Advances In Soft Computing And Machine Learning In Image Processing

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Advances in Soft Computing and Machine Learning in Image Processing

Aboul Ella Hassanien,Diego Oliva
Advances in Soft Computing and Machine Learning in Image Processing Book PDF

Author : Aboul Ella Hassanien,Diego Oliva
Publisher : Unknown
Page : 718 pages
File Size : 43,7 Mb
Release : 2018
Category : Image processing
ISBN : 331963755X

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Advances in Soft Computing and Machine Learning in Image Processing by Aboul Ella Hassanien,Diego Oliva Pdf

This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.

Intelligent Systems

Chiranji Lal Chowdhary
Intelligent Systems Book PDF

Author : Chiranji Lal Chowdhary
Publisher : CRC Press
Page : 288 pages
File Size : 43,7 Mb
Release : 2020-01-06
Category : Business & Economics
ISBN : 9780429560040

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Intelligent Systems by Chiranji Lal Chowdhary Pdf

This volume helps to fill the gap between data analytics, image processing, and soft computing practices. Soft computing methods are used to focus on data analytics and image processing to develop good intelligent systems. To this end, readers of this volume will find quality research that presents the current trends, advanced methods, and hybridized techniques relating to data analytics and intelligent systems. The book also features case studies related to medical diagnosis with the use of image processing and soft computing algorithms in particular models. Providing extensive coverage of biometric systems, soft computing, image processing, artificial intelligence, and data analytics, the chapter authors discuss the latest research issues, present solutions to research problems, and look at comparative analysis with earlier results. Topics include some of the most important challenges and discoveries in intelligent systems today, such as computer vision concepts and image identification, data analysis and computational paradigms, deep learning techniques, face and speaker recognition systems, and more.

Advances in Intelligent Automation and Soft Computing

Xiaolong Li
Advances in Intelligent Automation and Soft Computing Book PDF

Author : Xiaolong Li
Publisher : Springer Nature
Page : 1317 pages
File Size : 49,5 Mb
Release : 2021-07-26
Category : Technology & Engineering
ISBN : 9783030810078

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Advances in Intelligent Automation and Soft Computing by Xiaolong Li Pdf

This book presents select proceedings of the International Conference on Intelligent Automation and Soft Computing (IASC2021). Various topics covered in this book include AI algorithm, neural networks, pattern recognition, machine learning, blockchain technology, system engineering, computer vision and image processing, adaptive control and robotics, big data and data processing, networking and security. The book is a valuable reference for beginners, researchers, and professionals interested in artificial intelligence, automation, and soft computing.

Advances in Soft Computing

Obdulia Pichardo-Lagunas,Sabino Miranda-Jiménez
Advances in Soft Computing Book PDF

Author : Obdulia Pichardo-Lagunas,Sabino Miranda-Jiménez
Publisher : Springer
Page : 552 pages
File Size : 46,9 Mb
Release : 2017-08-01
Category : Computers
ISBN : 9783319624280

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Advances in Soft Computing by Obdulia Pichardo-Lagunas,Sabino Miranda-Jiménez Pdf

The two-volume set LNAI 10061 and 10062 constitutes the proceedings of the 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, held in Cancún, Mexico, in October 2016. The total of 86 papers presented in these two volumes was carefully reviewed and selected from 238 submissions. The contributions were organized in the following topical sections: Part I: natural language processing; social networks and opinion mining; fuzzy logic; time series analysis and forecasting; planning and scheduling; image processing and computer vision; robotics. Part II: general; reasoning and multi-agent systems; neural networks and deep learning; evolutionary algorithms; machine learning; classification and clustering; optimization; data mining; graph-based algorithms; and intelligent learning environments.

Advances in Soft Computing and Its Applications

Félix Castro,Alexander Gelbukh,Miguel González
Advances in Soft Computing and Its Applications Book PDF

Author : Félix Castro,Alexander Gelbukh,Miguel González
Publisher : Springer
Page : 535 pages
File Size : 47,6 Mb
Release : 2013-11-18
Category : Computers
ISBN : 9783642451119

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Advances in Soft Computing and Its Applications by Félix Castro,Alexander Gelbukh,Miguel González Pdf

The two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. The total of 85 papers presented in these proceedings were carefully reviewed and selected from 284 submissions. The first volume deals with advances in artificial intelligence and its applications and is structured in the following five sections: logic and reasoning; knowledge-based systems and multi-agent systems; natural language processing; machine translation and bioinformatics and medical applications. The second volume deals with advances in soft computing and its applications and is structured in the following eight sections: evolutionary and nature-inspired metaheuristic algorithms; neural networks and hybrid intelligent systems; fuzzy systems; machine learning and pattern recognition; data mining; computer vision and image processing; robotics, planning and scheduling and emotion detection, sentiment analysis and opinion mining.

Advances in Soft Computing and Machine Learning in Image Processing

Aboul Ella Hassanien,Diego Alberto Oliva
Advances in Soft Computing and Machine Learning in Image Processing Book PDF

Author : Aboul Ella Hassanien,Diego Alberto Oliva
Publisher : Springer
Page : 718 pages
File Size : 48,7 Mb
Release : 2017-10-13
Category : Technology & Engineering
ISBN : 9783319637549

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Advances in Soft Computing and Machine Learning in Image Processing by Aboul Ella Hassanien,Diego Alberto Oliva Pdf

This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.

Image Quality Assessment of Computer-generated Images

André Bigand,Julien Dehos,Christophe Renaud,Joseph Constantin
Image Quality Assessment of Computer generated Images Book PDF

Author : André Bigand,Julien Dehos,Christophe Renaud,Joseph Constantin
Publisher : Springer
Page : 88 pages
File Size : 40,6 Mb
Release : 2018-03-09
Category : Computers
ISBN : 9783319735436

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Image Quality Assessment of Computer-generated Images by André Bigand,Julien Dehos,Christophe Renaud,Joseph Constantin Pdf

Image Quality Assessment is well-known for measuring the perceived image degradation of natural scene images but is still an emerging topic for computer-generated images. This book addresses this problem and presents recent advances based on soft computing. It is aimed at students, practitioners and researchers in the field of image processing and related areas such as computer graphics and visualization. In this book, we first clarify the differences between natural scene images and computer-generated images, and address the problem of Image Quality Assessment (IQA) by focusing on the visual perception of noise. Rather than using known perceptual models, we first investigate the use of soft computing approaches, classically used in Artificial Intelligence, as full-reference and reduced-reference metrics. Thus, by creating Learning Machines, such as SVMs and RVMs, we can assess the perceptual quality of a computer-generated image. We also investigate the use of interval-valued fuzzy sets as a no-reference metric. These approaches are treated both theoretically and practically, for the complete process of IQA. The learning step is performed using a database built from experiments with human users and the resulting models can be used for any image computed with a stochastic rendering algorithm. This can be useful for detecting the visual convergence of the different parts of an image during the rendering process, and thus to optimize the computation. These models can also be extended to other applications that handle complex models, in the fields of signal processing and image processing.

Advances in Artificial Intelligence and Soft Computing

Grigori Sidorov,Sofía N. Galicia-Haro
Advances in Artificial Intelligence and Soft Computing Book PDF

Author : Grigori Sidorov,Sofía N. Galicia-Haro
Publisher : Springer
Page : 575 pages
File Size : 47,9 Mb
Release : 2015-11-19
Category : Computers
ISBN : 9783319270609

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Advances in Artificial Intelligence and Soft Computing by Grigori Sidorov,Sofía N. Galicia-Haro Pdf

The two volume set LNAI 9413 + LNAI 9414 constitutes the proceedings of the 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, held in Cuernavaca, Morelos, Mexico, in October 2015. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 297 submissions. They were organized in topical sections named: natural language processing; logic and multi-agent systems; bioinspired algorithms; neural networks; evolutionary algorithms; fuzzy logic; machine learning and data mining; natural language processing applications; educational applications; biomedical applications; image processing and computer vision; search and optimization; forecasting; and intelligent applications.

Advances in Soft Computing

Félix Castro,Sabino Miranda-Jiménez,Miguel González-Mendoza
Advances in Soft Computing Book PDF

Author : Félix Castro,Sabino Miranda-Jiménez,Miguel González-Mendoza
Publisher : Springer
Page : 367 pages
File Size : 48,7 Mb
Release : 2018-12-31
Category : Computers
ISBN : 9783030028374

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Advances in Soft Computing by Félix Castro,Sabino Miranda-Jiménez,Miguel González-Mendoza Pdf

The two-volume set LNAI 10632 and 10633 constitutes the proceedings of the 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, held in Enseneda, Mexico, in October 2017. The total of 60 papers presented in these two volumes was carefully reviewed and selected from 203 submissions. The contributions were organized in the following topical sections: Part I: neural networks; evolutionary algorithms and optimization; hybrid intelligent systems and fuzzy logic; and machine learning and data mining. Part II: natural language processing and social networks; intelligent tutoring systems and educational applications; and image processing and pattern recognition.

Soft Computing in Image Processing

Mike Nachtegael,Dietrich van der Weken,Etienne E. Kerre,Wilfried Philips
Soft Computing in Image Processing Book PDF

Author : Mike Nachtegael,Dietrich van der Weken,Etienne E. Kerre,Wilfried Philips
Publisher : Springer
Page : 487 pages
File Size : 54,6 Mb
Release : 2007-06-24
Category : Technology & Engineering
ISBN : 9783540382331

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Soft Computing in Image Processing by Mike Nachtegael,Dietrich van der Weken,Etienne E. Kerre,Wilfried Philips Pdf

Images have always been very important in human life. Their applications range from primitive communication between humans of all ages to advanced technologies in the industrial, medical and military field. The increased possibilities to capture and analyze images have contributed to the largeness that the scientific field of "image processing" has become today. Many techniques are being applied, including soft computing. "Soft Computing in Image Processing: Recent Advances" follows the edited volumes "Fuzzy Techniques in Image Processing" (volume 52, published in 2000) and "Fuzzy Filters for Image Processing" (volume 122, published in 2003), and covers a wide range of both practical and theoretical applications of soft computing in image processing. The 16 excellent chapters of the book have been grouped into five parts: Applications in Remote Sensing, Applications in Image Retrieval, Applications in Image Analysis, Other Applications, and Theoretical Contributions. The focus of the book is on practical applications, which makes it interesting for every researcher that is involved with soft computing, image processing, or both scientific branches.

Advances in Soft Computing

Ildar Batyrshin,María de Lourdes Martínez-Villaseñor,Hiram Eredín Ponce Espinosa
Advances in Soft Computing Book PDF

Author : Ildar Batyrshin,María de Lourdes Martínez-Villaseñor,Hiram Eredín Ponce Espinosa
Publisher : Springer
Page : 454 pages
File Size : 45,6 Mb
Release : 2019-01-02
Category : Computers
ISBN : 9783030044916

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Advances in Soft Computing by Ildar Batyrshin,María de Lourdes Martínez-Villaseñor,Hiram Eredín Ponce Espinosa Pdf

The two-volume set LNAI 11288 and 11289 constitutes the proceedings of the 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, held in Guadalajara, Mexico, in October 2018. The total of 62 papers presented in these two volumes was carefully reviewed and selected from 149 submissions. The contributions are organized in topical as follows: Part I: evolutionary and nature-inspired intelligence; machine learning; fuzzy logic and uncertainty management. Part II: knowledge representation, reasoning, and optimization; natural language processing; and robotics and computer vision.

Soft Computing Approach to Pattern Recognition and Image Processing

Ashish Ghosh,Sankar K. Pal
Soft Computing Approach to Pattern Recognition and Image Processing Book PDF

Author : Ashish Ghosh,Sankar K. Pal
Publisher : World Scientific
Page : 374 pages
File Size : 48,7 Mb
Release : 2002
Category : Computers
ISBN : 9812776230

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Soft Computing Approach to Pattern Recognition and Image Processing by Ashish Ghosh,Sankar K. Pal Pdf

This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications. The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to case based reasoning, data mining and bio-informatics with a scope for future research. The contributors from around the world present a balanced mixture of current theory, algorithms and applications, making the book an extremely useful resource for students and researchers alike. Contents: Pattern Recognition: Multiple Classifier Systems; Building Decision Trees from the Fourier Spectrum of a Tree Ensemble; Clustering Large Data Sets; Multi-objective Variable String Genetic Classifier: Application to Remote Sensing Imagery; Image Processing and Vision: Dissimilarity Measures Between Fuzzy Sets or Fuzzy Structures; Early Vision: Concepts and Algorithms; Self-organizing Neural Network for Multi-level Image Segmentation; Geometric Transformation by Moment Method with Wavelet Matrix; New Computationally Efficient Algorithms for Video Coding; Soft Computing for Computational Media Aesthetics: Analyzing Video Content for Meaning; Granular Computing and Case Based Reasoning: Towards Granular Multi-agent Systems; Granular Computing and Pattern Recognition; Case Base Maintenance: A Soft Computing Perspective; Real Life Applications: Autoassociative Neural Network Models for Pattern Recognition Tasks in Speech and Image; Protein Structure Prediction Using Soft Computing; Pattern Classification for Biological Data Mining. Readership: Upper level undergraduates, graduates, researchers, academics and industrialists.

Computer Recognition Systems 2

Marek Kurzynski,Edward Puchala,Michal Wozniak,Andrzej Zolnierek
Computer Recognition Systems 2 Book PDF

Author : Marek Kurzynski,Edward Puchala,Michal Wozniak,Andrzej Zolnierek
Publisher : Springer Science & Business Media
Page : 1745 pages
File Size : 43,5 Mb
Release : 2007-10-15
Category : Computers
ISBN : 9783540751748

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Computer Recognition Systems 2 by Marek Kurzynski,Edward Puchala,Michal Wozniak,Andrzej Zolnierek Pdf

This book presents the results of the 5th International Conference on Computer Recognition Systems CORES’07 held 22-25 October 2007 in Hotel Tumski, Wroclaw, Poland. It brings together original research results in both methodological issues and different application areas of pattern recognition. The contributions cover all topics in pattern recognition including, for example, classification and interpretation of text, video, and voice.

Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies

Sarfraz, Muhammad
Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies Book PDF

Author : Sarfraz, Muhammad
Publisher : IGI Global
Page : 312 pages
File Size : 52,9 Mb
Release : 2014-04-30
Category : Computers
ISBN : 9781466660311

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Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies by Sarfraz, Muhammad Pdf

The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies features timely and informative research on the design and development of computer vision and image processing applications in intelligent agents as well as in multimedia technologies. Covering a diverse set of research in these areas, this publication is ideally designed for use by academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.

Recent Advances in Soft Computing

Radek Matoušek
Recent Advances in Soft Computing Book PDF

Author : Radek Matoušek
Publisher : Springer
Page : 328 pages
File Size : 41,6 Mb
Release : 2018-08-04
Category : Technology & Engineering
ISBN : 9783319978888

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Recent Advances in Soft Computing by Radek Matoušek Pdf

This book presents selected papers from the MENDEL conference that was held in Brno, Czech Republic in June 2017. Consisting of two parts, the book discusses recent advances in soft computing, including intelligent image processing: Part 1 addresses evolutionary computing, swarm intelligence, metaheuristics, and optimization; Part 2 then focuses on neural networks, machine learning, self-organization, fuzzy systems, and advanced statistics. The MENDEL conference was established in 1995 and it bears the name of the scientist and Augustinian priest Gregor J. Mendel, who discovered the famous Laws of Heredity. The main aim of the conference was to create a regular opportunity for students, academics and researchers to exchange their ideas and novel research methods.