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Learning Based Local Visual Representation And Indexing

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Learning Based Local Visual Representation and Indexing

Learning Based Local Visual Representation and Indexing Book
Author : Rongrong Ji,Yue Gao,Ling-Yu Duan,Hongxun Yao,Qionghai Dai
Publisher : Morgan Kaufmann
Release : 2015-04-08
ISBN : 0128026200
Language : En, Es, Fr & De

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Book Description :

Learning-Based Local Visual Representation and Indexing, reviews the state-of-the-art in visual content representation and indexing, introduces cutting-edge techniques in learning based visual representation, and discusses emerging topics in visual local representation, and introduces the most recent advances in content-based visual search techniques. Discusses state-of-the-art procedures in learning-based local visual representation. Shows how to master the basic techniques needed for building a large-scale visual search engine and indexing system Provides insight into how machine learning techniques can be leveraged to refine the visual recognition system, especially in the part of visual feature representation.

Image and Video Retrieval

Image and Video Retrieval Book
Author : Erwin M. Bakker,Ill.) Civr 200 (2003 Urbana-Champaign
Publisher : Springer Science & Business Media
Release : 2003-07-11
ISBN : 3540406344
Language : En, Es, Fr & De

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Book Description :

Welcome to the 2nd International Conference on Image and Video Retrieval, CIVR2003. The goal of CIVR is to illuminate the state of the art in visual information retrieval and to stimulate collaboration between researchers and practitioners. This year we received 110 submissions from 26 countries. Based upon the reviews of at least 3 members of the program committee, 43 papers were accepted for the research track of the conference. First, we would like to thank all of the members of the Program Committee and the additional referees listed below. Their reviews of the submissions played a pivotal role in the quality of the conference. Moreover,we are grateful to Nicu Sebe and Xiang Zhou for helping to organize the review process; Shih-Fu Chang and Alberto del Bimbo for setting up the practitioner track; and Erwin Bakker for editing the proceedings and designing the conference poster. Special thanks go to our keynote and plenary speakers, Nevenka Dimitrova fromPhilipsResearch,RameshJainfromGeorgiaTech,ChrisPorterfromGetty Images,andAlanSmeatonfromDublinCityUniversity.Furthermore,wewishto acknowledge our sponsors, the Beckman Institute at the University of Illinois at Urbana-Champaign,TsingHuaUniversity,theInstitutionofElectricalEngineers (IEE),PhilipsResearch,andtheLeidenInstituteofAdvancedComputerScience at Leiden University. Finally, we would like to express our thanks to severalpeople who performed important work related to the organization of the conference: Jennifer Quirk and Catherine Zech for the localorganizationat the BeckmanInstitute; Richard Harvey for his help with promotional activity and sponsorship for CIVR2003; andtotheorganizingcommitteeofthe'rstCIVRforsettinguptheinternational mission and structure of the conference.

Encyclopedia of Multimedia

Encyclopedia of Multimedia Book
Author : Borko Furht
Publisher : Springer Science & Business Media
Release : 2008-11-26
ISBN : 0387747249
Language : En, Es, Fr & De

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Book Description :

This second edition provides easy access to important concepts, issues and technology trends in the field of multimedia technologies, systems, techniques, and applications. Over 1,100 heavily-illustrated pages — including 80 new entries — present concise overviews of all aspects of software, systems, web tools and hardware that enable video, audio and developing media to be shared and delivered electronically.

Cumulated Index Medicus

Cumulated Index Medicus Book
Author : Anonim
Publisher : Unknown
Release : 1998
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Cumulated Index Medicus book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Artificial Intelligence and Computational Intelligence

Artificial Intelligence and Computational Intelligence Book
Author : Jingsheng Lei,Fu Lee Wang,Hepu Deng,Duoqian Miao
Publisher : Springer
Release : 2012-09-28
ISBN : 3642334784
Language : En, Es, Fr & De

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Book Description :

This volume proceedings contains revised selected papers from the 4th International Conference on Artificial Intelligence and Computational Intelligence, AICI 2012, held in Chengdu, China, in October 2012. The total of 163 high-quality papers presented were carefully reviewed and selected from 724 submissions. The papers are organized into topical sections on applications of artificial intelligence, applications of computational intelligence, data mining and knowledge discovery, evolution strategy, expert and decision support systems, fuzzy computation, information security, intelligent control, intelligent image processing, intelligent information fusion, intelligent signal processing, machine learning, neural computation, neural networks, particle swarm optimization, and pattern recognition.

ImageCLEF

ImageCLEF Book
Author : Henning Müller,Paul Clough,Thomas Deselaers,Barbara Caputo
Publisher : Springer Science & Business Media
Release : 2010-08-20
ISBN : 9783642151811
Language : En, Es, Fr & De

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Book Description :

The pervasive creation and consumption of content, especially visual content, is ingrained into our modern world. We’re constantly consuming visual media content, in printed form and in digital form, in work and in leisure pursuits. Like our cave– man forefathers, we use pictures to record things which are of importance to us as memory cues for the future, but nowadays we also use pictures and images to document processes; we use them in engineering, in art, in science, in medicine, in entertainment and we also use images in advertising. Moreover, when images are in digital format, either scanned from an analogue format or more often than not born digital, we can use the power of our computing and networking to exploit images to great effect. Most of the technical problems associated with creating, compressing, storing, transmitting, rendering and protecting image data are already solved. We use - cepted standards and have tremendous infrastructure and the only outstanding ch- lenges, apart from managing the scale issues associated with growth, are to do with locating images. That involves analysing them to determine their content, clas- fying them into related groupings, and searching for images. To overcome these challenges we currently rely on image metadata, the description of the images, - ther captured automatically at creation time or manually added afterwards.

Robotics Research

Robotics Research Book
Author : Makoto Kaneko,Yoshihiko Nakamura
Publisher : Springer Science & Business Media
Release : 2010-11-07
ISBN : 3642147429
Language : En, Es, Fr & De

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Book Description :

The International Symposium of Robotics Research (ISRR) continues to be the premiere meeting of the International Foundation of Robotics Research (IFRR). The 13th International Symposium of Robotics Research took place Novemb3r 26-29, 2007, in Hiroshima, Japan, and was organized by the two editors of this book. This volume brings a collection of a broad range of topics in robotics. The content of these contributions provides a wide coverage of the current state of robotics research: the advances and challenges in its theoretical foundation and technology basis, and the developments in its traditional and novel areas of applications. Historically, the proceedings of the ISRR have featured ground-breaking work of the highest caliber, which influenced generations to come. The present volume promises to be no exception. The collection of scientific articles in this volume provides new insights to important problems in robotics, written by some of the leaders in the field.

Pattern Recognition and Image Analysis

Pattern Recognition and Image Analysis Book
Author : Francisco J. Perales López,Aurélio J.C. Campilho,Nicolás Pérez de la Blanca Capilla,Alberto Sanfeliu i Cortés
Publisher : Springer
Release : 2003-10-02
ISBN : 3540448713
Language : En, Es, Fr & De

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Book Description :

The refereed proceedings of the First Iberial Conference on Pattern Recognition and Image Analysis, IbPria 2003, held in Puerto de Andratx, Mallorca, Spain in June 2003. The 130 revised papers presented were carefully reviewed and selected from 185 full papers submitted. All current aspects of ongoing research in computer vision, image processing, pattern recognition, and speech recognition are addressed.

Visual Information Representation Communication and Image Processing

Visual Information Representation  Communication  and Image Processing Book
Author : Ya-Qin Zhang
Publisher : CRC Press
Release : 1999-05-25
ISBN : 9780824719289
Language : En, Es, Fr & De

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Book Description :

Discusses recent advances in the related technologies of multimedia computers, videophones, video-over-Internet, HDTV, digital satellite TV and interactive computer games. The text analyzes ways of achieving more effective navigation techniques, data management functions, and higher throughout networking. It synthesizes data on visual information venues, tracking the enormous commercial potential for new components and compatible systems.

Semantic Mining Technologies for Multimedia Databases

Semantic Mining Technologies for Multimedia Databases Book
Author : Tao, Dacheng,Xu, Dong,Li, Xuelong
Publisher : IGI Global
Release : 2009-04-30
ISBN : 1605661899
Language : En, Es, Fr & De

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Book Description :

Provides an introduction to recent techniques in multimedia semantic mining necessary to researchers new to the field.

Machine Learning Techniques for Multimedia

Machine Learning Techniques for Multimedia Book
Author : Matthieu Cord,Pádraig Cunningham
Publisher : Springer Science & Business Media
Release : 2008-02-07
ISBN : 9783540751717
Language : En, Es, Fr & De

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Book Description :

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Arising from the EU MUSCLE network, this multidisciplinary book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain.

Applied Cloud Deep Semantic Recognition

Applied Cloud Deep Semantic Recognition Book
Author : Mehdi Roopaei,Peyman Najafirad (Paul Rad)
Publisher : CRC Press
Release : 2018-04-09
ISBN : 135111901X
Language : En, Es, Fr & De

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Book Description :

This book provides a comprehensive overview of the research on anomaly detection with respect to context and situational awareness that aim to get a better understanding of how context information influences anomaly detection. In each chapter, it identifies advanced anomaly detection and key assumptions, which are used by the model to differentiate between normal and anomalous behavior. When applying a given model to a particular application, the assumptions can be used as guidelines to assess the effectiveness of the model in that domain. Each chapter provides an advanced deep content understanding and anomaly detection algorithm, and then shows how the proposed approach is deviating of the basic techniques. Further, for each chapter, it describes the advantages and disadvantages of the algorithm. The final chapters provide a discussion on the computational complexity of the models and graph computational frameworks such as Google Tensorflow and H2O because it is an important issue in real application domains. This book provides a better understanding of the different directions in which research has been done on deep semantic analysis and situational assessment using deep learning for anomalous detection, and how methods developed in one area can be applied in applications in other domains. This book seeks to provide both cyber analytics practitioners and researchers an up-to-date and advanced knowledge in cloud based frameworks for deep semantic analysis and advanced anomaly detection using cognitive and artificial intelligence (AI) models.

Real World Data Mining Applications

Real World Data Mining Applications Book
Author : Mahmoud Abou-Nasr,Stefan Lessmann,Robert Stahlbock,Gary M. Weiss
Publisher : Springer
Release : 2014-11-13
ISBN : 3319078127
Language : En, Es, Fr & De

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Book Description :

Data mining applications range from commercial to social domains, with novel applications appearing swiftly; for example, within the context of social networks. The expanding application sphere and social reach of advanced data mining raise pertinent issues of privacy and security. Present-day data mining is a progressive multidisciplinary endeavor. This inter- and multidisciplinary approach is well reflected within the field of information systems. The information systems research addresses software and hardware requirements for supporting computationally and data-intensive applications. Furthermore, it encompasses analyzing system and data aspects, and all manual or automated activities. In that respect, research at the interface of information systems and data mining has significant potential to produce actionable knowledge vital for corporate decision-making. The aim of the proposed volume is to provide a balanced treatment of the latest advances and developments in data mining; in particular, exploring synergies at the intersection with information systems. It will serve as a platform for academics and practitioners to highlight their recent achievements and reveal potential opportunities in the field. Thanks to its multidisciplinary nature, the volume is expected to become a vital resource for a broad readership ranging from students, throughout engineers and developers, to researchers and academics.

Internet Multimedia Search and Mining

Internet Multimedia Search and Mining Book
Author : Xian-Sheng Hua,Marcel Worring,Tat-Seng Chua
Publisher : Bentham Science Publishers
Release : 2013-09-17
ISBN : 160805215X
Language : En, Es, Fr & De

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Book Description :

With the explosion of video and image data available on the Internet, desktops and mobile devices, multimedia search has gained immense importance. Moreover, mining semantics and other useful information from large-scale multimedia data to facilitate online and local multimedia content analysis, search, and other related applications has also gained an increasing attention from the academia and industry. The rapid increase of multimedia data has brought new challenges to multimedia content analysis and multimedia retrieval, especially in terms of scalability. While on the other hand, large-scale multimedia data has also provided new opportunities to address these challenges and other conventional problems in multimedia analysis. The massive associated metadata, context and social information available on the Internet, desktops and mobile devices, and the large number of grassroots users, are a valuable resource that could be leveraged to solve the these difficulties. This is the first reference book on the subject of internet multimedia search and mining and it will be extremely useful for graduates, researchers and working professionals in the field of information technology and multimedia content analysis.

Deep Learning in Computer Vision

Deep Learning in Computer Vision Book
Author : Mahmoud Hassaballah,Ali Ismail Awad
Publisher : CRC Press
Release : 2020-03-23
ISBN : 1351003801
Language : En, Es, Fr & De

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Book Description :

Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to-date techniques, and presents research findings to the computer vision community. The book covers a broad scope of topics in deep learning concepts and applications such as accelerating the convolutional neural network inference on field-programmable gate arrays, fire detection in surveillance applications, face recognition, action and activity recognition, semantic segmentation for autonomous driving, aerial imagery registration, robot vision, tumor detection, and skin lesion segmentation as well as skin melanoma classification. The content of this book has been organized such that each chapter can be read independently from the others. The book is a valuable companion for researchers, for postgraduate and possibly senior undergraduate students who are taking an advanced course in related topics, and for those who are interested in deep learning with applications in computer vision, image processing, and pattern recognition.

Medical Image Computing and Computer Assisted Intervention MICCAI 2021

Medical Image Computing and Computer Assisted Intervention     MICCAI 2021 Book
Author : Marleen de Bruijne
Publisher : Springer Nature
Release : 2021-10-20
ISBN : 3030871967
Language : En, Es, Fr & De

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Book Description :

Download Medical Image Computing and Computer Assisted Intervention MICCAI 2021 book written by Marleen de Bruijne, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Image Databases

Image Databases Book
Author : Vittorio Castelli,Lawrence D. Bergman
Publisher : John Wiley & Sons
Release : 2004-04-07
ISBN : 0471464074
Language : En, Es, Fr & De

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Book Description :

The explosive growth of multimedia data transmission has generated a critical need for efficient, high-capacity image databases, as well as powerful search engines to retrieve image data from them. This book brings together contributions by an international all-star team of innovators in the field who share their insights into all key aspects of image database and search engine construction. Readers get in-depth discussions of the entire range of crucial image database architecture, indexing and retrieval, transmission, display, and user interface issues. And, using examples from an array of disciplines, the authors present cutting-edge applications in medical imagery, multimedia communications, earth science, remote sensing, and other major application areas.

Computer Vision ECCV 2010

Computer Vision    ECCV 2010 Book
Author : Kostas Daniilidis,Petros Maragos,Nikos Paragios
Publisher : Springer Science & Business Media
Release : 2010-08-30
ISBN : 3642155545
Language : En, Es, Fr & De

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Book Description :

The six-volume set comprising LNCS volumes 6311 until 6313 constitutes the refereed proceedings of the 11th European Conference on Computer Vision, ECCV 2010, held in Heraklion, Crete, Greece, in September 2010. The 325 revised papers presented were carefully reviewed and selected from 1174 submissions. The papers are organized in topical sections on object and scene recognition; segmentation and grouping; face, gesture, biometrics; motion and tracking; statistical models and visual learning; matching, registration, alignment; computational imaging; multi-view geometry; image features; video and event characterization; shape representation and recognition; stereo; reflectance, illumination, color; medical image analysis.

Medical Content Based Retrieval for Clinical Decision Support

Medical Content Based Retrieval for Clinical Decision Support Book
Author : Henning Mueller,Hayit Greenspan,Tanveer Syeda-Mahmood
Publisher : Springer
Release : 2012-02-21
ISBN : 3642284604
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the Second MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2011, held in Toronto, Canada, in September 2011. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 17 submissions. The papers are divided on several topics on medical image retrieval with textual approaches, visual word based approaches, applications and multidimensional retrieval.

Intelligent Information and Database Systems

Intelligent Information and Database Systems Book
Author : Ngoc Thanh Nguyen,Satoshi Tojo,Le Minh Nguyen,Bogdan Trawiński
Publisher : Springer
Release : 2017-04-03
ISBN : 3319544721
Language : En, Es, Fr & De

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Book Description :

The two-volume set LNAI 10191 and 10192 constitutes the refereed proceedings of the 9th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2017, held in Kanazawa, Japan, in April 2017. The total of 152 full papers accepted for publication in these proceedings was carefully reviewed and selected from 420 submissions. They were organized in topical sections named: Knowledge Engineering and Semantic Web; Social Networks and Recommender Systems; Text Processing and Information Retrieval; Intelligent Database Systems; Intelligent Information Systems; Decision Support and Control Systems; Machine Learning and Data Mining; Computer Vision Techniques; Advanced Data Mining Techniques and Applications; Intelligent and Context Systems; Multiple Model Approach to Machine Learning; Applications of Data Science; Artificial Intelligence Applications for E-services; Automated Reasoning and Proving Techniques with Applications in Intelligent Systems; Collective Intelligence for Service Innovation, Technology Opportunity, E-Learning and Fuzzy Intelligent Systems; Intelligent Computer Vision Systems and Applications; Intelligent Data Analysis, Applications and Technologies for Internet of Things; Intelligent Algorithms and Brain Functions; Intelligent Systems and Algorithms in Information Sciences; IT in Biomedicine; Intelligent Technologies in the Smart Cities in the 21st Century; Analysis of Image, Video and Motion Data in Life Sciences; Modern Applications of Machine Learning for Actionable Knowledge Extraction; Mathematics of Decision Sciences and Information Science; Scalable Data Analysis in Bioinformatics and Biomedical Informatics; and Technological Perspective of Agile Transformation in IT organizations.