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High-Order Models in Semantic Image Segmentation

High-Order Models in Semantic Image Segmentation
  • Author : Ismail Ben Ayed
  • Publisher :Unknown
  • Release Date :2018-10
  • Total pages :250
  • ISBN : 0128053208
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Summary : High-Order Models in Semantic Image Segmentation reviews recent developments in optimization-based methods for image segmentation, presenting several geometric and mathematical models that underlie a broad class of recent segmentation techniques. Focusing on impactful algorithms in the computer vision community in the last 10 years, the book includes sections on graph-theoretic and continuous relaxation techniques, which can compute globally optimal solutions for many problems. The book provides a practical and accessible introduction to these state-of -the-art segmentation techniques that is ideal for academics, industry researchers, and graduate students in computer vision, machine learning and medical imaging. Gives an intuitive and conceptual understanding of this mathematically involved subject by using a large number of graphical illustrations Provides the right amount of knowledge to apply sophisticated techniques for a wide range of new applications Contains numerous tables that compare different algorithms, facilitating the appropriate choice of algorithm for the intended application Presents an array of practical applications in computer vision and medical imaging Includes code for many of the algorithms that is available on the book's companion website

Advances in Information Retrieval

Advances in Information Retrieval
  • Author : Leif Azzopardi,Benno Stein,Norbert Fuhr,Philipp Mayr,Claudia Hauff,Djoerd Hiemstra
  • Publisher :Unknown
  • Release Date :2019-04-06
  • Total pages :881
  • ISBN : 9783030157128
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Summary : This two-volume set LNCS 11437 and 11438 constitutes the refereed proceedings of the 41st European Conference on IR Research, ECIR 2019, held in Cologne, Germany, in April 2019. The 48 full papers presented together with 2 keynote papers, 44 short papers, 8 demonstration papers, 8 invited CLEF papers, 11 doctoral consortium papers, 4 workshop papers, and 4 tutorials were carefully reviewed and selected from 365 submissions. They were organized in topical sections named: Modeling Relations; Classification and Search; Recommender Systems; Graphs; Query Analytics; Representation; Reproducibility (Systems); Reproducibility (Application); Neural IR; Cross Lingual IR; QA and Conversational Search; Topic Modeling; Metrics; Image IR; Short Papers; Demonstration Papers; CLEF Organizers Lab Track; Doctoral Consortium Papers; Workshops; and Tutorials.

Energy Minimization Methods in Computer Vision and Pattern Recognition

Energy Minimization Methods in Computer Vision and Pattern Recognition
  • Author : Xue-Cheng Tai,Egil Bae,Tony F. Chan,Marius Lysaker
  • Publisher :Unknown
  • Release Date :2015-01-07
  • Total pages :506
  • ISBN : 9783319146126
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Summary : This volume constitutes the refereed proceedings of the 10th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2015, held in Hong Kong, China, in January 2015. The 36 revised full papers were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on discrete and continuous optimization; image restoration and inpainting; segmentation; PDE and variational methods; motion, tracking and multiview reconstruction; statistical methods and learning; and medical image analysis.

Probabilistic Graphical Models for Computer Vision.

Probabilistic Graphical Models for Computer Vision.
  • Author : Qiang Ji
  • Publisher :Unknown
  • Release Date :2019-12-12
  • Total pages :294
  • ISBN : 9780128034958
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Summary : 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

Progress in Pattern Recognition, Image Analysis and Applications

Progress in Pattern Recognition, Image Analysis and Applications
  • Author : Luis Rueda,Domingo Mery,Josef Kittler
  • Publisher :Unknown
  • Release Date :2007-11-13
  • Total pages :972
  • ISBN : 9783540767251
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Summary : This book constitutes the refereed proceedings of the 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007, held in Valparaiso, Chile, November 13-16, 2007. The 97 revised full papers presented together with four keynote articles were carefully reviewed and selected from 200 submissions. The papers cover ongoing research and mathematical methods for pattern recognition, image analysis, and applications in areas such as computer vision, robotics, industry and health.

Learning to Understand Remote Sensing Images

Learning to Understand Remote Sensing Images
  • Author : Qi Wang
  • Publisher :Unknown
  • Release Date :2019-09-30
  • Total pages :376
  • ISBN : 9783038976981
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Summary : With the recent advances in remote sensing technologies for Earth observation, many different remote sensors are collecting data with distinctive properties. The obtained data are so large and complex that analyzing them manually becomes impractical or even impossible. Therefore, understanding remote sensing images effectively, in connection with physics, has been the primary concern of the remote sensing research community in recent years. For this purpose, machine learning is thought to be a promising technique because it can make the system learn to improve itself. With this distinctive characteristic, the algorithms will be more adaptive, automatic, and intelligent. This book introduces some of the most challenging issues of machine learning in the field of remote sensing, and the latest advanced technologies developed for different applications. It integrates with multi-source/multi-temporal/multi-scale data, and mainly focuses on learning to understand remote sensing images. Particularly, it presents many more effective techniques based on the popular concepts of deep learning and big data to reach new heights of data understanding. Through reporting recent advances in the machine learning approaches towards analyzing and understanding remote sensing images, this book can help readers become more familiar with knowledge frontier and foster an increased interest in this field.

Computer Vision -- ECCV 2014

Computer Vision -- ECCV 2014
  • Author : David Fleet,Tomas Pajdla,Bernt Schiele,Tinne Tuytelaars
  • Publisher :Unknown
  • Release Date :2014-08-14
  • Total pages :832
  • ISBN : 9783319105994
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Summary : The seven-volume set comprising LNCS volumes 8689-8695 constitutes the refereed proceedings of the 13th European Conference on Computer Vision, ECCV 2014, held in Zurich, Switzerland, in September 2014. The 363 revised papers presented were carefully reviewed and selected from 1444 submissions. The papers are organized in topical sections on tracking and activity recognition; recognition; learning and inference; structure from motion and feature matching; computational photography and low-level vision; vision; segmentation and saliency; context and 3D scenes; motion and 3D scene analysis; and poster sessions.

Advances in Semantic Media Adaptation and Personalization

Advances in Semantic Media Adaptation and Personalization
  • Author : Manolis Wallace,Marios C. Angelides,Phivos Mylonas
  • Publisher :Unknown
  • Release Date :2008-01-04
  • Total pages :368
  • ISBN : 9783540763598
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Summary : Realizing the growing importance of semantic adaptation and personalization of media, the editors of this book brought together leading researchers and practitioners of the field to discuss the state-of-the-art, and explore emerging exciting developments. This volume comprises extended versions of selected papers presented at the 1st International Workshop on Semantic Media Adaptation and Personalization (SMAP 2006), which took place in Athens in December 2006.

Fifth International Conference on Image Processing and Its Applications

Fifth International Conference on Image Processing and Its Applications
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :1995
  • Total pages :857
  • ISBN : UCSD:31822021094370
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Summary : The proceedings of the July 1995 conference, organized by the Electronics Division of the Institution of Electrical Engineers, include three keynote addresses followed by technical papers on topics in image coding; labeling and classification; medical applications; motion, stereo, and 3D; image analysis; image interpretation; image coding and commu

Artificial Intelligence

Artificial Intelligence
  • Author : Neeta Deshpande
  • Publisher :Unknown
  • Release Date :2009
  • Total pages :482
  • ISBN : 8184313373
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Summary : Definition, What is A.I? Foundation of A.I., History, Intelligent Agents, Agent architecture, A. I. Application (E Commerce & Medicine), A. I. Representation, Properties of internal representation, Future of A.I., Production System, Issue in design of search programsLogic ProgrammingIntroduction, Logic, Logic Programming, Forward and Backward resoning, Forward and Backward chaining rules.Heuristic Search TechniquesHeuristic search , Hill Climbing, Best first search, mean and end analysis, constraint Satisfaction, A* and AO* Algorithm.Game PlayingMinimax search procedure, Alpha-beta cutoffs, Waiting for quiescence, Secondary searcKnowledge RepresentationBasic of knowledge representation, knowledge representation paradigms, Propositional logic, Inference Rules in Propositional logic, Knowledge representation using Predicate logic : Predicate calculus, Predicate and arguments, ISA hierarchy, Frame notation, Resolution, Natural deduction.Knowledge Representation using Non Montionic LogicTMS ( Truth Maintenance System ), Statistical and probabilistic reasoning Fuzzy- Logic ,Structure knowledge representation, Semantic-net, Frames, Conceptual dependency, Script.LearningWhat is Learning? Types of Learning (Rote, Direct instruction analogy, Induction, Deduction)PlanningBlock world, Strips, Implementation using goal stack, Non linear planning with goal stacks, Hierarichial planning, least commitment strategy.Advance AI TopicsNatural Language ProcessingIntroduction, Steps in NLP, Syntactic Processing, ATN, RTN, Semantic analysis, Discourse & Pragmatic processing.PereceptionPerception , Action, Robot Architecture.Neural NetworksIntroduction to neural networks and perception-qualitative analysis, Neural net architecture and applications.Expert systemUtilization and functionality, Architecture of expert system, Knowledge representation, Two case studies on expert systems.

Structural, Syntactic, and Statistical Pattern Recognition

Structural, Syntactic, and Statistical Pattern Recognition
  • Author : Niels da Vitoria Lobo,Takis Kasparis,Michael Georgiopoulos,Fabio Roli,James Kwok,Georgios C. Anagnostopoulos,Marco Loog
  • Publisher :Unknown
  • Release Date :2008-11-24
  • Total pages :1011
  • ISBN : 9783540896883
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Summary : This book constitutes the refereed proceedings of the 12th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2008 and the 7th International Workshop on Statistical Techniques in Pattern Recognition, SPR 2008, held jointly in Orlando, FL, USA, in December 2008 as a satellite event of the 19th International Conference of Pattern Recognition, ICPR 2008. The 56 revised full papers and 42 revised poster papers presented together with the abstracts of 4 invited papers were carefully reviewed and selected from 175 submissions. The papers are organized in topical sections on graph-based methods, probabilistic and stochastic structural models for PR, image and video analysis, shape analysis, kernel methods, recognition and classification, applications, ensemble methods, feature selection, density estimation and clustering, computer vision and biometrics, pattern recognition and applications, pattern recognition, as well as feature selection and clustering.

Visual Communications and Image Processing

Visual Communications and Image Processing
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :1988
  • Total pages :1094
  • ISBN : UOM:39015013054633
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Summary :

Encyclopedia of Artificial Intelligence

Encyclopedia of Artificial Intelligence
  • Author : Stuart C. Shapiro,Stuart Charles Shapiro
  • Publisher :Unknown
  • Release Date :1992
  • Total pages :1724
  • ISBN : 0471503053
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Summary :

Science Abstracts

Science Abstracts
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :1995
  • Total pages :229
  • ISBN : OSU:32435051560209
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Summary :

Medical and Biological Image Analysis

Medical and Biological Image Analysis
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2018-07-04
  • Total pages :134
  • ISBN : 9781789233308
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Summary : This book deals with medical image analysis methods. In particular, it contains two significant chapters on image segmentation as well as some selected examples of the application of image analysis and processing methods. Despite the significant development of information technology methods used in modern image analysis and processing algorithms, the segmentation process remains open. This is mainly due to intra-patient variability and/or scene diversity. Segmentation is equally difficult in the case of ultrasound imaging and depends on the location of the probe or the contact force. Regardless of the imaging method, segmentation must be tailored for a specific application in almost every case. These types of application areas for various imaging methods are included in this book.

Visual Communications and Image Processing 2004

Visual Communications and Image Processing 2004
  • Author : Sethuraman Panchanathan,Vasudev Bhaskaran
  • Publisher :Unknown
  • Release Date :2004
  • Total pages :1394
  • ISBN : PSU:000051371265
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Summary : Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.

KDD ...

KDD ...
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2006
  • Total pages :229
  • ISBN : UOM:39015064356358
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Summary :

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

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
  • Author : Marcelo Mendoza,Sergio Velastín
  • Publisher :Unknown
  • Release Date :2018-03-11
  • Total pages :730
  • ISBN : 9783319751931
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Summary : This book constitutes the refereed post-conference proceedings of the 22nd Iberoamerican Congress on Pattern Recognition, CIARP 2017, held in Valparaíso, Chile, in November 2017. The 87 papers presented were carefully reviewed and selected from 156 submissions. The papers feature research results in the areas of pattern recognition, image processing, computer vision, multimedia and related fields.

Proceedings

Proceedings
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :1993
  • Total pages :804
  • ISBN : 0818638826
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Summary :

Index to Theses with Abstracts Accepted for Higher Degrees by the Universities of Great Britain and Ireland and the Council for National Academic Awards

Index to Theses with Abstracts Accepted for Higher Degrees by the Universities of Great Britain and Ireland and the Council for National Academic Awards
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2009
  • Total pages :229
  • ISBN : STANFORD:36105133618582
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Summary :

Real Time Image Processing

Real Time Image Processing
  • Author : Jean Besson
  • Publisher :Unknown
  • Release Date :1988
  • Total pages :144
  • ISBN : UOM:39015013827418
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Summary :