Hierarachical Real Time Recognition Of Compound Objects In Images

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Pattern Recognition

Author : DAGM (Organization). Symposium
Publisher : Springer Science & Business Media
Page : 551 pages
File Size : 45,8 Mb
Release : 2008-05-30
Category : Computers
ISBN : 9783540693208

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Pattern Recognition by DAGM (Organization). Symposium Pdf

This book constitutes the refereed proceedings of the 30th Symposium of the German Association for Pattern Recognition, DAGM 2008, held in Munich, Germany, in June 2008. The 53 revised full papers were carefully reviewed and selected from 136 submissions. The papers are organized in topical sections on learning and classification, tracking, medical image processing and segmentation, audio, speech and handwriting recognition, multiview geometry and 3D-reconstruction, motion and matching, and image analysis.

Pattern Recognition

Author : Gerhard Rigoll
Publisher : Springer
Page : 538 pages
File Size : 55,6 Mb
Release : 2008-06-29
Category : Computers
ISBN : 9783540693215

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Pattern Recognition by Gerhard Rigoll Pdf

This book constitutes the refereed proceedings of the 30th Symposium of the German Association for Pattern Recognition, DAGM 2008, held in Munich, Germany, in June 2008. The 53 revised full papers were carefully reviewed and selected from 136 submissions. The papers are organized in topical sections on learning and classification, tracking, medical image processing and segmentation, audio, speech and handwriting recognition, multiview geometry and 3D-reconstruction, motion and matching, and image analysis.

Machine Vision Algorithms and Applications

Author : Carsten Steger,Markus Ulrich,Christian Wiedemann
Publisher : John Wiley & Sons
Page : 280 pages
File Size : 55,8 Mb
Release : 2017-11-07
Category : Science
ISBN : 9783527812905

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Machine Vision Algorithms and Applications by Carsten Steger,Markus Ulrich,Christian Wiedemann Pdf

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.

Reconstruction and Analysis of 3D Scenes

Author : Martin Weinmann
Publisher : Springer
Page : 233 pages
File Size : 43,9 Mb
Release : 2016-03-17
Category : Computers
ISBN : 9783319292465

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Reconstruction and Analysis of 3D Scenes by Martin Weinmann Pdf

This unique work presents a detailed review of the processing and analysis of 3D point clouds. A fully automated framework is introduced, incorporating each aspect of a typical end-to-end processing workflow, from raw 3D point cloud data to semantic objects in the scene. For each of these components, the book describes the theoretical background, and compares the performance of the proposed approaches to that of current state-of-the-art techniques. Topics and features: reviews techniques for the acquisition of 3D point cloud data and for point quality assessment; explains the fundamental concepts for extracting features from 2D imagery and 3D point cloud data; proposes an original approach to keypoint-based point cloud registration; discusses the enrichment of 3D point clouds by additional information acquired with a thermal camera, and describes a new method for thermal 3D mapping; presents a novel framework for 3D scene analysis.

Handbook of Machine and Computer Vision

Author : Alexander Hornberg
Publisher : John Wiley & Sons
Page : 848 pages
File Size : 47,9 Mb
Release : 2017-03-07
Category : Computers
ISBN : 9783527413430

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Handbook of Machine and Computer Vision by Alexander Hornberg Pdf

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.

Hierarchical Perceptual Grouping for Object Recognition

Author : Eckart Michaelsen,Jochen Meidow
Publisher : Unknown
Page : 128 pages
File Size : 43,8 Mb
Release : 2019
Category : Pattern recognition systems
ISBN : 3030040410

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Hierarchical Perceptual Grouping for Object Recognition by Eckart Michaelsen,Jochen Meidow Pdf

This unique text/reference presents a unified approach to the formulation of Gestalt laws for perceptual grouping, and the construction of nested hierarchies by aggregation utilizing these laws. The book also describes the extraction of such constructions from noisy images showing man-made objects and clutter. Each Gestalt operation is introduced in a separate, self-contained chapter, together with application examples and a brief literature review. These are then brought together in an algebraic closure chapter, followed by chapters that connect the method to the data? i.e., the extraction of primitives from images, cooperation with machine-readable knowledge, and cooperation with machine learning. Topics and features: Offers the first unified approach to nested hierarchical perceptual grouping Presents a review of all relevant Gestalt laws in a single source Covers reflection symmetry, frieze symmetry, rotational symmetry, parallelism and rectangular settings, contour prolongation, and lattices Describes the problem from all theoretical viewpoints, including syntactic, probabilistic, and algebraic perspectives Discusses issues important to practical application, such as primitive extraction and any-time search Provides an appendix detailing a general adjustment model with constraints This work offers new insights and proposes novel methods to advance the field of machine vision, which will be of great benefit to students, researchers, and engineers active in this area. Dr.-Ing. Eckart Michaelsen is a researcher at the Object Recognition Department of Fraunhofer IOSB, Ettlingen, Germany. Dr.-Ing. Jochen Meidow is a researcher at the Scene Analysis Department of the same institution.

Computer Vision Systems

Author : Antonios Gasteratos,Markus Vincze,John K. Tsotsos
Publisher : Springer
Page : 560 pages
File Size : 51,5 Mb
Release : 2008-05-09
Category : Computers
ISBN : 9783540795476

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Computer Vision Systems by Antonios Gasteratos,Markus Vincze,John K. Tsotsos Pdf

In the past few years, with the advances in microelectronics and digital te- nology, cameras became a widespread media. This, along with the enduring increase in computing power boosted the development of computer vision s- tems. The International Conference on Computer Vision Systems (ICVS) covers the advances in this area. This is to say that ICVS is not and should not be yet another computer vision conference. The ?eld of computer vision is fully covered by many well-established and famous conferences and ICVS di?ers from these by covering the systems point of view. ICVS 2008 was the 6th International Conference dedicated to advanced research on computer vision systems. The conference, continuing a series of successful events in Las Palmas, Vancouver, Graz, New York and Bielefeld, in 2008 was held on Santorini. In all, 128 papers entered the review process and each was reviewed by three independent reviewers using the double-blind review method. Of these, 53 - pers were accepted (23 as oral and 30 as poster presentation). There were also two invited talks by P. Anandan and by Heinrich H. Bultho ̈ ?. The presented papers cover all aspects of computer vision systems, namely: cognitive vision, monitor and surveillance, computer vision architectures, calibration and reg- tration, object recognition and tracking, learning, human—machine interaction and cross-modal systems.

Computer Vision Systems

Author : Mario Fritz,Bernt Schiele,Justus H. Piater
Publisher : Springer
Page : 456 pages
File Size : 50,7 Mb
Release : 2009-10-14
Category : Computers
ISBN : 9783642046674

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Computer Vision Systems by Mario Fritz,Bernt Schiele,Justus H. Piater Pdf

This book constitutes the refereed proceedings of the 7th International Conference on Computer Vision Systems, ICVS 2009, held in Liege, Belgium, October 13-15, 2009. The 21 papers for oral presentation presented together with 24 poster presentations and 2 invited papers were carefully reviewed and selected from 96 submissions. The papers are organized in topical sections on human-machine-interaction, sensors, features and representations, stereo, 3D and optical flow, calibration and registration, mobile and autonomous systems, evaluation, studies and applications, learning, recognition and adaption.

Computational Vision and Medical Image Processing IV

Author : Joao Manuel RS Tavares,Jorge R.M. Natal
Publisher : CRC Press
Page : 450 pages
File Size : 49,6 Mb
Release : 2013-10-01
Category : Computers
ISBN : 9781315812922

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Computational Vision and Medical Image Processing IV by Joao Manuel RS Tavares,Jorge R.M. Natal Pdf

Computational Vision and Medical Image Processing. VIPIMAGE 2013 contains invited lectures and full papers presented at VIPIMAGE 2013 - IV ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (Funchal, Madeira Island, Portugal, 14-16 October 2013). International contributions from 16 countries provide a comprehensive cov

Dissertation Abstracts International

Author : Anonim
Publisher : Unknown
Page : 878 pages
File Size : 48,7 Mb
Release : 1998
Category : Dissertations, Academic
ISBN : STANFORD:36105022081199

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Dissertation Abstracts International by Anonim Pdf

Federated Learning and Privacy-Preserving in Healthcare AI

Author : Lilhore, Umesh Kumar,Simaiya, Sarita,Poongodi, Manoharan,Dutt, Vishal
Publisher : IGI Global
Page : 373 pages
File Size : 40,6 Mb
Release : 2024-05-02
Category : Medical
ISBN : 9798369318751

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Federated Learning and Privacy-Preserving in Healthcare AI by Lilhore, Umesh Kumar,Simaiya, Sarita,Poongodi, Manoharan,Dutt, Vishal Pdf

The use of artificial intelligence (AI) in data-driven medicine has revolutionized healthcare, presenting practitioners with unprecedented tools for diagnosis and personalized therapy. However, this progress comes with a critical concern: the security and privacy of sensitive patient data. As healthcare increasingly leans on AI, the need for robust solutions to safeguard patient information has become more pressing than ever. Federated Learning and Privacy-Preserving in Healthcare AI emerges as the definitive solution to balancing medical progress with patient data security. This carefully curated volume not only outlines the challenges of federated learning but also provides a roadmap for implementing privacy-preserving AI systems in healthcare. By decentralizing the training of AI models, federated learning mitigates the risks associated with centralizing patient data, ensuring that critical information never leaves its original location. Aimed at healthcare professionals, AI experts, policymakers, and academics, this book not only delves into the technical aspects of federated learning but also fosters a collaborative approach to address the multifaceted challenges at the intersection of healthcare and AI.

Scientific and Technical Aerospace Reports

Author : Anonim
Publisher : Unknown
Page : 804 pages
File Size : 48,7 Mb
Release : 1994
Category : Aeronautics
ISBN : MINN:30000005901321

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Scientific and Technical Aerospace Reports by Anonim Pdf

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.

Japanese Technical Periodical Index

Author : Anonim
Publisher : Unknown
Page : 524 pages
File Size : 46,9 Mb
Release : 1987
Category : Engineering
ISBN : STANFORD:36105010856420

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Japanese Technical Periodical Index by Anonim Pdf