Vision Based Online Human Tracking Using Dynamic Object Model

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Vision Based Online Human Tracking Using Dynamic Object Model

Author : Anshul Pareek
Publisher : Mohammed Abdul Sattar
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.2/5 (23 download)

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Book Synopsis Vision Based Online Human Tracking Using Dynamic Object Model by : Anshul Pareek

Download or read book Vision Based Online Human Tracking Using Dynamic Object Model written by Anshul Pareek and published by Mohammed Abdul Sattar. This book was released on 2023-09-25 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are countless objects present in our surrounding environment with their impressions. Vision can be better explained as a way to understand the environment that surrounds us. Even after decades, the exact working of the visual system is a mystery for the scientist involved in its investigation. When eye based vision in living creatures is replaced by computational instruments it is defined as computer vision. In other words, computer vision is artificial mimicry of vision in living creatures, where digital images and videos which are captured by cameras are further analyzed by computers obtaining an optimum level of understanding from it. Human/object tracking when done on an array of frames is an operation of tracking any mobile target object over a span of time with the help of any mobile or immobile camera. It has been a critical issue in the arena of computer vision as it is used in a number of application fields like security, surveillance, human-computer interaction, augmented reality, video communication, and compression, medical imaging, traffic control, video editing, and assistive robotics . This is a highly studied problem and remains to be a complex problem to solve. In object tracking in any given video, the major task is to trace the target object in upcoming video frames. Object tracking is a principal segment of human-computer interaction in a real-time environment, where the computer obtains a finer model of a real-time world. For example, when autonomous vehicles are talked about, a human being cannot transmit the exact state of surroundings precisely and speedily enough. The wide-ranging scope of the application review the significance of dependable, exact, and efficacious object tracking. To obtain an effective tracking the two most important parameters to be included are first, selection of the model and secondly, the tracking method worthy for the task. The fundamental necessities of any tracking structure are first, a robust system, secondly, an adaptive system, and lastly, real-time processing requirement . The famous state-of-art tracking strategies are Interest point-based tracking, multiple hypothesis tracking, kernel-based tracking, and optical flow-based tracking . This area has observed a remarkable elevation due to available low cost, advanced technology cameras, and low computing complexity, corresponding to the inclination of ingenious approaches for image and video processing. Excellent reviews on the state-of- art techniques in this area have been provided in

Multimodal Technologies for Perception of Humans

Author : Rainer Stiefelhagen
Publisher : Springer
ISBN 13 : 3540695680
Total Pages : 370 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Multimodal Technologies for Perception of Humans by : Rainer Stiefelhagen

Download or read book Multimodal Technologies for Perception of Humans written by Rainer Stiefelhagen and published by Springer. This book was released on 2007-05-18 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the First International CLEAR 2006 Evaluation Campaign and Workshop on Classification of Events, Activities and Relationships for evaluation of multimodal technologies for the perception of humans, their activities and interactions. The workshop was held in the UK in April 2006. The papers were carefully reviewed and selected for inclusion in the book.

Information Extraction and Object Tracking in Digital Video

Author :
Publisher : BoD – Books on Demand
ISBN 13 : 1839694602
Total Pages : 212 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Information Extraction and Object Tracking in Digital Video by :

Download or read book Information Extraction and Object Tracking in Digital Video written by and published by BoD – Books on Demand. This book was released on 2022-08-17 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research on computer vision systems has been increasing every day and has led to the design of multiple types of these systems with innumerous applications in our daily life. The recent advances in artificial intelligence, together with the huge amount of digital visual data now available, have boosted vision system performance in several ways. Information extraction and visual object tracking are essential tasks in the field of computer vision with a huge number of real-world applications.This book is a result of research done by several researchers and professionals who have highly contributed to the field of image processing. It contains eight chapters divided into three sections. Section 1 consists of four chapters focusing on the problem of visual tracking. Section 2 includes three chapters focusing on information extraction from images. Finally, Section 3 includes one chapter that presents new advances in image sensors.

Machine Learning for Vision-Based Motion Analysis

Author : Liang Wang
Publisher : Springer Science & Business Media
ISBN 13 : 0857290576
Total Pages : 377 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Machine Learning for Vision-Based Motion Analysis by : Liang Wang

Download or read book Machine Learning for Vision-Based Motion Analysis written by Liang Wang and published by Springer Science & Business Media. This book was released on 2010-11-18 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Techniques of vision-based motion analysis aim to detect, track, identify, and generally understand the behavior of objects in image sequences. With the growth of video data in a wide range of applications from visual surveillance to human-machine interfaces, the ability to automatically analyze and understand object motions from video footage is of increasing importance. Among the latest developments in this field is the application of statistical machine learning algorithms for object tracking, activity modeling, and recognition. Developed from expert contributions to the first and second International Workshop on Machine Learning for Vision-Based Motion Analysis, this important text/reference highlights the latest algorithms and systems for robust and effective vision-based motion understanding from a machine learning perspective. Highlighting the benefits of collaboration between the communities of object motion understanding and machine learning, the book discusses the most active forefronts of research, including current challenges and potential future directions. Topics and features: provides a comprehensive review of the latest developments in vision-based motion analysis, presenting numerous case studies on state-of-the-art learning algorithms; examines algorithms for clustering and segmentation, and manifold learning for dynamical models; describes the theory behind mixed-state statistical models, with a focus on mixed-state Markov models that take into account spatial and temporal interaction; discusses object tracking in surveillance image streams, discriminative multiple target tracking, and guidewire tracking in fluoroscopy; explores issues of modeling for saliency detection, human gait modeling, modeling of extremely crowded scenes, and behavior modeling from video surveillance data; investigates methods for automatic recognition of gestures in Sign Language, and human action recognition from small training sets. Researchers, professional engineers, and graduate students in computer vision, pattern recognition and machine learning, will all find this text an accessible survey of machine learning techniques for vision-based motion analysis. The book will also be of interest to all who work with specific vision applications, such as surveillance, sport event analysis, healthcare, video conferencing, and motion video indexing and retrieval.

Artificial Intelligence for Smart Healthcare

Author : Parul Agarwal
Publisher : Springer Nature
ISBN 13 : 3031236025
Total Pages : 527 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Artificial Intelligence for Smart Healthcare by : Parul Agarwal

Download or read book Artificial Intelligence for Smart Healthcare written by Parul Agarwal and published by Springer Nature. This book was released on 2023-06-09 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides information on interdependencies of medicine and telecommunications engineering and how the two must rely on each other to effectively function in this era. The book discusses new techniques for medical service improvisation such as clear-cut views on medical technologies. The authors provide chapters on communication essentiality in healthcare, processing of medical amenities using medical images, the importance of data and information technology in medicine, and machine learning and artificial intelligence in healthcare. Authors include researchers, academics, and professionals in the field.

Intelligent Control of Robotic Systems

Author : Laxmidhar Behera
Publisher : CRC Press
ISBN 13 : 0429944004
Total Pages : 634 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Intelligent Control of Robotic Systems by : Laxmidhar Behera

Download or read book Intelligent Control of Robotic Systems written by Laxmidhar Behera and published by CRC Press. This book was released on 2020-04-07 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book illustrates basic principles, along with the development of the advanced algorithms, to realize smart robotic systems. It speaks to strategies by which a robot (manipulators, mobile robot, quadrotor) can learn its own kinematics and dynamics from data. In this context, two major issues have been dealt with; namely, stability of the systems and experimental validations. Learning algorithms and techniques as covered in this book easily extend to other robotic systems as well. The book contains MATLAB- based examples and c-codes under robot operating systems (ROS) for experimental validation so that readers can replicate these algorithms in robotics platforms.

Visual Analysis of Humans

Author : Thomas B. Moeslund
Publisher : Springer Science & Business Media
ISBN 13 : 0857299972
Total Pages : 633 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Visual Analysis of Humans by : Thomas B. Moeslund

Download or read book Visual Analysis of Humans written by Thomas B. Moeslund and published by Springer Science & Business Media. This book was released on 2011-10-08 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique text/reference provides a coherent and comprehensive overview of all aspects of video analysis of humans. Broad in coverage and accessible in style, the text presents original perspectives collected from preeminent researchers gathered from across the world. In addition to presenting state-of-the-art research, the book reviews the historical origins of the different existing methods, and predicts future trends and challenges. Features: with a Foreword by Professor Larry Davis; contains contributions from an international selection of leading authorities in the field; includes an extensive glossary; discusses the problems associated with detecting and tracking people through camera networks; examines topics related to determining the time-varying 3D pose of a person from video; investigates the representation and recognition of human and vehicular actions; reviews the most important applications of activity recognition, from biometrics and surveillance, to sports and driver assistance.

Vision, Modeling, and Visualization 2002

Author : Günther Greiner
Publisher : IOS Press
ISBN 13 : 9783898380348
Total Pages : 548 pages
Book Rating : 4.3/5 (83 download)

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Book Synopsis Vision, Modeling, and Visualization 2002 by : Günther Greiner

Download or read book Vision, Modeling, and Visualization 2002 written by Günther Greiner and published by IOS Press. This book was released on 2002 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of International Conference on Artificial Intelligence and Applications

Author : Poonam Bansal
Publisher : Springer Nature
ISBN 13 : 9811549923
Total Pages : 604 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Proceedings of International Conference on Artificial Intelligence and Applications by : Poonam Bansal

Download or read book Proceedings of International Conference on Artificial Intelligence and Applications written by Poonam Bansal and published by Springer Nature. This book was released on 2020-07-01 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers high-quality papers presented at the International Conference on Artificial Intelligence and Applications (ICAIA 2020), held at Maharaja Surajmal Institute of Technology, New Delhi, India, on 6–7 February 2020. The book covers areas such as artificial neural networks, fuzzy systems, computational optimization technologies and machine learning.

Advances in Image and Video Technology

Author : Yo-Sung Ho
Publisher : Springer
ISBN 13 : 3642253679
Total Pages : 438 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Advances in Image and Video Technology by : Yo-Sung Ho

Download or read book Advances in Image and Video Technology written by Yo-Sung Ho and published by Springer. This book was released on 2011-11-21 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume proceedings LNCS 7087 + LNCS 7088 constitute the proceedings of the 5th Pacific Rim Symposium on Image and Video Technology, PSIVT 2011, held in Gwangju, Korea, in November 2011. The total of 71 revised papers was carefully reviewed and selected from 168 submissions. The topics covered are: image/video coding and transmission; image/video processing and analysis; imaging and graphics hardware and visualization; image/video retrieval and scene understanding; biomedical image processing and analysis; biometrics and image forensics; and computer vision applications.

Advances in Multimedia Modeling

Author : Shipeng Li
Publisher : Springer
ISBN 13 : 3642357253
Total Pages : 591 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Multimedia Modeling by : Shipeng Li

Download or read book Advances in Multimedia Modeling written by Shipeng Li and published by Springer. This book was released on 2013-01-05 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 7732 and 7733 constitutes the thoroughly refereed proceedings of the 19th International Conference on Multimedia Modeling, MMM 2012, held in Huangshan, China, in January 2013. The 30 revised regular papers, 46 special session papers, 20 poster session papers, and 15 demo session papers, and 6 video browser showdown were carefully reviewed and selected from numeroues submissions. The two volumes contain papers presented in the topical sections on multimedia annotation I and II, interactive and mobile multimedia, classification, recognition and tracking I and II, ranking in search, multimedia representation, multimedia systems, poster papers, special session papers, demo session papers, and video browser showdown.

Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things

Author : Pankaj Bhambri
Publisher : CRC Press
ISBN 13 : 1003828965
Total Pages : 350 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things by : Pankaj Bhambri

Download or read book Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things written by Pankaj Bhambri and published by CRC Press. This book was released on 2023-12-22 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things describes how AI techniques, such as deep learning, cognitive computing, and Machine Learning, can be used to analyze massive volumes of data produced by IoT devices in manufacturing environments. The potential benefits and challenges associated with the integration of AI and IoT in industrial environments are explored throughout the book as the authors delve into various aspects of the integration process. The role of IoT-enabled sensors, actuators, and smart devices in capturing real-time data from manufacturing processes, supply chains, and equipment is discussed along with how data can be processed and analyzed using AI algorithms to derive actionable insights, optimize production, improve quality control, and enhance overall operational efficiency. A valuable resource for researchers, practitioners, and professionals involved in the fields of AI, IoT, manufacturing systems, and industrial engineering, and combines theoretical foundations, practical applications, and case studies.

Probabilistic Graphical Models for Computer Vision.

Author : Qiang Ji
Publisher : Academic Press
ISBN 13 : 0128034955
Total Pages : 322 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Probabilistic Graphical Models for Computer Vision. by : Qiang Ji

Download or read book Probabilistic Graphical Models for Computer Vision. written by Qiang Ji and published by Academic Press. This book was released on 2019-12-12 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probabilistic Graphical Models for Computer Vision introduces probabilistic graphical models (PGMs) for computer vision problems and teaches how to develop the PGM model from training data. This book discusses PGMs and their significance in the context of solving computer vision problems, giving the basic concepts, definitions and properties. It also provides a comprehensive introduction to well-established theories for different types of PGMs, including both directed and undirected PGMs, such as Bayesian Networks, Markov Networks and their variants. - Discusses PGM theories and techniques with computer vision examples - Focuses on well-established PGM theories that are accompanied by corresponding pseudocode for computer vision - Includes an extensive list of references, online resources and a list of publicly available and commercial software - Covers computer vision tasks, including feature extraction and image segmentation, object and facial recognition, human activity recognition, object tracking and 3D reconstruction

Pattern Recognition and Computer Vision

Author : Jian-Huang Lai
Publisher : Springer
ISBN 13 : 3030033414
Total Pages : 445 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Pattern Recognition and Computer Vision by : Jian-Huang Lai

Download or read book Pattern Recognition and Computer Vision written by Jian-Huang Lai and published by Springer. This book was released on 2018-11-01 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 11256, 11257, 11258, and 11259 constitutes the refereed proceedings of the First Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2018, held in Guangzhou, China, in November 2018. The 179 revised full papers presented were carefully reviewed and selected from 399 submissions. The papers have been organized in the following topical sections: Part I: Biometrics, Computer Vision Application. Part II: Deep Learning. Part III: Document Analysis, Face Recognition and Analysis, Feature Extraction and Selection, Machine Learning. Part IV: Object Detection and Tracking, Performance Evaluation and Database, Remote Sensing.

Computer Vision

Author : Jinfeng Yang
Publisher : Springer
ISBN 13 : 981107299X
Total Pages : 787 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Computer Vision by : Jinfeng Yang

Download or read book Computer Vision written by Jinfeng Yang and published by Springer. This book was released on 2017-11-29 with total page 787 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three volume set, CCIS 771, 772, 773, constitutes the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2017, held in Tianjin, China, in October 2017. The total of 174 revised full papers presented in three volumes were carefully reviewed and selected from 465 submissions. The papers are organized in the following topical sections: biological vision inspired visual method; biomedical image analysis; computer vision applications; deep neural network; face and posture analysis; image and video retrieval; image color and texture; image composition; image quality assessment and analysis; image restoration; image segmentation and classification; image-based modeling; object detection and classification; object identification; photography and video; robot vision; shape representation and matching; statistical methods and learning; video analysis and event recognition; visual salient detection.

Data Science Analytics and Applications

Author : Shriram R
Publisher : Springer
ISBN 13 : 9811086036
Total Pages : 223 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Data Science Analytics and Applications by : Shriram R

Download or read book Data Science Analytics and Applications written by Shriram R and published by Springer. This book was released on 2018-02-23 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Data Science Analytics and Applications, DaSAA 2017, held in Chennai, India, in January 2017. The 16 revised full papers and 4 revised short papers presented were carefully reviewed and selected from 77 submissions. The papers address issues such as data analytics, data mining, cloud computing, machine learning, text classification and analysis, information retrieval, DSS, security, image and video processing.

RiTA 2020

Author : Esyin Chew
Publisher : Springer Nature
ISBN 13 : 9811648034
Total Pages : 443 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis RiTA 2020 by : Esyin Chew

Download or read book RiTA 2020 written by Esyin Chew and published by Springer Nature. This book was released on 2021-09-05 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the Proceedings of the 8th International Conference on Robot Intelligence Technology and Applications (RITA 2020). The areas covered include: Instrumentation and Control, Automation, Autonomous Systems, Biomechatronics and Rehabilitation Engineering, Intelligent Systems, Machine Learning, Mobile Robotics, Social Robotics and Humanoid Robotics, Sensors and Actuators, and Machine Vision, as well as Signal and Image Processing. As a valuable asset, the book offers researchers and practitioners a timely overview of the latest advances in robot intelligence technology and its applications.