Human Re Identification

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Human Re-Identification

Ziyan Wu
Human Re Identification Book PDF

Author : Ziyan Wu
Publisher : Springer
Page : 104 pages
File Size : 49,7 Mb
Release : 2016-09-08
Category : Computers
ISBN : 9783319409917

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Human Re-Identification by Ziyan Wu Pdf

This book covers aspects of human re-identification problems related to computer vision and machine learning. Working from a practical perspective, it introduces novel algorithms and designs for human re-identification that bridge the gap between research and reality. The primary focus is on building a robust, reliable, distributed and scalable smart surveillance system that can be deployed in real-world scenarios. This book also includes detailed discussions on pedestrian candidates detection, discriminative feature extraction and selection, dimension reduction, distance/metric learning, and decision/ranking enhancement.This book is intended for professionals and researchers working in computer vision and machine learning. Advanced-level students of computer science will also find the content valuable.

2021 International Conference on Intelligent Technologies (CONIT)

IEEE Staff
2021 International Conference on Intelligent Technologies CONIT Book PDF

Author : IEEE Staff
Publisher : Unknown
Page : 128 pages
File Size : 55,5 Mb
Release : 2021-06-25
Category : Electronic
ISBN : 172818584X

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2021 International Conference on Intelligent Technologies (CONIT) by IEEE Staff Pdf

The scope of the conference include, but not limited to, the following Aerospace Technology Antenna & Microwave Biomedical Engineering Circuits and Systems Machine Learning, Cloud and Data Analytics Computer Architecture & Systems Devices, Materials & Processing Disasters and Humanitarian Technology Engineering Management Engineering Education Marine and Offshore Engineering Multimedia Engineering Photonics Power & Energy Robotics, Control Systems & Theory Signal and Image Processing Software & Database Systems Social Implications of Technology Wireless Communications & Networks

Person Re-Identification

Shaogang Gong,Marco Cristani,Shuicheng Yan,Chen Change Loy
Person Re Identification Book PDF

Author : Shaogang Gong,Marco Cristani,Shuicheng Yan,Chen Change Loy
Publisher : Springer Science & Business Media
Page : 446 pages
File Size : 50,5 Mb
Release : 2014-01-03
Category : Computers
ISBN : 9781447162964

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Person Re-Identification by Shaogang Gong,Marco Cristani,Shuicheng Yan,Chen Change Loy Pdf

The first book of its kind dedicated to the challenge of person re-identification, this text provides an in-depth, multidisciplinary discussion of recent developments and state-of-the-art methods. Features: introduces examples of robust feature representations, reviews salient feature weighting and selection mechanisms and examines the benefits of semantic attributes; describes how to segregate meaningful body parts from background clutter; examines the use of 3D depth images and contextual constraints derived from the visual appearance of a group; reviews approaches to feature transfer function and distance metric learning and discusses potential solutions to issues of data scalability and identity inference; investigates the limitations of existing benchmark datasets, presents strategies for camera topology inference and describes techniques for improving post-rank search efficiency; explores the design rationale and implementation considerations of building a practical re-identification system.

Computer Vision -- ECCV 2014

David Fleet,Tomas Pajdla,Bernt Schiele,Tinne Tuytelaars
Computer Vision ECCV 2014 Book PDF

Author : David Fleet,Tomas Pajdla,Bernt Schiele,Tinne Tuytelaars
Publisher : Springer
Page : 632 pages
File Size : 51,9 Mb
Release : 2014-09-22
Category : Computers
ISBN : 3319105833

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Computer Vision -- ECCV 2014 by David Fleet,Tomas Pajdla,Bernt Schiele,Tinne Tuytelaars Pdf

The seven-volume set comprising LNCS volumes 8689-8695 constitutes the refereed proceedings of the 13th European Conference on Computer Vision, ECCV 2014, held in Zurich, Switzerland, in September 2014. The 363 revised papers presented were carefully reviewed and selected from 1444 submissions. The papers are organized in topical sections on tracking and activity recognition; recognition; learning and inference; structure from motion and feature matching; computational photography and low-level vision; vision; segmentation and saliency; context and 3D scenes; motion and 3D scene analysis; and poster sessions.

Computer Vision -- ACCV 2012

Kyoung Mu Lee,Yasuyuki Matsushita,James M. Rehg,Zhanyi Hu
Computer Vision ACCV 2012 Book PDF

Author : Kyoung Mu Lee,Yasuyuki Matsushita,James M. Rehg,Zhanyi Hu
Publisher : Springer
Page : 0 pages
File Size : 45,7 Mb
Release : 2013-04-04
Category : Computers
ISBN : 3642373305

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Computer Vision -- ACCV 2012 by Kyoung Mu Lee,Yasuyuki Matsushita,James M. Rehg,Zhanyi Hu Pdf

The four-volume set LNCS 7724--7727 constitutes the thoroughly refereed post-conference proceedings of the 11th Asian Conference on Computer Vision, ACCV 2012, held in Daejeon, Korea, in November 2012. The total of 226 contributions presented in these volumes was carefully reviewed and selected from 869 submissions. The papers are organized in topical sections on object detection, learning and matching; object recognition; feature, representation, and recognition; segmentation, grouping, and classification; image representation; image and video retrieval and medical image analysis; face and gesture analysis and recognition; optical flow and tracking; motion, tracking, and computational photography; video analysis and action recognition; shape reconstruction and optimization; shape from X and photometry; applications of computer vision; low-level vision and applications of computer vision.

Mining Intelligence and Knowledge Exploration

Richard Chbeir,Yannis Manolopoulos,Rajendra Prasath
Mining Intelligence and Knowledge Exploration Book PDF

Author : Richard Chbeir,Yannis Manolopoulos,Rajendra Prasath
Publisher : Springer Nature
Page : 248 pages
File Size : 51,7 Mb
Release : 2022-12-14
Category : Computers
ISBN : 9783031215179

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Mining Intelligence and Knowledge Exploration by Richard Chbeir,Yannis Manolopoulos,Rajendra Prasath Pdf

This book constitutes revised selected papers from the refereed proceedings of the 9th International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2021, which took place in Hammamet, Tunisia, in November 2021. The 22 full papers included in this book were carefully reviewed and selected from 61 submissions. They deal with topics such as evolutionary computation, knowledge exploration in IoT, artificial intelligence, machine learning, data mining and information retrieval, medical image analysis, pattern recognition and computer vision, speech / signal processing, text mining and natural language processing, intelligent security systems, Smart and Intelligent Systems, etc.

Visual Object Tracking with Deep Neural Networks

Pier Luigi Mazzeo,Srinivasan Ramakrishnan,Paolo Spagnolo
Visual Object Tracking with Deep Neural Networks Book PDF

Author : Pier Luigi Mazzeo,Srinivasan Ramakrishnan,Paolo Spagnolo
Publisher : BoD – Books on Demand
Page : 208 pages
File Size : 52,9 Mb
Release : 2019-12-18
Category : Computers
ISBN : 9781789851571

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Visual Object Tracking with Deep Neural Networks by Pier Luigi Mazzeo,Srinivasan Ramakrishnan,Paolo Spagnolo Pdf

Visual object tracking (VOT) and face recognition (FR) are essential tasks in computer vision with various real-world applications including human-computer interaction, autonomous vehicles, robotics, motion-based recognition, video indexing, surveillance and security. This book presents the state-of-the-art and new algorithms, methods, and systems of these research fields by using deep learning. It is organized into nine chapters across three sections. Section I discusses object detection and tracking ideas and algorithms; Section II examines applications based on re-identification challenges; and Section III presents applications based on FR research.

Person Re-Identification with Limited Supervision

Rameswar Panda,Amit K. Roy-Chowdhury
Person Re Identification with Limited Supervision Book PDF

Author : Rameswar Panda,Amit K. Roy-Chowdhury
Publisher : Springer Nature
Page : 86 pages
File Size : 42,9 Mb
Release : 2022-06-01
Category : Computers
ISBN : 9783031018251

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Person Re-Identification with Limited Supervision by Rameswar Panda,Amit K. Roy-Chowdhury Pdf

Person re-identification is the problem of associating observations of targets in different non-overlapping cameras. Most of the existing learning-based methods have resulted in improved performance on standard re-identification benchmarks, but at the cost of time-consuming and tediously labeled data. Motivated by this, learning person re-identification models with limited to no supervision has drawn a great deal of attention in recent years. In this book, we provide an overview of some of the literature in person re-identification, and then move on to focus on some specific problems in the context of person re-identification with limited supervision in multi-camera environments. We expect this to lead to interesting problems for researchers to consider in the future, beyond the conventional fully supervised setup that has been the framework for a lot of work in person re-identification. Chapter 1 starts with an overview of the problems in person re-identification and the major research directions. We provide an overview of the prior works that align most closely with the limited supervision theme of this book. Chapter 2 demonstrates how global camera network constraints in the form of consistency can be utilized for improving the accuracy of camera pair-wise person re-identification models and also selecting a minimal subset of image pairs for labeling without compromising accuracy. Chapter 3 presents two methods that hold the potential for developing highly scalable systems for video person re-identification with limited supervision. In the one-shot setting where only one tracklet per identity is labeled, the objective is to utilize this small labeled set along with a larger unlabeled set of tracklets to obtain a re-identification model. Another setting is completely unsupervised without requiring any identity labels. The temporal consistency in the videos allows us to infer about matching objects across the cameras with higher confidence, even with limited to no supervision. Chapter 4 investigates person re-identification in dynamic camera networks. Specifically, we consider a novel problem that has received very little attention in the community but is critically important for many applications where a new camera is added to an existing group observing a set of targets. We propose two possible solutions for on-boarding new camera(s) dynamically to an existing network using transfer learning with limited additional supervision. Finally, Chapter 5 concludes the book by highlighting the major directions for future research.

Computer Vision – ECCV 2016

Bastian Leibe,Jiri Matas,Nicu Sebe,Max Welling
Computer Vision ECCV 2016 Book PDF

Author : Bastian Leibe,Jiri Matas,Nicu Sebe,Max Welling
Publisher : Springer
Page : 887 pages
File Size : 45,6 Mb
Release : 2016-09-16
Category : Computers
ISBN : 9783319464756

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Computer Vision – ECCV 2016 by Bastian Leibe,Jiri Matas,Nicu Sebe,Max Welling Pdf

The eight-volume set comprising LNCS volumes 9905-9912 constitutes the refereed proceedings of the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. The 415 revised papers presented were carefully reviewed and selected from 1480 submissions. The papers cover all aspects of computer vision and pattern recognition such as 3D computer vision; computational photography, sensing and display; face and gesture; low-level vision and image processing; motion and tracking; optimization methods; physics-based vision, photometry and shape-from-X; recognition: detection, categorization, indexing, matching; segmentation, grouping and shape representation; statistical methods and learning; video: events, activities and surveillance; applications. They are organized in topical sections on detection, recognition and retrieval; scene understanding; optimization; image and video processing; learning; action activity and tracking; 3D; and 9 poster sessions.

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Eduardo Bayro-Corrochano,Edwin Hancock
Progress in Pattern Recognition Image Analysis Computer Vision and Applications Book PDF

Author : Eduardo Bayro-Corrochano,Edwin Hancock
Publisher : Springer
Page : 1071 pages
File Size : 42,6 Mb
Release : 2014-10-23
Category : Computers
ISBN : 9783319125688

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by Eduardo Bayro-Corrochano,Edwin Hancock Pdf

This book constitutes the refereed proceedings of the 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, held in Puerto Vallarta, Jalisco, Mexico, in November 2014. The 115 papers presented were carefully reviewed and selected from 160 submissions. The papers are organized in topical sections on image coding, processing and analysis; segmentation, analysis of shape and texture; analysis of signal, speech and language; document processing and recognition; feature extraction, clustering and classification; pattern recognition and machine learning; neural networks for pattern recognition; computer vision and robot vision; video segmentation and tracking.

Computer Vision – ECCV 2016

Bastian Leibe,Jiri Matas,Nicu Sebe,Max Welling
Computer Vision ECCV 2016 Book PDF

Author : Bastian Leibe,Jiri Matas,Nicu Sebe,Max Welling
Publisher : Springer
Page : 881 pages
File Size : 42,8 Mb
Release : 2016-09-16
Category : Computers
ISBN : 9783319464930

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Computer Vision – ECCV 2016 by Bastian Leibe,Jiri Matas,Nicu Sebe,Max Welling Pdf

The eight-volume set comprising LNCS volumes 9905-9912 constitutes the refereed proceedings of the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. The 415 revised papers presented were carefully reviewed and selected from 1480 submissions. The papers cover all aspects of computer vision and pattern recognition such as 3D computer vision; computational photography, sensing and display; face and gesture; low-level vision and image processing; motion and tracking; optimization methods; physicsbased vision, photometry and shape-from-X; recognition: detection, categorization, indexing, matching; segmentation, grouping and shape representation; statistical methods and learning; video: events, activities and surveillance; applications. They are organized in topical sections on detection, recognition and retrieval; scene understanding; optimization; image and video processing; learning; action activity and tracking; 3D; and 9 poster sessions.

Computer Vision – ACCV 2018

C. V. Jawahar,Hongdong Li,Greg Mori,Konrad Schindler
Computer Vision ACCV 2018 Book PDF

Author : C. V. Jawahar,Hongdong Li,Greg Mori,Konrad Schindler
Publisher : Springer
Page : 715 pages
File Size : 41,7 Mb
Release : 2019-06-01
Category : Computers
ISBN : 9783030208905

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Computer Vision – ACCV 2018 by C. V. Jawahar,Hongdong Li,Greg Mori,Konrad Schindler Pdf

The six volume set LNCS 11361-11366 constitutes the proceedings of the 14th Asian Conference on Computer Vision, ACCV 2018, held in Perth, Australia, in December 2018. The total of 274 contributions was carefully reviewed and selected from 979 submissions during two rounds of reviewing and improvement. The papers focus on motion and tracking, segmentation and grouping, image-based modeling, dep learning, object recognition object recognition, object detection and categorization, vision and language, video analysis and event recognition, face and gesture analysis, statistical methods and learning, performance evaluation, medical image analysis, document analysis, optimization methods, RGBD and depth camera processing, robotic vision, applications of computer vision.

Intelligent Computing Theories and Application

De-Shuang Huang,Vitoantonio Bevilacqua,Prashan Premaratne
Intelligent Computing Theories and Application Book PDF

Author : De-Shuang Huang,Vitoantonio Bevilacqua,Prashan Premaratne
Publisher : Springer
Page : 802 pages
File Size : 52,5 Mb
Release : 2019-07-30
Category : Computers
ISBN : 9783030267636

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Intelligent Computing Theories and Application by De-Shuang Huang,Vitoantonio Bevilacqua,Prashan Premaratne Pdf

This two-volume set of LNCS 11643 and LNCS 11644 constitutes - in conjunction with the volume LNAI 11645 - the refereed proceedings of the 15th International Conference on Intelligent Computing, ICIC 2019, held in Nanchang, China, in August 2019. The 217 full papers of the three proceedings volumes were carefully reviewed and selected from 609 submissions. The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is “Advanced Intelligent Computing Methodologies and Applications.” Papers related to this theme are especially solicited, including theories, methodologies, and applications in science and technology.

Information Privacy in the Evolving Healthcare Environment, 2nd Edition

Linda Koontz
Information Privacy in the Evolving Healthcare Environment 2nd Edition Book PDF

Author : Linda Koontz
Publisher : CRC Press
Page : 186 pages
File Size : 53,8 Mb
Release : 2017-03-16
Category : Medical
ISBN : 9781315303611

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Information Privacy in the Evolving Healthcare Environment, 2nd Edition by Linda Koontz Pdf

Advances in health information technology (health IT) have the potential to improve the quality of healthcare, to increase the availability of health information for treatment, and to implement safeguards that cannot be applied easily or cost-effectively to paper-based health records. However, the digitization of health information is also raising new privacy risks and concerns. Sensitive health information in digital form is more easily aggregated, used, and shared. In addition, the rising cost of healthcare and the search for efficiency may create incentives to use the information in new ways. Research has consistently shown that while the public sees the potential value of health information exchange and technological advancements, it remains gravely concerned about the privacy of their sensitive health information. As a result, it is becoming increasingly clear that ensuring public trust will be critical to the successful implementation of nationwide health information exchange. The purpose of this second edition is two-fold: 1) to educate readers about privacy concepts and 2) highlight key privacy issues facing the nation and the healthcare community as it moves towards electronic health records and health information exchange. The first three chapters are descriptive in nature, defining privacy and distinguishing it from security, defining the complex legal landscape for health information privacy, and setting the stage for the following chapters by describing the current landscape of the evolving healthcare environment. The following chapters discuss specific privacy issues and challenges in detail. The book concludes with a chapter providing a view to the future of healthcare and the association privacy implications. This is an updated version of one of HIMSS’ best-selling books on information privacy.

Information Privacy in the Evolving Healthcare Environment

Linda Koontz
Information Privacy in the Evolving Healthcare Environment Book PDF

Author : Linda Koontz
Publisher : CRC Press
Page : 244 pages
File Size : 50,8 Mb
Release : 2017-03-16
Category : Medical
ISBN : 9781315303628

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Information Privacy in the Evolving Healthcare Environment by Linda Koontz Pdf

Advances in health information technology (health IT) have the potential to improve the quality of healthcare, to increase the availability of health information for treatment, and to implement safeguards that cannot be applied easily or cost-effectively to paper-based health records. However, the digitization of health information is also raising new privacy risks and concerns. Sensitive health information in digital form is more easily aggregated, used, and shared. In addition, the rising cost of healthcare and the search for efficiency may create incentives to use the information in new ways. Research has consistently shown that while the public sees the potential value of health information exchange and technological advancements, it remains gravely concerned about the privacy of their sensitive health information. As a result, it is becoming increasingly clear that ensuring public trust will be critical to the successful implementation of nationwide health information exchange. The purpose of this second edition is two-fold: 1) to educate readers about privacy concepts and 2) highlight key privacy issues facing the nation and the healthcare community as it moves towards electronic health records and health information exchange. The first three chapters are descriptive in nature, defining privacy and distinguishing it from security, defining the complex legal landscape for health information privacy, and setting the stage for the following chapters by describing the current landscape of the evolving healthcare environment. The following chapters discuss specific privacy issues and challenges in detail. The book concludes with a chapter providing a view to the future of healthcare and the association privacy implications. This is an updated version of one of HIMSS’ best-selling books on information privacy.