVIA), rough set classiﬁers, canonical decomposition of dichotomous belief functions, fast PCR fusion, fast inter-criteria analysis with PCR, and improved PCR5 and PCR6 rules preserving the (quasi-)neutrality of (quasi-)vacuous belief assignment in the fusion of sources of evidence with their Matlab codes. Because more applications of DSmT have emerged in the past years since the apparition of the fourth book of DSmT in 2015, the second part of this volume is about selected applications of DSmT mainly in building change detection, object recognition, quality of data association in tracking, perception in robotics, risk assessment for torrent protection and multi-criteria decision-making, multi-modal image fusion, coarsening techniques, recommender system, levee characterization and assessment, human heading perception, trust assessment, robotics, biometrics, failure detection, GPS systems, inter-criteria analysis, group decision, human activity recognition, storm prediction, data association for autonomous vehicles, identiﬁcation of maritime vessels, fusion of support vector machines (SVM), Silx-Furtif RUST code library for information fusion including PCR rules, and network for ship classiﬁcation. Finally, the third part presents interesting contributions related to belief functions in general published or presented along the years since 2015. These contributions are related with decision-making under uncertainty, belief approximations, probability transformations, new distances between belief functions, non-classical multi-criteria decision-making problems with belief functions, generalization of Bayes theorem, image processing, data association, entropy and cross-entropy measures, fuzzy evidence numbers, negator of belief mass, human activity recognition, information fusion for breast cancer therapy, imbalanced data classiﬁcation, and hybrid techniques mixing deep learning with belief functions as well.