Human Pose Estimation With Implicit Shape Models

Human Pose Estimation With Implicit Shape Models PDF

Author: Jürgen Brauer

Publisher:

Published: 2020-10-09

Total Pages: 290

ISBN-13: 9781013280429

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This work presents a new approach for estimating 3D human poses based on monocular camera information only. For this, the Implicit Shape Model is augmented by new voting strategies that allow to localize 2D anatomical landmarks in the image. The actual 3D pose estimation is then formulated as a Particle Swarm Optimization (PSO) where projected 3D pose hypotheses are compared with the generated landmark vote distributions. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Human Pose Estimation with Implicit Shape Models

Human Pose Estimation with Implicit Shape Models PDF

Author: Brauer, Juergen

Publisher: KIT Scientific Publishing

Published: 2014-04-29

Total Pages: 293

ISBN-13: 3731501848

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This work presents a new approach for estimating 3D human poses based on monocular camera information only. For this, the Implicit Shape Model is augmented by new voting strategies that allow to localize 2D anatomical landmarks in the image. The actual 3D pose estimation is then formulated as a Particle Swarm Optimization (PSO) where projected 3D pose hypotheses are compared with the generated landmark vote distributions.

Advances in Visual Computing

Advances in Visual Computing PDF

Author: George Bebis

Publisher: Springer

Published: 2012-08-22

Total Pages: 769

ISBN-13: 3642331793

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The two volume set LNCS 7431 and 7432 constitutes the refereed proceedings of the 8th International Symposium on Visual Computing, ISVC 2012, held in Rethymnon, Crete, Greece, in July 2012. The 68 revised full papers and 35 poster papers presented together with 45 special track papers were carefully reviewed and selected from more than 200 submissions. The papers are organized in topical sections: Part I (LNCS 7431) comprises computational bioimaging; computer graphics; calibration and 3D vision; object recognition; illumination, modeling, and segmentation; visualization; 3D mapping, modeling and surface reconstruction; motion and tracking; optimization for vision, graphics, and medical imaging, HCI and recognition. Part II (LNCS 7432) comprises topics such as unconstrained biometrics: advances and trends; intelligent environments: algorithms and applications; applications; virtual reality; face processing and recognition.

Computer Analysis of Images and Patterns

Computer Analysis of Images and Patterns PDF

Author: Richard Wilson

Publisher: Springer

Published: 2013-08-16

Total Pages: 622

ISBN-13: 3642402615

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The two volume set LNCS 8047 and 8048 constitutes the refereed proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, held in York, UK, in August 2013. The 142 papers presented were carefully reviewed and selected from 243 submissions. The scope of the conference spans the following areas: 3D TV, biometrics, color and texture, document analysis, graph-based methods, image and video indexing and database retrieval, image and video processing, image-based modeling, kernel methods, medical imaging, mobile multimedia, model-based vision approaches, motion analysis, natural computation for digital imagery, segmentation and grouping, and shape representation and analysis.

Consumer Depth Cameras for Computer Vision

Consumer Depth Cameras for Computer Vision PDF

Author: Andrea Fossati

Publisher: Springer Science & Business Media

Published: 2012-10-04

Total Pages: 220

ISBN-13: 1447146395

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The potential of consumer depth cameras extends well beyond entertainment and gaming, to real-world commercial applications. This authoritative text reviews the scope and impact of this rapidly growing field, describing the most promising Kinect-based research activities, discussing significant current challenges, and showcasing exciting applications. Features: presents contributions from an international selection of preeminent authorities in their fields, from both academic and corporate research; addresses the classic problem of multi-view geometry of how to correlate images from different viewpoints to simultaneously estimate camera poses and world points; examines human pose estimation using video-rate depth images for gaming, motion capture, 3D human body scans, and hand pose recognition for sign language parsing; provides a review of approaches to various recognition problems, including category and instance learning of objects, and human activity recognition; with a Foreword by Dr. Jamie Shotton.

Articulated Motion and Deformable Objects

Articulated Motion and Deformable Objects PDF

Author: Francisco José Perales

Publisher: Springer

Published: 2014-06-25

Total Pages: 205

ISBN-13: 3319088491

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This book constitutes the refereed proceedings of the 8th International Conference on Articulated Motion and Deformable Objects, AMDO 2014, held in Palma de Mallorca, Spain, in July 2014. The 18 papers presented were carefully reviewed and selected from 37 submissions. The conference dealt with the following topics: geometric and physical deformable models; motion analysis; articulated models and animation; modeling and visualization of deformable models; deformable model applications; motion analysis applications; single or multiple human motion analysis and synthesis; face modeling, tracking, recovering and recognition models; virtual and augmented reality; haptics devices; biometric techniques.

Machine Vision

Machine Vision PDF

Author: Jürgen Beyerer

Publisher: Springer

Published: 2015-10-01

Total Pages: 802

ISBN-13: 3662477947

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The book offers a thorough introduction to machine vision. It is organized in two parts. The first part covers the image acquisition, which is the crucial component of most automated visual inspection systems. All important methods are described in great detail and are presented with a reasoned structure. The second part deals with the modeling and processing of image signals and pays particular regard to methods, which are relevant for automated visual inspection.

Application of diffractive lens arrays in confocal microscopy

Application of diffractive lens arrays in confocal microscopy PDF

Author: Li, Zheng

Publisher: KIT Scientific Publishing

Published: 2022-06-27

Total Pages: 178

ISBN-13: 3731511886

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Diffractive lens arrays are proposed in this work for application in reflected-light confocal microscopes. They have overcome the limitations between fields of view and resolution of traditional objectives. Experiments of multi-spot confocal imaging in surface metrology and fluorescence microscopy have been demonstrated based on the proposed concepts, which have shown capabilities of high-resolution measurement over a large area.

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