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
  • Release : 09 December 2014
  • ISBN : 012802092X
  • 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 09 December 2014 and published by Morgan Kaufmann 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 R Arabnia
  • Publisher : Morgan Kaufmann
  • Release Date : 2014-12-09
  • Total pages : 640
  • ISBN : 012802092X
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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 ...

Research Developments in Computer Vision and Image Processing Methodologies and Applications

Research Developments in Computer Vision and Image Processing  Methodologies and Applications
  • Author : Srivastava, Rajeev
  • Publisher : IGI Global
  • Release Date : 2013-09-30
  • Total pages : 451
  • ISBN : 012802092X
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Summary : Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. Research Developments in Computer Vision and Image Processing: ...

Image Processing Concepts Methodologies Tools and Applications

Image Processing  Concepts  Methodologies  Tools  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2013-05-31
  • Total pages : 1552
  • ISBN : 012802092X
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Summary : Advancements in digital technology continue to expand the image science field through the tools and techniques utilized to process two-dimensional images and videos. Image Processing: Concepts, Methodologies, Tools, and Applications presents a collection of research on this multidisciplinary field and the operation of multi-dimensional signals with systems that range from ...

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 : 012802092X
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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 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 : 012802092X
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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 ...

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 : 012802092X
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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 ...

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 : 012802092X
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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, ...

Advanced Machine Vision Paradigms for Medical Image Analysis

Advanced Machine Vision Paradigms for Medical Image Analysis
  • Author : Tapan K. Gandhi,Siddhartha Bhattacharyya,Sourav De,Debanjan Konar,Sandip Dey
  • Publisher : Academic Press
  • Release Date : 2020-08-11
  • Total pages : 308
  • ISBN : 012802092X
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Summary : Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during ...

Emerging Trends in Visual Computing

Emerging Trends in Visual Computing
  • Author : Frank Nielsen
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-03-26
  • Total pages : 386
  • ISBN : 012802092X
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Summary : This book is an outcome of the LIX Fall Colloquium on the Emerging Trends in Visual Computing, ETVC 2008, which was held in Palaiseau, France, November 18-20, 2008. During the event, 25 renowned invited speakers gave lectures on their areas of expertise within the field of visual computing. From these talks, a total ...

Hyperspectral Image Analysis

Hyperspectral Image Analysis
  • Author : Saurabh Prasad,Jocelyn Chanussot
  • Publisher : Springer Nature
  • Release Date : 2020-04-27
  • Total pages : 466
  • ISBN : 012802092X
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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 ...

Research Developments in Computer Vision and Image Processing

Research Developments in Computer Vision and Image Processing
  • Author : Rajeev Srivastava
  • Publisher : Unknown
  • Release Date : 2013-07
  • Total pages : 425
  • ISBN : 012802092X
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Summary : "This book brings together various research methodologies and trends in emerging areas of application of computer vision and image processing for those interested in the research developments of this rapidly growing field"--...

Graphic Recognition Current Trends and Challenges

Graphic Recognition  Current Trends and Challenges
  • Author : Bart Lamiroy,Rafael Dueire Lins
  • Publisher : Springer
  • Release Date : 2017-01-07
  • Total pages : 149
  • ISBN : 012802092X
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Summary : This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Workshop on Graphics Recognition, GREC 2015, held in Nancy, France, in August 2015. The 10 revised full papers presented were carefully reviewed and selected from 19 initial submissions. They contain both classical and emerging topics of Graphics Recognition, namely symbol spotting; recognition ...

Library Trends

Library Trends
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 012802092X
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Summary : Read online Library Trends written by , published by which was released on 1999. Download full Library Trends Books now! Available in PDF, ePub and Kindle....

Deep Learning and Neural Networks Concepts Methodologies Tools and Applications

Deep Learning and Neural Networks  Concepts  Methodologies  Tools  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2019-10-11
  • Total pages : 1671
  • ISBN : 012802092X
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Summary : Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop new techniques for managing data in order to ensure adequate usage. Deep learning, a subset of artificial intelligence and machine learning, has been recognized in ...

Advances in Computer Vision

Advances in Computer Vision
  • Author : Kohei Arai,Supriya Kapoor
  • Publisher : Springer
  • Release Date : 2019-04-23
  • Total pages : 767
  • ISBN : 012802092X
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Summary : This book presents a remarkable collection of chapters covering a wide range of topics in the areas of Computer Vision, both from theoretical and application perspectives. It gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019. The conference attracted a total of 371 ...