Automatic Object Detection And Tracking In Video

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Video Analytics for Business Intelligence

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Author : Caifeng Shan
Publisher : Springer Science & Business Media
ISBN 13 : 364228597X
Total Pages : 374 pages
Book Rating : 4.6/5 (422 download)

Book Synopsis Video Analytics for Business Intelligence by : Caifeng Shan

Download or read book Video Analytics for Business Intelligence written by Caifeng Shan and published by Springer Science & Business Media. This book was released on 2012-04-07 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Closed Circuit TeleVision (CCTV) cameras have been increasingly deployed pervasively in public spaces including retail centres and shopping malls. Intelligent video analytics aims to automatically analyze content of massive amount of public space video data and has been one of the most active areas of computer vision research in the last two decades. Current focus of video analytics research has been largely on detecting alarm events and abnormal behaviours for public safety and security applications. However, increasingly CCTV installations have also been exploited for gathering and analyzing business intelligence information, in order to enhance marketing and operational efficiency. For example, in retail environments, surveillance cameras can be utilised to collect statistical information about shopping behaviour and preference for marketing (e.g., how many people entered a shop; how many females/males or which age groups of people showed interests to a particular product; how long did they stay in the shop; and what are the frequent paths), and to measure operational efficiency for improving customer experience. Video analytics has the enormous potential for non-security oriented commercial applications. This book presents the latest developments on video analytics for business intelligence applications. It provides both academic and commercial practitioners an understanding of the state-of-the-art and a resource for potential applications and successful practice.

Moving Object Detection and Segmentation for Remote Aerial Video Surveillance

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Author : Teutsch, Michael
Publisher : KIT Scientific Publishing
ISBN 13 : 3731503204
Total Pages : 242 pages
Book Rating : 4.7/5 (315 download)

Book Synopsis Moving Object Detection and Segmentation for Remote Aerial Video Surveillance by : Teutsch, Michael

Download or read book Moving Object Detection and Segmentation for Remote Aerial Video Surveillance written by Teutsch, Michael and published by KIT Scientific Publishing. This book was released on 2015-03-11 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned Aerial Vehicles (UAVs) equipped with video cameras are a flexible support to ensure civil and military safety and security. In this thesis, a video processing chain is presented for moving object detection in aerial video surveillance. A Track-Before-Detect (TBD) algorithm is applied to detect motion that is independent of the camera motion. Novel robust and fast object detection and segmentation approaches improve the baseline TBD and outperform current state-of-the-art methods.

Computer Vision - ACCV 2006

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Author : P. J. Narayanan
Publisher : Springer Science & Business Media
ISBN 13 : 3540312447
Total Pages : 1005 pages
Book Rating : 4.5/5 (43 download)

Book Synopsis Computer Vision - ACCV 2006 by : P. J. Narayanan

Download or read book Computer Vision - ACCV 2006 written by P. J. Narayanan and published by Springer Science & Business Media. This book was released on 2006 with total page 1005 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Protecting Privacy in Video Surveillance

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Author : Andrew Senior
Publisher : Springer Science & Business Media
ISBN 13 : 1848823010
Total Pages : 213 pages
Book Rating : 4.8/5 (488 download)

Book Synopsis Protecting Privacy in Video Surveillance by : Andrew Senior

Download or read book Protecting Privacy in Video Surveillance written by Andrew Senior and published by Springer Science & Business Media. This book was released on 2009-07-06 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Protecting Privacy in Video Surveillance offers the state of the art from leading researchers and experts in the field. This broad ranging volume discusses the topic from various technical points of view and also examines surveillance from a societal perspective. A comprehensive introduction carefully guides the reader through the collection of cutting-edge research and current thinking. The technical elements of the field feature topics from MERL blind vision, stealth vision and privacy by de-identifying face images, to using mobile communications to assert privacy from video surveillance, and using wearable computing devices for data collection in surveillance environments. Surveillance and society is approached with discussions of security versus privacy, the rise of surveillance, and focusing on social control. This rich array of the current research in the field will be an invaluable reference for researchers, as well as graduate students.

Smart Systems and IoT: Innovations in Computing

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Author : Arun K. Somani
Publisher : Springer Nature
ISBN 13 : 9811384061
Total Pages : 852 pages
Book Rating : 4.8/5 (113 download)

Book Synopsis Smart Systems and IoT: Innovations in Computing by : Arun K. Somani

Download or read book Smart Systems and IoT: Innovations in Computing written by Arun K. Somani and published by Springer Nature. This book was released on 2019-10-26 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book features original papers from the 2nd International Conference on Smart IoT Systems: Innovations and Computing (SSIC 2019), presenting scientific work related to smart solution concepts. It discusses computational collective intelligence, which includes interactions between smart devices, smart environments and smart interactions, as well as information technology support for such areas. It also describes how to successfully approach various government organizations for funding for business and the humanitarian technology development projects. Thanks to the high-quality content and the broad range of the topics covered, the book appeals to researchers pursuing advanced studies.

Moving Object Detection Using Background Subtraction

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Author : Soharab Hossain Shaikh
Publisher : Springer
ISBN 13 : 3319073869
Total Pages : 74 pages
Book Rating : 4.3/5 (19 download)

Book Synopsis Moving Object Detection Using Background Subtraction by : Soharab Hossain Shaikh

Download or read book Moving Object Detection Using Background Subtraction written by Soharab Hossain Shaikh and published by Springer. This book was released on 2014-06-20 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Springer Brief presents a comprehensive survey of the existing methodologies of background subtraction methods. It presents a framework for quantitative performance evaluation of different approaches and summarizes the public databases available for research purposes. This well-known methodology has applications in moving object detection from video captured with a stationery camera, separating foreground and background objects and object classification and recognition. The authors identify common challenges faced by researchers including gradual or sudden illumination change, dynamic backgrounds and shadow and ghost regions. This brief concludes with predictions on the future scope of the methods. Clear and concise, this brief equips readers to determine the most effective background subtraction method for a particular project. It is a useful resource for professionals and researchers working in this field.

Tracking of Moving Objects in Video Sequences

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Author : S R Boselin Prabhu
Publisher : Educreation Publishing
ISBN 13 :
Total Pages : 71 pages
Book Rating : 4./5 ( download)

Book Synopsis Tracking of Moving Objects in Video Sequences by : S R Boselin Prabhu

Download or read book Tracking of Moving Objects in Video Sequences written by S R Boselin Prabhu and published by Educreation Publishing. This book was released on 2018-09-10 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Object tracking could be a terribly difficult task within the presence of variability illumination condition, background motion, complicated object form, partial and full object occlusions. The main intention of an object trailer is to make the path of an object over time by characteristic its position in all frames of the video. This book is intended to educate the researchers in the field of tracking of moving object(s) in a video sequence. This book provides a path for the researchers to identify the works done by others in the same field and thereby to figure out the gap in the current knowledge. This book is organized into three Modules. Module 1 talks about the introduction of object detection and tracking. Module 2 discusses about the various studies of object tracking and motion detection. The views of the various authors about this hot research topic are discussed in this Module and Module 3 gives the conclusion of the entire research review.Object tracking could be a terribly difficult task within the presence of variability illumination condition, background motion, complicated object form, partial and full object occlusions. The main intention of an object trailer is to make the path of an object over time by characteristic its position in all frames of the video. This book is intended to educate the researchers in the field of tracking of moving object(s) in a video sequence. This book provides a path for the researchers to identify the works done by others in the same field and thereby to figure out the gap in the current knowledge. This book is organized into three Modules. Module 1 talks about the introduction of object detection and tracking. Module 2 discusses about the various studies of object tracking and motion detection. The views of the various authors about this hot research topic are discussed in this Module and Module 3 gives the conclusion of the entire research review.

Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments

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Author : Marcin Woźniak
Publisher : MDPI
ISBN 13 : 3036512683
Total Pages : 454 pages
Book Rating : 4.0/5 (365 download)

Book Synopsis Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments by : Marcin Woźniak

Download or read book Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments written by Marcin Woźniak and published by MDPI. This book was released on 2021-09-01 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have seen a vast development in various methodologies for object detection and feature extraction and recognition, both in theory and in practice. When processing images, videos, or other types of multimedia, one needs efficient solutions to perform fast and reliable processing. Computational intelligence is used for medical screening where the detection of disease symptoms is carried out, in prevention monitoring to detect suspicious behavior, in agriculture systems to help with growing plants and animal breeding, in transportation systems for the control of incoming and outgoing transportation, for unmanned vehicles to detect obstacles and avoid collisions, in optics and materials for the detection of surface damage, etc. In many cases, we use developed techniques which help us to recognize some special features. In the context of this innovative research on computational intelligence, the Special Issue “Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments” present an excellent opportunity for the dissemination of recent results and achievements for further innovations and development. It is my pleasure to present this collection of excellent contributions to the research community. - Prof. Marcin Woźniak, Silesian University of Technology, Poland –

The 9th International Conference on Computing and InformationTechnology (IC2IT2013)

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Author : Phayung Meesad
Publisher : Springer Science & Business Media
ISBN 13 : 3642373712
Total Pages : 312 pages
Book Rating : 4.6/5 (423 download)

Book Synopsis The 9th International Conference on Computing and InformationTechnology (IC2IT2013) by : Phayung Meesad

Download or read book The 9th International Conference on Computing and InformationTechnology (IC2IT2013) written by Phayung Meesad and published by Springer Science & Business Media. This book was released on 2013-03-26 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the papers of the 9th International Conference on Computing and Information Technology (IC2IT 2013) held at King Mongkut's University of Technology North Bangkok (KMUTNB), Bangkok, Thailand, on May 9th-10th, 2013. Traditionally, the conference is organized in conjunction with the National Conference on Computing and Information Technology, one of the leading Thai national events in the area of Computer Science and Engineering. The conference as well as this volume is structured into 3 main tracks on Data Networks/Communication, Data Mining/Machine Learning, and Human Interfaces/Image processing.

Interactive Video

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Author : Riad Hammoud
Publisher : Springer Science & Business Media
ISBN 13 : 3540332154
Total Pages : 257 pages
Book Rating : 4.5/5 (43 download)

Book Synopsis Interactive Video by : Riad Hammoud

Download or read book Interactive Video written by Riad Hammoud and published by Springer Science & Business Media. This book was released on 2007-01-21 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a groundbreaking resource that covers both algorithms and technologies of interactive videos. It presents recent research and application work for building and browsing interactive digital videos. The book deals mainly with low-level semi-automatic and full-automatic processing of the video content for intelligent human computer interaction. There is a special focus on eye tracking methods.

Advances in Object Recognition Systems

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Author : Ioannis Kypraios
Publisher : BoD – Books on Demand
ISBN 13 : 9535105981
Total Pages : 186 pages
Book Rating : 4.5/5 (351 download)

Book Synopsis Advances in Object Recognition Systems by : Ioannis Kypraios

Download or read book Advances in Object Recognition Systems written by Ioannis Kypraios and published by BoD – Books on Demand. This book was released on 2012-05-09 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: An invariant object recognition system needs to be able to recognise the object under any usual a priori defined distortions such as translation, scaling and in-plane and out-of-plane rotation. Ideally, the system should be able to recognise (detect and classify) any complex scene of objects even within background clutter noise. In this book, we present recent advances towards achieving fully-robust object recognition. The relation and importance of object recognition in the cognitive processes of humans and animals is described as well as how human- and animal-like cognitive processes can be used for the design of biologically-inspired object recognition systems. Colour processing is discussed in the development of fully-robust object recognition systems. Examples of two main categories of object recognition systems, the optical correlators and pure artificial neural network architectures, are given. Finally, two examples of object recognition's applications are described in details. With the recent technological advancements object recognition becomes widely popular with existing applications in medicine for the study of human learning and memory, space science and remote sensing for image analysis, mobile computing and augmented reality, semiconductors industry, robotics and autonomous mobile navigation, public safety and urban management solutions and many more others. This book is a "must-read" for everyone with a core or wider interest in this "hot" area of cutting-edge research.

Soft Computing

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Author :
Publisher : Allied Publishers
ISBN 13 : 9788177646320
Total Pages : 636 pages
Book Rating : 4.6/5 (463 download)

Book Synopsis Soft Computing by :

Download or read book Soft Computing written by and published by Allied Publishers. This book was released on 2005 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Complex Motion

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Author : Bernd Jähne
Publisher : Springer Science & Business Media
ISBN 13 : 3540698647
Total Pages : 244 pages
Book Rating : 4.5/5 (46 download)

Book Synopsis Complex Motion by : Bernd Jähne

Download or read book Complex Motion written by Bernd Jähne and published by Springer Science & Business Media. This book was released on 2007-01-26 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Complex Motion, IWCM 2004, held in Schloss Reisensburg, Günzburg, Germany, in October 2004. The 17 full papers presented are fully revised to incorporate reviewers' comments and discussions at the workshop.

Fundamentals of Object Tracking

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Author :
Publisher : Cambridge University Press
ISBN 13 : 0521876281
Total Pages : 389 pages
Book Rating : 4.5/5 (218 download)

Book Synopsis Fundamentals of Object Tracking by :

Download or read book Fundamentals of Object Tracking written by and published by Cambridge University Press. This book was released on 2011-07-28 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces object tracking algorithms from a unified, recursive Bayesian perspective, along with performance bounds and illustrative examples.

Video Text Detection

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Author : Tong Lu
Publisher : Springer
ISBN 13 : 1447165152
Total Pages : 272 pages
Book Rating : 4.4/5 (471 download)

Book Synopsis Video Text Detection by : Tong Lu

Download or read book Video Text Detection written by Tong Lu and published by Springer. This book was released on 2014-07-23 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a systematic introduction to the latest developments in video text detection. Opening with a discussion of the underlying theory and a brief history of video text detection, the text proceeds to cover pre-processing and post-processing techniques, character segmentation and recognition, identification of non-English scripts, techniques for multi-modal analysis and performance evaluation. The detection of text from both natural video scenes and artificially inserted captions is examined. Various applications of the technology are also reviewed, from license plate recognition and road navigation assistance, to sports analysis and video advertising systems. Features: explains the fundamental theory in a succinct manner, supplemented with references for further reading; highlights practical techniques to help the reader understand and develop their own video text detection systems and applications; serves as an easy-to-navigate reference, presenting the material in self-contained chapters.

Examining the Impact of Deep Learning and IoT on Multi-Industry Applications

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Author : Raut, Roshani
Publisher : IGI Global
ISBN 13 : 1799875172
Total Pages : 304 pages
Book Rating : 4.7/5 (998 download)

Book Synopsis Examining the Impact of Deep Learning and IoT on Multi-Industry Applications by : Raut, Roshani

Download or read book Examining the Impact of Deep Learning and IoT on Multi-Industry Applications written by Raut, Roshani and published by IGI Global. This book was released on 2021-01-29 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning, as a recent AI technique, has proven itself efficient in solving many real-world problems. Deep learning algorithms are efficient, high performing, and an effective standard for solving these problems. In addition, with IoT, deep learning is in many emerging and developing domains of computer technology. Deep learning algorithms have brought a revolution in computer vision applications by introducing an efficient solution to several image processing-related problems that have long remained unresolved or moderately solved. Various significant IoT technologies in various industries, such as education, health, transportation, and security, combine IoT with deep learning for complex problem solving and the supported interaction between human beings and their surroundings. Examining the Impact of Deep Learning and IoT on Multi-Industry Applications provides insights on how deep learning, together with IoT, impacts various sectors such as healthcare, agriculture, cyber security, and social media analysis applications. The chapters present solutions to various real-world problems using these methods from various researchers’ points of view. While highlighting topics such as medical diagnosis, power consumption, livestock management, security, and social media analysis, this book is ideal for IT specialists, technologists, security analysts, medical practitioners, imaging specialists, diagnosticians, academicians, researchers, industrial experts, scientists, and undergraduate and postgraduate students who are working in the field of computer engineering, electronics, and electrical engineering.

The Bioinformatics Times

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Author :
Publisher : Allied Publishers
ISBN 13 :
Total Pages : 144 pages
Book Rating : 4./5 ( download)

Book Synopsis The Bioinformatics Times by :

Download or read book The Bioinformatics Times written by and published by Allied Publishers. This book was released on with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: