Bridging The Semantic Gap In Image And Video Analysis

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Bridging the Semantic Gap in Image and Video Analysis

Halina Kwaśnicka,Lakhmi C. Jain
Bridging the Semantic Gap in Image and Video Analysis Book PDF

Author : Halina Kwaśnicka,Lakhmi C. Jain
Publisher : Springer
Page : 163 pages
File Size : 44,8 Mb
Release : 2018-02-20
Category : Technology & Engineering
ISBN : 9783319738918

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Bridging the Semantic Gap in Image and Video Analysis by Halina Kwaśnicka,Lakhmi C. Jain Pdf

This book presents cutting-edge research on various ways to bridge the semantic gap in image and video analysis. The respective chapters address different stages of image processing, revealing that the first step is a future extraction, the second is a segmentation process, the third is object recognition, and the fourth and last involve the semantic interpretation of the image. The semantic gap is a challenging area of research, and describes the difference between low-level features extracted from the image and the high-level semantic meanings that people can derive from the image. The result greatly depends on lower level vision techniques, such as feature selection, segmentation, object recognition, and so on. The use of deep models has freed humans from manually selecting and extracting the set of features. Deep learning does this automatically, developing more abstract features at the successive levels. The book offers a valuable resource for researchers, practitioners, students and professors in Computer Engineering, Computer Science and related fields whose work involves images, video analysis, image interpretation and so on.

Intelligent Systems in Big Data, Semantic Web and Machine Learning

Noreddine Gherabi,Janusz Kacprzyk
Intelligent Systems in Big Data Semantic Web and Machine Learning Book PDF

Author : Noreddine Gherabi,Janusz Kacprzyk
Publisher : Springer Nature
Page : 315 pages
File Size : 40,5 Mb
Release : 2021-05-28
Category : Computers
ISBN : 9783030725884

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Intelligent Systems in Big Data, Semantic Web and Machine Learning by Noreddine Gherabi,Janusz Kacprzyk Pdf

This book describes important methodologies, tools and techniques from the fields of artificial intelligence, basically those which are based on relevant conceptual and formal development. The coverage is wide, ranging from machine learning to the use of data on the Semantic Web, with many new topics. The contributions are concerned with machine learning, big data, data processing in medicine, similarity processing in ontologies, semantic image analysis, as well as many applications including the use of machine leaning techniques for cloud security, artificial intelligence techniques for detecting COVID-19, the Internet of things, etc. The book is meant to be a very important and useful source of information for researchers and doctoral students in data analysis, Semantic Web, big data, machine learning, computer engineering and related disciplines, as well as for postgraduate students who want to integrate the doctoral cycle.

Semantic Multimedia and Ontologies

Yiannis Kompatsiaris,Paola Hobson
Semantic Multimedia and Ontologies Book PDF

Author : Yiannis Kompatsiaris,Paola Hobson
Publisher : Springer Science & Business Media
Page : 297 pages
File Size : 47,9 Mb
Release : 2008-01-11
Category : Computers
ISBN : 9781848000766

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Semantic Multimedia and Ontologies by Yiannis Kompatsiaris,Paola Hobson Pdf

This comprehensive book draws together experts to explore how knowledge technologies can be exploited to create new multimedia applications, and how multimedia technologies can provide new contexts for the use of knowledge technologies. Thorough coverage of all relevant topics is given. The step-by-step approach guides the reader from fundamental enabling technologies of ontologies, analysis and reasoning, through to applications which have hitherto had less attention.

Transdisciplinary Engineering for Resilience: Responding to System Disruptions

L. Newnes
Transdisciplinary Engineering for Resilience Responding to System Disruptions Book PDF

Author : L. Newnes
Publisher : IOS Press
Page : 610 pages
File Size : 54,5 Mb
Release : 2021-11-17
Category : Technology & Engineering
ISBN : 9781643682099

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Transdisciplinary Engineering for Resilience: Responding to System Disruptions by L. Newnes Pdf

No one discipline or person can encompass all the knowledge necessary to solve complex, ill-defined problems, or problems for which a solution is not immediately obvious. The concept of Concurrent Engineering (CE) – interdisciplinary, but with an engineering focus – was developed to increase the efficiency and effectiveness of the Product Creation Process (PCP) by conducting different phases of a product’s life concurrently. Transdisciplinary Engineering has transcended CE, emphasizing the crucial importance of interdisciplinary openness and collaboration. This book presents the proceedings of the 28th ISTE International Conference on Transdisciplinary Engineering (TE2021). Held online from 5 – 9 July 2021 and entitled ‘Transdisciplinary Engineering for Resilience: Responding to System Disruptions’, this is the second conference in the series held virtually due to the COVID-19 pandemic. The annual TE conference constitutes an important forum for international scientific exchange on transdisciplinary engineering research, advances, and applications, and is attended by researchers, industry experts and students, as well as government representatives. The book contains 58 peer-reviewed papers, selected from more than 80 submissions and ranging from the theoretical and conceptual to strongly pragmatic and addressing industrial best practice. The papers are grouped under 6 headings covering theory; education and training; PD methods and digital TE; industry and society; product systems; and individuals and teams. Providing an overview of the latest research results and knowledge of product creation processes and related methodologies, the book will be of interest to all researchers, design practitioners, and educators working in the field of Transdisciplinary Engineering.

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017

Aboul Ella Hassanien,Khaled Shaalan,Tarek Gaber,Mohamed F. Tolba
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017 Book PDF

Author : Aboul Ella Hassanien,Khaled Shaalan,Tarek Gaber,Mohamed F. Tolba
Publisher : Springer
Page : 917 pages
File Size : 45,6 Mb
Release : 2017-08-30
Category : Technology & Engineering
ISBN : 9783319648613

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Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017 by Aboul Ella Hassanien,Khaled Shaalan,Tarek Gaber,Mohamed F. Tolba Pdf

This book gathers the proceedings of the 3rd International Conference on Advanced Intelligent Systems and Informatics 2017 (AISI2017), which took place in Cairo, Egypt from September 9 to 11, 2017. This international and interdisciplinary conference, which highlighted essential research and developments in the field of informatics and intelligent systems, was organized by the Scientific Research Group in Egypt (SRGE). The book’s content is divided into five main sections: Intelligent Language Processing, Intelligent Systems, Intelligent Robotics Systems, Informatics, and the Internet of Things.

2nd International Conference on Creative Multimedia 2022 (ICCM 2022)

Fauzan Mustaffa,Roopesh Sitharan,Junita Shariza Mohd Nasir
2nd International Conference on Creative Multimedia 2022 ICCM 2022 Book PDF

Author : Fauzan Mustaffa,Roopesh Sitharan,Junita Shariza Mohd Nasir
Publisher : Springer Nature
Page : 310 pages
File Size : 48,7 Mb
Release : 2023-02-10
Category : Art
ISBN : 9782494069572

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2nd International Conference on Creative Multimedia 2022 (ICCM 2022) by Fauzan Mustaffa,Roopesh Sitharan,Junita Shariza Mohd Nasir Pdf

This is an open access book.The Faculty of Creative Multimedia (FCM), Multimedia University will hold the 2nd International Conference on Creative Multimedia 2022 (ICCM2022) on 25-27 July 2022 (Virtual Conference). ICCM2022 invites prospective authors to take part by submitting research papers in pursuing the vibrant discourse of creative multimedia. ICCM2022 aims to bring together related research scholars, educators, practitioners, policymakers, enthusiasts, fellow students, and design entrepreneurs from various perspectives, disciplines, and fields to share and exchange their research experiences and results on all aspects of arts, design, and creative media technologies. ICCM2022 embraces possibilities, provides an interdisciplinary forum for all stakeholders to present and discuss current trends, innovations, and concerns, as well as practical issues and solutions in the field of creative multimedia. We welcome high-quality research contributions dealing with original and unpublished results on fundamental, conceptual, empirical and experimental work in all areas of arts, design and creative media technologies.

Image and Video Retrieval

Wee-Kheng Leow,Michael S. Lew,Tat-Seng Chua,Wei-Ying Ma,Lekha Chaisorn,Erwin M. Bakker
Image and Video Retrieval Book PDF

Author : Wee-Kheng Leow,Michael S. Lew,Tat-Seng Chua,Wei-Ying Ma,Lekha Chaisorn,Erwin M. Bakker
Publisher : Springer
Page : 674 pages
File Size : 53,6 Mb
Release : 2007-05-22
Category : Computers
ISBN : 9783540316787

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Image and Video Retrieval by Wee-Kheng Leow,Michael S. Lew,Tat-Seng Chua,Wei-Ying Ma,Lekha Chaisorn,Erwin M. Bakker Pdf

It was our great pleasure to host the 4th International Conference on Image and Video Retrieval (CIVR) at the National University of Singapore on 20–22 July 2005. CIVR aims to provide an international forum for the discussion of research challenges and exchange of ideas among researchers and practitioners in image/video retrieval technologies. It addresses innovative research in the broad ?eld of image and video retrieval. A unique feature of this conference is the high level of participation by researchers from both academia and industry. Another unique feature of CIVR this year was in its format – it o?ered both the traditional oral presentation sessions, as well as the short presentation cum poster sessions. The latter provided an informal alternative forum for animated discussions and exchanges of ideas among the participants. We are pleased to note that interest in CIVR has grown over the years. The number of submissions has steadily increased from 82 in 2002, to 119 in 2003, and 125 in 2004. This year, we received 128 submissions from the international communities:with81(63.3%)fromAsiaandAustralia,25(19.5%)fromEurope, and 22 (17.2%) from North America. After a rigorous review process, 20 papers were accepted for oral presentations, and 42 papers were accepted for poster presentations. In addition to the accepted submitted papers, the program also included 4 invited papers, 1 keynote industrial paper, and 4 invited industrial papers. Altogether, we o?ered a diverse and interesting program, addressing the current interests and future trends in this area.

Progress in Pattern Recognition, Image Analysis and Applications

Alberto Sanfeliu,José F. Martínez Trinidad,Jesús A. Carrasco Ochoa
Progress in Pattern Recognition Image Analysis and Applications Book PDF

Author : Alberto Sanfeliu,José F. Martínez Trinidad,Jesús A. Carrasco Ochoa
Publisher : Springer
Page : 706 pages
File Size : 40,6 Mb
Release : 2004-11-18
Category : Computers
ISBN : 9783540304630

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Progress in Pattern Recognition, Image Analysis and Applications by Alberto Sanfeliu,José F. Martínez Trinidad,Jesús A. Carrasco Ochoa Pdf

First of all, we want to congratulate two new research communities from M- ico and Brazil that have recently joined the Iberoamerican community and the International Association for Pattern Recognition. We believe that the series of congresses that started as the “Taller Iberoamericano de Reconocimiento de Patrones (TIARP)”, and later became the “Iberoamerican Congress on Pattern Recognition (CIARP)”, has contributed to these groupconsolidatione?orts. We hope that in the near future all the Iberoamerican countries will have their own groups and associations to promote our areas of interest; and that these congresses will serve as the forum for scienti?c research exchange, sharing of - pertise and new knowledge, and establishing contacts that improve cooperation between research groups in pattern recognition and related areas. CIARP 2004 (9th Iberoamerican Congress on Pattern Recognition) was the ninthinaseriesofpioneeringcongressesonpatternrecognitionintheIberoam- ican community. As in the previous year, CIARP 2004 also included worldwide participation. It took place in Puebla, Mexico. The aim of the congress was to promote and disseminate ongoing research and mathematical methods for pattern recognition, image analysis, and applications in such diverse areas as computer vision, robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis,and natural languagep- cessing and recognition, to name a few.

Handbook of Video Databases

Borko Furht,Oge Marques
Handbook of Video Databases Book PDF

Author : Borko Furht,Oge Marques
Publisher : CRC Press
Page : 1228 pages
File Size : 48,7 Mb
Release : 2003-09-30
Category : Computers
ISBN : 9780203489864

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Handbook of Video Databases by Borko Furht,Oge Marques Pdf

Technology has spurred the growth of huge image and video libraries, many growing into the hundreds of terabytes. As a result there is a great demand among organizations for the design of databases that can effectively support the storage, search, retrieval, and transmission of video data. Engineers and researchers in the field demand a comprehensi

Provenance in Data Science

Leslie F. Sikos,Oshani W. Seneviratne,Deborah L. McGuinness
Provenance in Data Science Book PDF

Author : Leslie F. Sikos,Oshani W. Seneviratne,Deborah L. McGuinness
Publisher : Springer Nature
Page : 110 pages
File Size : 46,9 Mb
Release : 2021-04-26
Category : Computers
ISBN : 9783030676810

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Provenance in Data Science by Leslie F. Sikos,Oshani W. Seneviratne,Deborah L. McGuinness Pdf

RDF-based knowledge graphs require additional formalisms to be fully context-aware, which is presented in this book. This book also provides a collection of provenance techniques and state-of-the-art metadata-enhanced, provenance-aware, knowledge graph-based representations across multiple application domains, in order to demonstrate how to combine graph-based data models and provenance representations. This is important to make statements authoritative, verifiable, and reproducible, such as in biomedical, pharmaceutical, and cybersecurity applications, where the data source and generator can be just as important as the data itself. Capturing provenance is critical to ensure sound experimental results and rigorously designed research studies for patient and drug safety, pathology reports, and medical evidence generation. Similarly, provenance is needed for cyberthreat intelligence dashboards and attack maps that aggregate and/or fuse heterogeneous data from disparate data sources to differentiate between unimportant online events and dangerous cyberattacks, which is demonstrated in this book. Without provenance, data reliability and trustworthiness might be limited, causing data reuse, trust, reproducibility and accountability issues. This book primarily targets researchers who utilize knowledge graphs in their methods and approaches (this includes researchers from a variety of domains, such as cybersecurity, eHealth, data science, Semantic Web, etc.). This book collects core facts for the state of the art in provenance approaches and techniques, complemented by a critical review of existing approaches. New research directions are also provided that combine data science and knowledge graphs, for an increasingly important research topic.

Image Analysis

Arnt-Borre Salberg,Jon Yngve Hardeberg,Robert Jenssen
Image Analysis Book PDF

Author : Arnt-Borre Salberg,Jon Yngve Hardeberg,Robert Jenssen
Publisher : Springer Science & Business Media
Page : 797 pages
File Size : 48,7 Mb
Release : 2009-07-14
Category : Computers
ISBN : 9783642022302

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Image Analysis by Arnt-Borre Salberg,Jon Yngve Hardeberg,Robert Jenssen Pdf

This volume contains the papers presented at the Scandinavian Conference on Image Analysis, SCIA 2009, which was held at the Radisson SAS Scandinavian Hotel, Oslo, Norway, June 15–18. SCIA 2009 was the 16th in the biennial series of conferences, which has been organized in turn by the Scandinavian countries Sweden, Finland, D- mark and Norway since 1980. The event itself has always attracted participants and author contributions from outside the Scandinavian countries, making it an international conference. Theconferenceincludedafulldayoftutorialsand?vekeynotetalksprovided by world-renowned experts. The program covered high-quality scienti?c cont- butions within image analysis, human and action analysis, pattern and object recognition,colorimagingandquality,medicalandbiomedicalapplications,face andheadanalysis,computer vision,andmultispectralcoloranalysis. The papers werecarefully selected based on at least two reviews. Among 154 submissions 79 wereaccepted,leadingtoanacceptancerateof51%. SinceSCIAwasarrangedas a single-track event, 30 papers were presented in the oral sessions and 49 papers were presented in the poster sessions. A separate session on multispectral color science was organized in cooperation with the 11th Symposium of Multispectral Color Science (MCS 2009). Since 2009 was proclaimed the “International Year of Astronomy” by the United Nations General Assembly, the conference also contained a session on the topic “Imageand PatternAnalysis in Astronomyand Astrophysics. ” SCIA has a reputation of having a friendly environment, in addition to hi- quality scienti?c contributions. We focused on maintaining this reputation, by designing a technical and social program that we hope the participants found interesting and inspiring for new research ideas and network extensions. We thank the authors for submitting their valuable work to SCIA.

Knowledge-Driven Multimedia Information Extraction and Ontology Evolution

Georgios Paliouras,Constantine D. Spyropoulos,George Tsatsaronis
Knowledge Driven Multimedia Information Extraction and Ontology Evolution Book PDF

Author : Georgios Paliouras,Constantine D. Spyropoulos,George Tsatsaronis
Publisher : Springer
Page : 245 pages
File Size : 42,7 Mb
Release : 2011-05-06
Category : Computers
ISBN : 9783642207952

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Knowledge-Driven Multimedia Information Extraction and Ontology Evolution by Georgios Paliouras,Constantine D. Spyropoulos,George Tsatsaronis Pdf

This book presents the state of the art in the areas of ontology evolution and knowledge-driven multimedia information extraction, placing an emphasis on how the two can be combined to bridge the semantic gap. This was also the goal of the EC-sponsored BOEMIE (Bootstrapping Ontology Evolution with Multimedia Information Extraction) project, to which the authors of this book have all contributed. The book addresses researchers and practitioners in the field of computer science and more specifically in knowledge representation and management, ontology evolution, and information extraction from multimedia data. It may also constitute an excellent guide to students attending courses within a computer science study program, addressing information processing and extraction from any type of media (text, images, and video). Among other things, the book gives concrete examples of how several of the methods discussed can be applied to athletics (track and field) events.

Exploration of Visual Data

Sean Xiang Zhou,Yong Rui,Thomas S. Huang
Exploration of Visual Data Book PDF

Author : Sean Xiang Zhou,Yong Rui,Thomas S. Huang
Publisher : Springer Science & Business Media
Page : 197 pages
File Size : 55,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461504979

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Exploration of Visual Data by Sean Xiang Zhou,Yong Rui,Thomas S. Huang Pdf

Exploration of Visual Data presents latest research efforts in the area of content-based exploration of image and video data. The main objective is to bridge the semantic gap between high-level concepts in the human mind and low-level features extractable by the machines. The two key issues emphasized are "content-awareness" and "user-in-the-loop". The authors provide a comprehensive review on algorithms for visual feature extraction based on color, texture, shape, and structure, and techniques for incorporating such information to aid browsing, exploration, search, and streaming of image and video data. They also discuss issues related to the mixed use of textual and low-level visual features to facilitate more effective access of multimedia data. Exploration of Visual Data provides state-of-the-art materials on the topics of content-based description of visual data, content-based low-bitrate video streaming, and latest asymmetric and nonlinear relevance feedback algorithms, which to date are unpublished.

Multimedia Analysis, Processing and Communications

Lin Weisi,Dacheng Tao,Janusz Kacprzyk,Zhu Li,Ebroul Izquierdo,Haohong Wang
Multimedia Analysis Processing and Communications Book PDF

Author : Lin Weisi,Dacheng Tao,Janusz Kacprzyk,Zhu Li,Ebroul Izquierdo,Haohong Wang
Publisher : Springer Science & Business Media
Page : 753 pages
File Size : 49,9 Mb
Release : 2011-04-11
Category : Mathematics
ISBN : 9783642195501

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Multimedia Analysis, Processing and Communications by Lin Weisi,Dacheng Tao,Janusz Kacprzyk,Zhu Li,Ebroul Izquierdo,Haohong Wang Pdf

This book has brought 24 groups of experts and active researchers around the world together in image processing and analysis, video processing and analysis, and communications related processing, to present their newest research results, exchange latest experiences and insights, and explore future directions in these important and rapidly evolving areas. It aims at increasing the synergy between academic and industry professionals working in the related field. It focuses on the state-of-the-art research in various essential areas related to emerging technologies, standards and applications on analysis, processing, computing, and communication of multimedia information. The target audience of this book is researchers and engineers as well as graduate students working in various disciplines linked to multimedia analysis, processing and communications, e.g., computer vision, pattern recognition, information technology, image processing, and artificial intelligence. The book is also meant to a broader audience including practicing professionals working in image/video applications such as image processing, video surveillance, multimedia indexing and retrieval, and so on. We hope that the researchers, engineers, students and other professionals who read this book would find it informative, useful and inspirational toward their own work in one way or another.

Computer Science Handbook

Allen B. Tucker
Computer Science Handbook Book PDF

Author : Allen B. Tucker
Publisher : CRC Press
Page : 2742 pages
File Size : 46,9 Mb
Release : 2004-06-28
Category : Computers
ISBN : 9780203494455

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Computer Science Handbook by Allen B. Tucker Pdf

When you think about how far and fast computer science has progressed in recent years, it's not hard to conclude that a seven-year old handbook may fall a little short of the kind of reference today's computer scientists, software engineers, and IT professionals need. With a broadened scope, more emphasis on applied computing, and more than 70 chap