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Graph-Based Representations in Pattern Recognition

Graph-Based Representations in Pattern Recognition
  • Author : Andrea Torsello,Francisco Escolano Ruiz,Luc Brun
  • Publisher :Unknown
  • Release Date :2009-07-09
  • Total pages :378
  • ISBN : 9783642021244
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Summary : This book constitutes the refereed proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2009, held in Venice, Italy in May 2009. The 37 revised full papers presented were carefully reviewed and selected from 47 submissions. The papers are organized in topical sections on graph-based representation and recognition, graph matching, graph clustering and classification, pyramids, combinatorial maps, and homologies, as well as graph-based segmentation.

Handbook Of Pattern Recognition And Computer Vision (2nd Edition)

Handbook Of Pattern Recognition And Computer Vision (2nd Edition)
  • Author : Chen Chi Hau,Pau Louis-francois,Wang Patrick S P
  • Publisher :Unknown
  • Release Date :1999-03-12
  • Total pages :1044
  • ISBN : 9789814497640
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Summary : The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in the field as well as the many opportunities and challenges it offers. The second edition of this handbook represents both the latest progress and updated knowledge in this dynamic field. The applications and technological issues are particularly emphasized in this edition to reflect the wide applicability of the field in many practical problems. To keep the book in a single volume, it is not possible to retain all chapters of the first edition. However, the chapters of both editions are well written for permanent reference. This indispensable handbook will continue to serve as an authoritative and comprehensive guide in the field.

Artificial Neural Networks in Pattern Recognition

Artificial Neural Networks in Pattern Recognition
  • Author : Friedhelm Schwenker,Hazem M. Abbas,Neamat El Gayar,Edmondo Trentin
  • Publisher :Unknown
  • Release Date :2016-09-08
  • Total pages :335
  • ISBN : 9783319461823
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Summary : This book constitutes the refereed proceedings of the 7th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2016, held in Ulm, Germany, in September 2016. The 25 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 32 submissions for inclusion in this volume. The workshop will act as a major forum for international researchers and practitioners working in all areas of neural network- and machine learning-based pattern recognition to present and discuss the latest research, results, and ideas in these areas.

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

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
  • Author : Alvaro Pardo,Josef Kittler
  • Publisher :Unknown
  • Release Date :2015-10-24
  • Total pages :787
  • ISBN : 9783319257518
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Summary : This book constitutes the refereed proceedings of the 20th Iberoamerican Congress on Pattern Recognition, CIARP 2015, held in Montevideo, Uruguay, in November 2015. The 95 papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on applications on pattern recognition; biometrics; computer vision; gesture recognition; image classification and retrieval; image coding, processing and analysis; segmentation, analysis of shape and texture; signals analysis and processing; theory of pattern recognition; video analysis, segmentation and tracking.

Remote Sensing Image Processing

Remote Sensing Image Processing
  • Author : Gustavo Camps-Valls,Devis Tuia,Luis Gómez-Chova,Sandra Jiménez
  • Publisher :Unknown
  • Release Date :2011-12-11
  • Total pages :192
  • ISBN : 9781608458202
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Summary : Earth observation is the field of science concerned with the problem of monitoring and modeling the processes on the Earth surface and their interaction with the atmosphere. The Earth is continuously monitored with advanced optical and radar sensors. The images are analyzed and processed to deliver useful products to individual users, agencies and public administrations. To deal with these problems, remote sensing image processing is nowadays a mature research area, and the techniques developed in the field allow many real-life applications with great societal value. For instance, urban monitoring, fire detection or flood prediction can have a great impact on economical and environmental issues. To attain such objectives, the remote sensing community has turned into a multidisciplinary field of science that embraces physics, signal theory, computer science, electronics and communications. From a machine learning and signal/image processing point of view, all the applications are tackled under specific formalisms, such as classification and clustering, regression and function approximation, data coding, restoration and enhancement, source unmixing, data fusion or feature selection and extraction. This book covers some of the fields in a comprehensive way. Table of Contents: Remote Sensing from Earth Observation Satellites / The Statistics of Remote Sensing Images / Remote Sensing Feature Selection and Extraction / Classification / Spectral Mixture Analysis / Estimation of Physical Parameters

Combining Pattern Classifiers

Combining Pattern Classifiers
  • Author : Ludmila I. Kuncheva
  • Publisher :Unknown
  • Release Date :2004-08-20
  • Total pages :300
  • ISBN : 0471660256
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Summary : Covering pattern classification methods, Combining Classifiers: Ideas and Methods focuses on the important and widely studied issue of how to combine several classifiers together in order to achieve improved recognition performance. It is one of the first books to provide unified, coherent, and expansive coverage of the topic and as such will be welcomed by those involved in the area. With case studies that bring the text alive and demonstrate 'real-world' applications it is destined to become essential reading.

International Conference on Communication, Computing and Electronics Systems

International Conference on Communication, Computing and Electronics Systems
  • Author : V. Bindhu,Joy Chen,João Manuel R. S. Tavares
  • Publisher :Unknown
  • Release Date :2020-03-04
  • Total pages :757
  • ISBN : 9789811526121
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Summary : This book includes high impact papers presented at the International Conference on Communication, Computing and Electronics Systems 2019, held at the PPG Institute of Technology, Coimbatore, India, on 15-16 November, 2019. Discussing recent trends in cloud computing, mobile computing, and advancements of electronics systems, the book covers topics such as automation, VLSI, embedded systems, integrated device technology, satellite communication, optical communication, RF communication, microwave engineering, artificial intelligence, deep learning, pattern recognition, Internet of Things, precision models, bioinformatics, and healthcare informatics.

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.

Applied Nature-Inspired Computing: Algorithms and Case Studies

Applied Nature-Inspired Computing: Algorithms and Case Studies
  • Author : Nilanjan Dey,Amira S. Ashour,Siddhartha Bhattacharyya
  • Publisher :Unknown
  • Release Date :2019-08-10
  • Total pages :275
  • ISBN : 9789811392634
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Summary : This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each. Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.

Computer Analysis of Images and Patterns

Computer Analysis of Images and Patterns
  • Author : Michael Felsberg,Anders Heyden,Norbert Krüger
  • Publisher :Unknown
  • Release Date :2017-08-08
  • Total pages :487
  • ISBN : 9783319646985
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Summary : The two volume set LNCS 10424 and 10425 constitutes the refereed proceedings of the 17th International Conference on Computer Analysis of Images and Patterns, CAIP 2017, held in Ystad, Sweden, in August 2017. The 72 papers presented were carefully reviewed and selected from 144 submissions The papers are organized in the following topical sections: Vision for Robotics; Motion and Tracking; Segmentation; Image/Video Indexing and Retrieval; Shape Representation and Analysis; Biomedical Image Analysis; Biometrics; Machine Learning; Image Restoration; and Poster Sessions.

Music-Inspired Harmony Search Algorithm

Music-Inspired Harmony Search Algorithm
  • Author : Zong Woo Geem
  • Publisher :Unknown
  • Release Date :2009-02-19
  • Total pages :206
  • ISBN : 9783642001857
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Summary : Calculus has been used in solving many scientific and engineering problems. For optimization problems, however, the differential calculus technique sometimes has a drawback when the objective function is step-wise, discontinuous, or multi-modal, or when decision variables are discrete rather than continuous. Thus, researchers have recently turned their interests into metaheuristic algorithms that have been inspired by natural phenomena such as evolution, animal behavior, or metallic annealing. This book especially focuses on a music-inspired metaheuristic algorithm, harmony search. Interestingly, there exists an analogy between music and optimization: each musical instrument corresponds to each decision variable; musical note corresponds to variable value; and harmony corresponds to solution vector. Just like musicians in Jazz improvisation play notes randomly or based on experiences in order to find fantastic harmony, variables in the harmony search algorithm have random values or previously-memorized good values in order to find optimal solution.

Graph Based Representations in Pattern Recognition

Graph Based Representations in Pattern Recognition
  • Author : Jean-Michel Jolion,Walter Kropatsch
  • Publisher :Unknown
  • Release Date :2012-12-06
  • Total pages :145
  • ISBN : 9783709164877
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Summary : Graph-based representation of images is becoming a popular tool since it represents in a compact way the structure of a scene to be analyzed and allows for an easy manipulation of sub-parts or of relationships between parts. Therefore, it is widely used to control the different levels from segmentation to interpretation. The 14 papers in this volume are grouped in the following subject areas: hypergraphs, recognition and detection, matching, segmentation, implementation problems, representation.

Advances in Computational Intelligence

Advances in Computational Intelligence
  • Author : Ignacio Rojas,Gonzalo Joya,Andreu Catala
  • Publisher :Unknown
  • Release Date :2019-07-15
  • Total pages :926
  • ISBN : 9783030205188
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Summary : This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.

Economic Models of Tropical Deforestation: A Review

Economic Models of Tropical Deforestation: A Review
  • Author : David Kaimowitz,Arild Angelsen
  • Publisher :Unknown
  • Release Date :1998-01-01
  • Total pages :139
  • ISBN : 9789798764172
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Summary : Types of economic deforestation models. Household and firm-level models. Regional-level models. National and macro-level models. Priority areas for future research.

Machine Learning in Action

Machine Learning in Action
  • Author : Peter Harrington
  • Publisher :Unknown
  • Release Date :2011-12
  • Total pages :354
  • ISBN : 1617290181
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Summary : Provides information on the concepts of machine theory, covering such topics as statistical data processing, data visualization, and forecasting.

Python Data Science Handbook

Python Data Science Handbook
  • Author : Jake VanderPlas
  • Publisher :Unknown
  • Release Date :2016-11-21
  • Total pages :548
  • ISBN : 9781491912133
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Summary : For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python Matplotlib: includes capabilities for a flexible range of data visualizations in Python Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

Introduction to Probability

Introduction to Probability
  • Author : Joseph K. Blitzstein,Jessica Hwang
  • Publisher :Unknown
  • Release Date :2014-07-24
  • Total pages :596
  • ISBN : 9781498759762
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Summary : Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google PageRank and Markov chain Monte Carlo (MCMC). Additional

Carbon Dioxide Capture and Storage

Carbon Dioxide Capture and Storage
  • Author : Intergovernmental Panel on Climate Change. Working Group III.
  • Publisher :Unknown
  • Release Date :2005-12-19
  • Total pages :431
  • ISBN : 9780521866439
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Summary : IPCC Report on sources, capture, transport, and storage of CO2, for researchers, policy-makers and engineers.

Forest Economics

Forest Economics
  • Author : Daowei Zhang,Peter H. Pearse
  • Publisher :Unknown
  • Release Date :2011-09-15
  • Total pages :412
  • ISBN : 9780774821551
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Summary : A firm grounding in economics is integral to sound forestry policies and practices. This book, a major revision and expansion of Peter H. Pearse's 1990 classic, is an essential textbook for forestry students. Updated and enhanced with advanced empirical presentation of materials, it covers the basic economic principles and concepts and their application to modern forest management and policy issues. Forest Economics reflects the authors' more than fifty years of combined experience in teaching forest economics in the United States and Canada. Its comprehensive and systematic analysis of forest issues makes it an indispensable resource for students and practitioners of forest management, natural resource conservation, and environmental studies.

2019 8th Brazilian Conference on Intelligent Systems (BRACIS)

2019 8th Brazilian Conference on Intelligent Systems (BRACIS)
  • Author : IEEE Staff
  • Publisher :Unknown
  • Release Date :2019-10-15
  • Total pages :229
  • ISBN : 1728142547
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Summary : The Brazilian Conference on Intelligent Systems (BRACIS) originated from the combination of the two most important scientific events in Brazil in Artificial Intelligence (AI) and Computational Intelligence (CI) the Brazilian Symposium on Artificial Intelligence SBIA (21editions), and the Brazilian Symposium on Neural Networks SBRN (12 editions) The Encontro Nacional de Intelig ncia Artificial e Computacional (ENIAC) is a national forum for researchers, practitioners, educators and students to present and discuss innovations, trends, experiences, developments and work in progress in the fields of Artificial and Computational Intelligence

The Proceedings of the 2018 Asia-Pacific International Symposium on Aerospace Technology (APISAT 2018)

The Proceedings of the 2018 Asia-Pacific International Symposium on Aerospace Technology (APISAT 2018)
  • Author : Xinguo Zhang
  • Publisher :Unknown
  • Release Date :2019-06-08
  • Total pages :3068
  • ISBN : 9789811333057
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Summary : This book is a compilation of peer-reviewed papers from the 2018 Asia-Pacific International Symposium on Aerospace Technology (APISAT 2018). The symposium is a common endeavour between the four national aerospace societies in China, Australia, Korea and Japan, namely, the Chinese Society of Aeronautics and Astronautics (CSAA), Royal Aeronautical Society Australian Division (RAeS Australian Division), the Korean Society for Aeronautical and Space Sciences (KSAS) and the Japan Society for Aeronautical and Space Sciences (JSASS). APISAT is an annual event initiated in 2009 to provide an opportunity for researchers and engineers from Asia-Pacific countries to discuss current and future advanced topics in aeronautical and space engineering.