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Consumer Depth Cameras for Computer Vision

Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige

Author : Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige
Publisher : Springer Science & Business Media
Page : 220 pages
File Size : 40,7 Mb
Release : 2012-10-04
Category : Computers
ISBN : 9781447146391

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Consumer Depth Cameras for Computer Vision by Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige Pdf

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.

Consumer Depth Cameras for Computer Vision

Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige

Author : Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige
Publisher : Springer Science & Business Media
Page : 220 pages
File Size : 52,9 Mb
Release : 2012-10-03
Category : Computers
ISBN : 9781447146407

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Consumer Depth Cameras for Computer Vision by Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige Pdf

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.

Time-of-Flight and Structured Light Depth Cameras

Pietro Zanuttigh,Giulio Marin,Carlo Dal Mutto,Fabio Dominio,Ludovico Minto,Guido Maria Cortelazzo

Author : Pietro Zanuttigh,Giulio Marin,Carlo Dal Mutto,Fabio Dominio,Ludovico Minto,Guido Maria Cortelazzo
Publisher : Springer
Page : 355 pages
File Size : 49,5 Mb
Release : 2016-05-24
Category : Computers
ISBN : 9783319309736

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Time-of-Flight and Structured Light Depth Cameras by Pietro Zanuttigh,Giulio Marin,Carlo Dal Mutto,Fabio Dominio,Ludovico Minto,Guido Maria Cortelazzo Pdf

This book provides a comprehensive overview of the key technologies and applications related to new cameras that have brought 3D data acquisition to the mass market. It covers both the theoretical principles behind the acquisition devices and the practical implementation aspects of the computer vision algorithms needed for the various applications. Real data examples are used in order to show the performances of the various algorithms. The performance and limitations of the depth camera technology are explored, along with an extensive review of the most effective methods for addressing challenges in common applications. Applications covered in specific detail include scene segmentation, 3D scene reconstruction, human pose estimation and tracking and gesture recognition. This book offers students, practitioners and researchers the tools necessary to explore the potential uses of depth data in light of the expanding number of devices available for sale. It explores the impact of these devices on the rapidly growing field of depth-based computer vision.

Computer Vision – ECCV 2018

Vittorio Ferrari,Martial Hebert,Cristian Sminchisescu,Yair Weiss

Author : Vittorio Ferrari,Martial Hebert,Cristian Sminchisescu,Yair Weiss
Publisher : Springer
Page : 855 pages
File Size : 40,5 Mb
Release : 2018-10-05
Category : Computers
ISBN : 9783030012496

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Computer Vision – ECCV 2018 by Vittorio Ferrari,Martial Hebert,Cristian Sminchisescu,Yair Weiss Pdf

The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; human sensing; stereo and reconstruction; optimization; matching and recognition; video attention; and poster sessions.

Computer Vision -- ECCV 2012. Workshops and Demonstrations

Andrea Fusiello,Vittorio Murino,Rita Cucchiara

Author : Andrea Fusiello,Vittorio Murino,Rita Cucchiara
Publisher : Springer
Page : 684 pages
File Size : 52,5 Mb
Release : 2012-09-26
Category : Computers
ISBN : 9783642338854

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Computer Vision -- ECCV 2012. Workshops and Demonstrations by Andrea Fusiello,Vittorio Murino,Rita Cucchiara Pdf

The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012. The total of 179 workshop papers and 23 demonstration papers was carefully reviewed and selected for inclusion in the proceedings. They where held at workshops with the following themes: non-rigid shape analysis and deformable image alignment; visual analysis and geo-localization of large-scale imagery; Web-scale vision and social media; video event categorization, tagging and retrieval; re-identification; biological and computer vision interfaces; where computer vision meets art; consumer depth cameras for computer vision; unsolved problems in optical flow and stereo estimation; what's in a face?; color and photometry in computer vision; computer vision in vehicle technology: from earth to mars; parts and attributes; analysis and retrieval of tracked events and motion in imagery streams; action recognition and pose estimation in still images; higher-order models and global constraints in computer vision; information fusion in computer vision for concept recognition; 2.5D sensing technologies in motion: the quest for 3D; benchmarking facial image analysis technologies.

Human Action Recognition with Depth Cameras

Jiang Wang,Zicheng Liu,Ying Wu

Author : Jiang Wang,Zicheng Liu,Ying Wu
Publisher : Springer Science & Business Media
Page : 59 pages
File Size : 53,5 Mb
Release : 2014-01-25
Category : Computers
ISBN : 9783319045610

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Human Action Recognition with Depth Cameras by Jiang Wang,Zicheng Liu,Ying Wu Pdf

Action recognition technology has many real-world applications in human-computer interaction, surveillance, video retrieval, retirement home monitoring, and robotics. The commoditization of depth sensors has also opened up further applications that were not feasible before. This text focuses on feature representation and machine learning algorithms for action recognition from depth sensors. After presenting a comprehensive overview of the state of the art, the authors then provide in-depth descriptions of their recently developed feature representations and machine learning techniques, including lower-level depth and skeleton features, higher-level representations to model the temporal structure and human-object interactions, and feature selection techniques for occlusion handling. This work enables the reader to quickly familiarize themselves with the latest research, and to gain a deeper understanding of recently developed techniques. It will be of great use for both researchers and practitioners.

Computer Vision -- ECCV 2012. Workshops and Demonstrations

Andrea Fusiello,Vittorio Murino,Rita Cucchiara

Author : Andrea Fusiello,Vittorio Murino,Rita Cucchiara
Publisher : Springer
Page : 611 pages
File Size : 55,6 Mb
Release : 2012-09-26
Category : Computers
ISBN : 9783642338687

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Computer Vision -- ECCV 2012. Workshops and Demonstrations by Andrea Fusiello,Vittorio Murino,Rita Cucchiara Pdf

The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012. The total of 179 workshop papers and 23 demonstration papers was carefully reviewed and selected for inclusion in the proceedings. They where held at workshops with the following themes: non-rigid shape analysis and deformable image alignment; visual analysis and geo-localization of large-scale imagery; Web-scale vision and social media; video event categorization, tagging and retrieval; re-identification; biological and computer vision interfaces; where computer vision meets art; consumer depth cameras for computer vision; unsolved problems in optical flow and stereo estimation; what's in a face?; color and photometry in computer vision; computer vision in vehicle technology: from earth to mars; parts and attributes; analysis and retrieval of tracked events and motion in imagery streams; action recognition and pose estimation in still images; higher-order models and global constraints in computer vision; information fusion in computer vision for concept recognition; 2.5D sensing technologies in motion: the quest for 3D; benchmarking facial image analysis technologies.

Computer Vision and Machine Learning with RGB-D Sensors

Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang

Author : Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang
Publisher : Springer
Page : 316 pages
File Size : 51,7 Mb
Release : 2014-07-14
Category : Computers
ISBN : 9783319086514

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Computer Vision and Machine Learning with RGB-D Sensors by Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang Pdf

This book presents an interdisciplinary selection of cutting-edge research on RGB-D based computer vision. Features: discusses the calibration of color and depth cameras, the reduction of noise on depth maps and methods for capturing human performance in 3D; reviews a selection of applications which use RGB-D information to reconstruct human figures, evaluate energy consumption and obtain accurate action classification; presents an approach for 3D object retrieval and for the reconstruction of gas flow from multiple Kinect cameras; describes an RGB-D computer vision system designed to assist the visually impaired and another for smart-environment sensing to assist elderly and disabled people; examines the effective features that characterize static hand poses and introduces a unified framework to enforce both temporal and spatial constraints for hand parsing; proposes a new classifier architecture for real-time hand pose recognition and a novel hand segmentation and gesture recognition system.

Computer Vision - ECCV 2014 Workshops

Lourdes Agapito,Michael M. Bronstein,Carsten Rother

Author : Lourdes Agapito,Michael M. Bronstein,Carsten Rother
Publisher : Springer
Page : 848 pages
File Size : 40,5 Mb
Release : 2015-03-19
Category : Computers
ISBN : 9783319161815

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Computer Vision - ECCV 2014 Workshops by Lourdes Agapito,Michael M. Bronstein,Carsten Rother Pdf

The four-volume set LNCS 8925, 8926, 8927, and 8928 comprises the thoroughly refereed post-workshop proceedings of the Workshops that took place in conjunction with the 13th European Conference on Computer Vision, ECCV 2014, held in Zurich, Switzerland, in September 2014. The 203 workshop papers were carefully reviewed and selected for inclusion in the proceedings. They where presented at workshops with the following themes: where computer vision meets art; computer vision in vehicle technology; spontaneous facial behavior analysis; consumer depth cameras for computer vision; "chalearn" looking at people: pose, recovery, action/interaction, gesture recognition; video event categorization, tagging and retrieval towards big data; computer vision with local binary pattern variants; visual object tracking challenge; computer vision + ontology applies cross-disciplinary technologies; visual perception of affordance and functional visual primitives for scene analysis; graphical models in computer vision; light fields for computer vision; computer vision for road scene understanding and autonomous driving; soft biometrics; transferring and adapting source knowledge in computer vision; surveillance and re-identification; color and photometry in computer vision; assistive computer vision and robotics; computer vision problems in plant phenotyping; and non-rigid shape analysis and deformable image alignment. Additionally, a panel discussion on video segmentation is included.

Computer Vision and Machine Learning with RGB-D Sensors

Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang

Author : Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang
Publisher : Springer
Page : 0 pages
File Size : 55,8 Mb
Release : 2016-09-17
Category : Computers
ISBN : 3319381059

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Computer Vision and Machine Learning with RGB-D Sensors by Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang Pdf

This book presents an interdisciplinary selection of cutting-edge research on RGB-D based computer vision. Features: discusses the calibration of color and depth cameras, the reduction of noise on depth maps and methods for capturing human performance in 3D; reviews a selection of applications which use RGB-D information to reconstruct human figures, evaluate energy consumption and obtain accurate action classification; presents an approach for 3D object retrieval and for the reconstruction of gas flow from multiple Kinect cameras; describes an RGB-D computer vision system designed to assist the visually impaired and another for smart-environment sensing to assist elderly and disabled people; examines the effective features that characterize static hand poses and introduces a unified framework to enforce both temporal and spatial constraints for hand parsing; proposes a new classifier architecture for real-time hand pose recognition and a novel hand segmentation and gesture recognition system.

Computer Vision – ECCV 2016 Workshops

Gang Hua,Hervé Jégou

Author : Gang Hua,Hervé Jégou
Publisher : Springer
Page : 922 pages
File Size : 49,6 Mb
Release : 2016-11-03
Category : Computers
ISBN : 9783319488813

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Computer Vision – ECCV 2016 Workshops by Gang Hua,Hervé Jégou Pdf

The three-volume set LNCS 9913, LNCS 9914, and LNCS 9915 comprises the refereed proceedings of the Workshops that took place in conjunction with the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. The three-volume set LNCS 9913, LNCS 9914, and LNCS 9915 comprises the refereed proceedings of the Workshops that took place in conjunction with the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. 27 workshops from 44 workshops proposals were selected for inclusion in the proceedings. These address the following themes: Datasets and Performance Analysis in Early Vision; Visual Analysis of Sketches; Biological and Artificial Vision; Brave New Ideas for Motion Representations; Joint ImageNet and MS COCO Visual Recognition Challenge; Geometry Meets Deep Learning; Action and Anticipation for Visual Learning; Computer Vision for Road Scene Understanding and Autonomous Driving; Challenge on Automatic Personality Analysis; BioImage Computing; Benchmarking Multi-Target Tracking: MOTChallenge; Assistive Computer Vision and Robotics; Transferring and Adapting Source Knowledge in Computer Vision; Recovering 6D Object Pose; Robust Reading; 3D Face Alignment in the Wild and Challenge; Egocentric Perception, Interaction and Computing; Local Features: State of the Art, Open Problems and Performance Evaluation; Crowd Understanding; Video Segmentation; The Visual Object Tracking Challenge Workshop; Web-scale Vision and Social Media; Computer Vision for Audio-visual Media; Computer VISion for ART Analysis; Virtual/Augmented Reality for Visual Artificial Intelligence; Joint Workshop on Storytelling with Images and Videos and Large Scale Movie Description and Understanding Challenge.

Proceedings of the 10th International Symposium on Computer Science in Sports (ISCSS)

Paul Chung,Andrea Soltoggio,Christian W. Dawson,Qinggang Meng,Matthew Pain

Author : Paul Chung,Andrea Soltoggio,Christian W. Dawson,Qinggang Meng,Matthew Pain
Publisher : Springer
Page : 268 pages
File Size : 41,7 Mb
Release : 2015-10-02
Category : Computers
ISBN : 9783319245607

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Proceedings of the 10th International Symposium on Computer Science in Sports (ISCSS) by Paul Chung,Andrea Soltoggio,Christian W. Dawson,Qinggang Meng,Matthew Pain Pdf

This book presents the main scientific results of the 10th International Symposium of Computer Science in Sport (IACSS/ISCSS 2015), sponsored by the International Association of Computer Science in Sport in collaboration with the International Society of Sport Psychology (ISSP), which took place between September 9-11, 2015 at Loughborough, UK. This proceedings aims to build a link between computer science and sport, and reports on results from applying computer science techniques to address a wide number of problems in sport and exercise sciences. It provides a good platform and opportunity for researchers in both computer science and sport to understand and discuss ideas and promote cross-disciplinary research. The strictly reviewed and carefully revised papers cover the following topics:Modelling and Analysis, Artificial Intelligence in Sport, Virtual Reality in Sport, Neural Cognitive Training, IT Systems for Sport, Sensing Technologies and Image Processing.

Computer Vision - ACCV 2014 Workshops

C. V. Jawahar,Shiguang Shan

Author : C. V. Jawahar,Shiguang Shan
Publisher : Springer
Page : 716 pages
File Size : 40,8 Mb
Release : 2015-04-11
Category : Computers
ISBN : 9783319166346

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Computer Vision - ACCV 2014 Workshops by C. V. Jawahar,Shiguang Shan Pdf

The three-volume set, consisting of LNCS 9008, 9009, and 9010, contains carefully reviewed and selected papers presented at 15 workshops held in conjunction with the 12th Asian Conference on Computer Vision, ACCV 2014, in Singapore, in November 2014. The 153 full papers presented were selected from numerous submissions. LNCS 9008 contains the papers selected for the Workshop on Human Gait and Action Analysis in the Wild, the Second International Workshop on Big Data in 3D Computer Vision, the Workshop on Deep Learning on Visual Data, the Workshop on Scene Understanding for Autonomous Systems, and the Workshop on Robust Local Descriptors for Computer Vision. LNCS 9009 contains the papers selected for the Workshop on Emerging Topics on Image Restoration and Enhancement, the First International Workshop on Robust Reading, the Second Workshop on User-Centred Computer Vision, the International Workshop on Video Segmentation in Computer Vision, the Workshop: My Car Has Eyes: Intelligent Vehicle with Vision Technology, the Third Workshop on E-Heritage, and the Workshop on Computer Vision for Affective Computing. LNCS 9010 contains the papers selected for the Workshop on Feature and Similarity for Computer Vision, the Third International Workshop on Intelligent Mobile and Egocentric Vision, and the Workshop on Human Identification for Surveillance.

Computer Vision, Imaging and Computer Graphics Theory and Applications

José Braz,Julien Pettré,Paul Richard,Andreas Kerren,Lars Linsen,Sebastiano Battiato,Francisco Imai

Author : José Braz,Julien Pettré,Paul Richard,Andreas Kerren,Lars Linsen,Sebastiano Battiato,Francisco Imai
Publisher : Springer
Page : 474 pages
File Size : 45,9 Mb
Release : 2016-02-11
Category : Computers
ISBN : 9783319299716

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Computer Vision, Imaging and Computer Graphics Theory and Applications by José Braz,Julien Pettré,Paul Richard,Andreas Kerren,Lars Linsen,Sebastiano Battiato,Francisco Imai Pdf

This book constitutes thoroughly revised and selected papers from the 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2015, held in Berlin, Germany, in March 2015. VISIGRAPP comprises GRAPP, International Conference on Computer Graphics Theory and Applications; IVAPP, International Conference on Information Visualization Theory and Applications; and VISAPP, International Conference on Computer Vision Theory and Applications. The 23 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 529 submissions. The book also contains one invited talk in full-paper length. The regular papers were organized in topical sections named: computer graphics theory and applications; information visualization theory and applications; and computer vision theory and applications.

Computer Vision -- ECCV 2012. Workshops and Demonstrations

Andrea Fusiello,Vittorio Murino,Rita Cucchiara

Author : Andrea Fusiello,Vittorio Murino,Rita Cucchiara
Publisher : Springer
Page : 611 pages
File Size : 43,7 Mb
Release : 2012-09-26
Category : Computers
ISBN : 9783642338632

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Computer Vision -- ECCV 2012. Workshops and Demonstrations by Andrea Fusiello,Vittorio Murino,Rita Cucchiara Pdf

The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012. The total of 179 workshop papers and 23 demonstration papers was carefully reviewed and selected for inclusion in the proceedings. They where held at workshops with the following themes: non-rigid shape analysis and deformable image alignment; visual analysis and geo-localization of large-scale imagery; Web-scale vision and social media; video event categorization, tagging and retrieval; re-identification; biological and computer vision interfaces; where computer vision meets art; consumer depth cameras for computer vision; unsolved problems in optical flow and stereo estimation; what's in a face?; color and photometry in computer vision; computer vision in vehicle technology: from earth to mars; parts and attributes; analysis and retrieval of tracked events and motion in imagery streams; action recognition and pose estimation in still images; higher-order models and global constraints in computer vision; information fusion in computer vision for concept recognition; 2.5D sensing technologies in motion: the quest for 3D; benchmarking facial image analysis technologies.

Consumer Depth Cameras For Computer Vision

Consumer Depth Cameras for Computer Vision by Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige Pdf

Consumer Depth Cameras for Computer Vision by Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige Pdf

Time-of-Flight and Structured Light Depth Cameras by Pietro Zanuttigh,Giulio Marin,Carlo Dal Mutto,Fabio Dominio,Ludovico Minto,Guido Maria Cortelazzo Pdf

Computer Vision – ECCV 2018 by Vittorio Ferrari,Martial Hebert,Cristian Sminchisescu,Yair Weiss Pdf

Computer Vision -- ECCV 2012. Workshops and Demonstrations by Andrea Fusiello,Vittorio Murino,Rita Cucchiara Pdf

Human Action Recognition with Depth Cameras by Jiang Wang,Zicheng Liu,Ying Wu Pdf

Computer Vision -- ECCV 2012. Workshops and Demonstrations by Andrea Fusiello,Vittorio Murino,Rita Cucchiara Pdf

Computer Vision and Machine Learning with RGB-D Sensors by Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang Pdf

Computer Vision - ECCV 2014 Workshops by Lourdes Agapito,Michael M. Bronstein,Carsten Rother Pdf

Computer Vision and Machine Learning with RGB-D Sensors by Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang Pdf

Computer Vision – ECCV 2016 Workshops by Gang Hua,Hervé Jégou Pdf

Proceedings of the 10th International Symposium on Computer Science in Sports (ISCSS) by Paul Chung,Andrea Soltoggio,Christian W. Dawson,Qinggang Meng,Matthew Pain Pdf

Computer Vision - ACCV 2014 Workshops by C. V. Jawahar,Shiguang Shan Pdf

Computer Vision, Imaging and Computer Graphics Theory and Applications by José Braz,Julien Pettré,Paul Richard,Andreas Kerren,Lars Linsen,Sebastiano Battiato,Francisco Imai Pdf

Computer Vision -- ECCV 2012. Workshops and Demonstrations by Andrea Fusiello,Vittorio Murino,Rita Cucchiara Pdf

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