Emerging Trends in Image Processing Computer Vision and Pattern Recognition

Written By Leonidas Deligiannidis
Emerging Trends in Image Processing  Computer Vision and Pattern Recognition
  • Publsiher : Morgan Kaufmann Publishers
  • Release : 10 December 2014
  • ISBN : 9780128020456
  • Pages : 640 pages
  • Rating : /5 from reviews
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Download or read book entitled Emerging Trends in Image Processing Computer Vision and Pattern Recognition by author: Leonidas Deligiannidis which was release on 10 December 2014 and published by Morgan Kaufmann Publishers with total page 640 pages . This book available in PDF, EPUB and Kindle Format. Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition discusses the latest in trends in imaging science which at its core consists of three intertwined computer science fields, namely: Image Processing, Computer Vision, and Pattern Recognition. There is significant renewed interest in each of these three fields fueled by Big Data and Data Analytic initiatives including but not limited to; applications as diverse as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering. These three core topics discussed here provide a solid introduction to image processing along with low-level processing techniques, computer vision fundamentals along with examples of applied applications and pattern recognition algorithms and methodologies that will be of value to the image processing and computer vision research communities. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new and novel applications Editors' Leonidas Deligiannidis and Hamid Arabnia cover; Many perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation Key application techniques in computer vision some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication Pattern recognition algorithms including but not limited to; Supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms. How to use image processing and visualization to analyze big data. Discusses novel applications that can benefit from image processing, computer vision and pattern recognition such as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering. Covers key application techniques in computer vision from fundamentals to mid to high level processing some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication. Presents a number of pattern recognition algorithms and methodologies including but not limited to; supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms. Explains how to use image processing and visualization to analyze big data.

Emerging Trends in Image Processing Computer Vision and Pattern Recognition

Emerging Trends in Image Processing  Computer Vision and Pattern Recognition
  • Author : Leonidas Deligiannidis,Hamid Arabnia
  • Publisher : Morgan Kaufmann Publishers
  • Release Date : 2014-12-10
  • Total pages : 640
  • ISBN : 9780128020456
GET BOOK

Summary : Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition discusses the latest in trends in imaging science which at its core consists of three intertwined computer science fields, namely: Image Processing, Computer Vision, and Pattern Recognition. There is significant renewed interest in each of these three fields fueled by ...

Emerging Trends in Image Processing Computer Vision and Pattern Recognition

Emerging Trends in Image Processing  Computer Vision and Pattern Recognition
  • Author : Leonidas Deligiannidis,Hamid R Arabnia
  • Publisher : Morgan Kaufmann
  • Release Date : 2014-12-09
  • Total pages : 640
  • ISBN : 9780128020456
GET BOOK

Summary : Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition discusses the latest in trends in imaging science which at its core consists of three intertwined computer science fields, namely: Image Processing, Computer Vision, and Pattern Recognition. There is significant renewed interest in each of these three fields fueled by ...

Computational Intelligence Methods for Super Resolution in Image Processing Applications

Computational Intelligence Methods for Super Resolution in Image Processing Applications
  • Author : Anand Deshpande
  • Publisher : Springer Nature
  • Release Date : 2021-08-06
  • Total pages : 212
  • ISBN : 9780128020456
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Summary : Read online Computational Intelligence Methods for Super Resolution in Image Processing Applications written by Anand Deshpande, published by Springer Nature which was released on . Download full Computational Intelligence Methods for Super Resolution in Image Processing Applications Books now! Available in PDF, ePub and Kindle....

New Trends in Databases and Information Systems

New Trends in Databases and Information Systems
  • Author : Mirjana Ivanović,Bernhard Thalheim,Barbara Catania,Klaus-Dieter Schewe,Mārīte Kirikova,Petr Šaloun,Ajantha Dahanayake,Tania Cerquitelli,Elena Baralis,Pietro Michiardi
  • Publisher : Springer
  • Release Date : 2016-08-13
  • Total pages : 235
  • ISBN : 9780128020456
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Summary : This book constitutes the thoroughly refereed short papers, workshops and Doctoral Consortium papers of the 20th East European Conference on Advances in Databases and Information Systems, ADBIS 2016, held in Prague, Czech Republic, in August 2016. The 11 short papers and one historical paper were carefully selected and reviewed from 85 submissions. The rest ...

Advances in Intelligent Systems and Computing V

Advances in Intelligent Systems and Computing V
  • Author : Natalya Shakhovska,Mykola O. Medykovskyy
  • Publisher : Springer Nature
  • Release Date : 2020-12-22
  • Total pages : 1186
  • ISBN : 9780128020456
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Summary : This book reports on new theories and applications in the field of intelligent systems and computing. It covers cutting-edge computational and artificial intelligence methods, advances in computer vision, big data, cloud computing, and computation linguistics, as well as cyber-physical and intelligent information management systems. The respective chapters are based on ...

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition
  • Author : K. C. Santosh,Bharti Gawali
  • Publisher : Springer Nature
  • Release Date : 2021-03-22
  • Total pages : 375
  • ISBN : 9780128020456
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Summary : This two-volume set constitutes the refereed proceedings of the Third International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2020, held in Aurangabad, India, in January 2020. The 78 revised full papers presented were carefully reviewed and selected from 329 submissions. The papers are organized in topical sections in the ...

Trends and Applications in Software Engineering

Trends and Applications in Software Engineering
  • Author : Jezreel Mejia,Mirna Muñoz,Álvaro Rocha,Tomas San Feliu,Adriana Peña
  • Publisher : Springer
  • Release Date : 2016-10-10
  • Total pages : 294
  • ISBN : 9780128020456
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Summary : This book offers a selection of papers from the 2016 International Conference on Software Process Improvement (CIMPS’16), held between the 12th and 14th of October 2016 in Aguascalientes, Aguascalientes, México. The CIMPS’16 is a global forum for researchers and practitioners to present and discuss the most recent innovations, trends, results, experiences ...

Image Processing Communications Challenges 3

Image Processing   Communications Challenges 3
  • Author : Ryszard S. Choraś
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-08-14
  • Total pages : 534
  • ISBN : 9780128020456
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Summary : This book was written to inform prospective readers of current trends in image processing and communications area. Image processing and communications represent a dynamic part of computer science, playing increasingly important role in an information era. This book presents the new approaches, in: image processing and computer vision; telecommunications networks, ...

Trends and Advances in Information Systems and Technologies

Trends and Advances in Information Systems and Technologies
  • Author : Álvaro Rocha,Hojjat Adeli,Luís Paulo Reis,Sandra Costanzo
  • Publisher : Springer
  • Release Date : 2018-03-24
  • Total pages : 1518
  • ISBN : 9780128020456
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Summary : This book includes a selection of papers from the 2018 World Conference on Information Systems and Technologies (WorldCIST'18), held in Naples, Italy on March27-29, 2018. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and the challenges of modern ...

Soft Computing for Sustainability Science

Soft Computing for Sustainability Science
  • Author : Carlos Cruz Corona
  • Publisher : Springer
  • Release Date : 2017-07-12
  • Total pages : 348
  • ISBN : 9780128020456
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Summary : This book offers a timely snapshot of soft computing methodologies and their applications to various problems related to sustainability, including electric energy consumption; fault diagnosis; vessel fuel consumption; determining the best sites for new malls; maritime port projects; and ad-hoc vehicular networks. Further, it demonstrates how metaheuristics and machine learning ...

Advances in Computer Vision and Information Technology

Advances in Computer Vision and Information Technology
  • Author : K. V. Kale
  • Publisher : I. K. International Pvt Ltd
  • Release Date : 2008-01-01
  • Total pages : 1688
  • ISBN : 9780128020456
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Summary : The latest trends in Information Technology represent a new intellectual paradigm for scientific exploration and visualization of scientific phenomena. The present treatise covers almost all the emerging technologies in the field. Academicians, engineers, industralists, scientists and researchers engaged in teaching, research and development of Computer Science and Information Technology will ...

Advances in Decision Sciences Image Processing Security and Computer Vision

Advances in Decision Sciences  Image Processing  Security and Computer Vision
  • Author : Suresh Chandra Satapathy,K. Srujan Raju,K. Shyamala,D. Rama Krishna,Margarita N. Favorskaya
  • Publisher : Springer
  • Release Date : 2019-07-12
  • Total pages : 806
  • ISBN : 9780128020456
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Summary : This book constitutes the proceedings of the First International Conference on Emerging Trends in Engineering (ICETE), held at University College of Engineering and organised by the Alumni Association, University College of Engineering, Osmania University, in Hyderabad, India on 22–23 March 2019. The proceedings of the ICETE are published in three volumes, covering ...

Proceedings of International Conference on Computer Vision and Image Processing

Proceedings of International Conference on Computer Vision and Image Processing
  • Author : Balasubramanian Raman,Sanjeev Kumar,Partha Pratim Roy,Debashis Sen
  • Publisher : Springer
  • Release Date : 2016-12-22
  • Total pages : 567
  • ISBN : 9780128020456
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Summary : This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and ...

Emerging Trends in Visual Computing

Emerging Trends in Visual Computing
  • Author : Frank Nielsen
  • Publisher : Springer
  • Release Date : 2009-03-21
  • Total pages : 386
  • ISBN : 9780128020456
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Summary : This book features contributions from the LIX Fall Colloquium on the Emerging Trends in Visual Computing, ETVC 2008. Coverage includes information geometry and applications, computer graphics and vision, and medical imaging and computational anatomy....

Hyperspectral Image Analysis

Hyperspectral Image Analysis
  • Author : Saurabh Prasad,Jocelyn Chanussot
  • Publisher : Springer
  • Release Date : 2020-06-09
  • Total pages : 466
  • ISBN : 9780128020456
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Summary : This book reviews the state of the art in algorithmic approaches addressing the practical challenges that arise with hyperspectral image analysis tasks, with a focus on emerging trends in machine learning and image processing/understanding. It presents advances in deep learning, multiple instance learning, sparse representation based learning, low-dimensional manifold ...