Entropy In Image Analysis

Author : Amelia Carolina Sparavigna
Publisher : MDPI
Page : 456 pages
File Size : 53,5 Mb
Release : 2019-06-24
Category : Technology & Engineering
ISBN : 9783039210923

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Entropy in Image Analysis by Amelia Carolina Sparavigna Pdf

Image analysis is a fundamental task for extracting information from images acquired across a range of different devices. Since reliable quantitative results are requested, image analysis requires highly sophisticated numerical and analytical methods—particularly for applications in medicine, security, and remote sensing, where the results of the processing may consist of vitally important data. The contributions to this book provide a good overview of the most important demands and solutions concerning this research area. In particular, the reader will find image analysis applied for feature extraction, encryption and decryption of data, color segmentation, and in the support new technologies. In all the contributions, entropy plays a pivotal role.

Author : Amelia Carolina Sparavigna
Publisher : Unknown
Page : 456 pages
File Size : 41,6 Mb
Release : 2019
Category : Engineering (General). Civil engineering (General)
ISBN : 3039210939

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Entropy in Image Analysis by Amelia Carolina Sparavigna Pdf

Image analysis is a fundamental task for extracting information from images acquired across a range of different devices. Since reliable quantitative results are requested, image analysis requires highly sophisticated numerical and analytical methods--particularly for applications in medicine, security, and remote sensing, where the results of the processing may consist of vitally important data. The contributions to this book provide a good overview of the most important demands and solutions concerning this research area. In particular, the reader will find image analysis applied for feature extraction, encryption and decryption of data, color segmentation, and in the support new technologies. In all the contributions, entropy plays a pivotal role.

Author : Amelia Carolina Sparavigna
Publisher : Mdpi AG
Page : 394 pages
File Size : 53,8 Mb
Release : 2020-10-02
Category : Technology & Engineering
ISBN : 3039431609

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Entropy in Image Analysis II by Amelia Carolina Sparavigna Pdf

Image analysis is a fundamental task for any application where extracting information from images is required. The analysis requires highly sophisticated numerical and analytical methods, particularly for those applications in medicine, security, and other fields where the results of the processing consist of data of vital importance. This fact is evident from all the articles composing the Special Issue "Entropy in Image Analysis II", in which the authors used widely tested methods to verify their results. In the process of reading the present volume, the reader will appreciate the richness of their methods and applications, in particular for medical imaging and image security, and a remarkable cross-fertilization among the proposed research areas.

Author : V. Rajinikanth,K. Kamalanand,C. Emmanuel,B. Thayumanavan
Publisher : CRC Press
Page : 135 pages
File Size : 52,9 Mb
Release : 2020-12-21
Category : Science
ISBN : 9781000327250

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Biomedical Signal and Image Examination with Entropy-Based Techniques by V. Rajinikanth,K. Kamalanand,C. Emmanuel,B. Thayumanavan Pdf

The aim of this book is to outline the concept of entropy, various types of entropies and their implementation to evaluate a variety of biomedical signals/images. The book emphasizes various entropy-based image pre-processing methods which are essential for the development of suitable computerized examination systems. The recent research works on biomedical signal evaluation confirms that signal analysis provides vital information regarding the physiological condition of the patient, and the efficient evaluation of these signals can help to diagnose the nature and the severity of the disease. This book emphasizes various entropy-based image pre-processing methods which are essential for the development of suitable computerized examination systems for the analysis of biomedical images recorded with a variety of modalities. The work discusses the image pro-processing methods with the Entropies, such as Kapur, Tsallis, Shannon and Fuzzy on a class of RGB-scaled and gray-scaled medical pictures. The performance of the proposed technique is justified with the help of suitable case studies, which involves x-ray image analysis, MRI analysis and CT analysis. This book is intended for medical signal/image analysts, undergraduate and postgraduate students, researchers, and medical scientists interested in biomedical data evaluation.

Author : Amelia Carolina Sparavigna
Publisher : Mdpi AG
Page : 0 pages
File Size : 48,6 Mb
Release : 2022-04-02
Category : Technology & Engineering
ISBN : 3036535152

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Entropy in Image Analysis III by Amelia Carolina Sparavigna Pdf

Image analysis can be applied to rich and assorted scenarios; therefore, the aim of this recent research field is not only to mimic the human vision system. Image analysis is the main methods that computers are using today, and there is body of knowledge that they will be able to manage in a totally unsupervised manner in future, thanks to their artificial intelligence. The articles published in the book clearly show such a future.

Author : De-Shuang Huang,Kang-Hyun Jo,Hong-Hee Lee,Hee-Jun Kang,Vitoantonio Bevilacqua
Publisher : Springer Science & Business Media
Page : 1156 pages
File Size : 44,8 Mb
Release : 2009-08-28
Category : Computers
ISBN : 9783642040696

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Emerging Intelligent Computing Technology and Applications by De-Shuang Huang,Kang-Hyun Jo,Hong-Hee Lee,Hee-Jun Kang,Vitoantonio Bevilacqua Pdf

This book - in conjunction with the volume LNAI 5755 - constitutes the refereed proceedings of the 5th International Conference on Intelligent Computing, ICIC 2009, held in Ulsan, South Korea in September 2009. The 214 revised full papers of these two volumes were carefully reviewed and selected from a total of 1082 submissions. The papers are organized in topical sections on Supervised & Semi-supervised Learning, Machine Learning Theory and Methods, Biological and Quantum Computing, Intelligent Computing in Bioinformatics, Intelligent Computing in Computational Biology and Drug Design, Computational Genomics and Proteomics, Intelligent Computing in Signal Processing, Intelligent Computing in Pattern Recognition, Intelligent Computing in Image Processing, Intelligent Computing in Communication and Computer Networks, Intelligent Computing in Robotics, Intelligent Computing in Computer Vision, Intelligent Agent and Web Applications, Intelligent Sensor Networks, Intelligent Fault Diagnosis & Financial Engineering, Intelligent Control and Automation, Intelligent Data Fusion and Security, Intelligent Prediction & Time Series Analysis, Natural Language Processing and Expert Systems, Intelligent Image/Document Retrievals, Computational Analysis and Data Mining in Biological Systems, Knowledge-Based Systems and Intelligent Computing in Medical Imaging, Applications of Intelligent Computing in Information Assurance & Security, Computational Analysis and Applications in Biomedical System, Intelligent Computing Algorithms in Banking and Finance, and Network-Based Intelligent Technologies.

Author : Peter Enser,Yiannis Kompatsiaris,Noel E. O'Connor,Alan Smeaton,Arnold W.M. Smeulders
Publisher : Springer Science & Business Media
Page : 694 pages
File Size : 52,5 Mb
Release : 2004-07-08
Category : Computers
ISBN : 9783540225393

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Image and Video Retrieval by Peter Enser,Yiannis Kompatsiaris,Noel E. O'Connor,Alan Smeaton,Arnold W.M. Smeulders Pdf

This book constitutes the refereed proceedings of the Third International Conference on Image and Video Retrieval, CIVR 2004, held in Dublin, Ireland in July 2004. The 31 revised full papers and 44 poster papers presented were carefully reviewed and selected from 125 submissions. The papers are organized in topical sections on image annotation and user searching, image and video retrieval algorithms, person and event identification for retrieval, content-based image and video retrieval, and user perspectives.

Author : Amelia Carolina Sparavigna
Publisher : Unknown
Page : 0 pages
File Size : 54,5 Mb
Release : 2022
Category : Electronic
ISBN : 3036535160

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Entropy in Image Analysis III. by Amelia Carolina Sparavigna Pdf

Image analysis can be applied to rich and assorted scenarios; therefore, the aim of this recent research field is not only to mimic the human vision system. Image analysis is the main methods that computers are using today, and there is body of knowledge that they will be able to manage in a totally unsupervised manner in future, thanks to their artificial intelligence. The articles published in the book clearly show such a future.

Author : José Francisco Martínez-Trinidad,Jesús Ariel Carrasco Ochoa,Josef Kittler
Publisher : Springer
Page : 995 pages
File Size : 48,6 Mb
Release : 2006-10-14
Category : Computers
ISBN : 9783540465577

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Progress in Pattern Recognition, Image Analysis and Applications by José Francisco Martínez-Trinidad,Jesús Ariel Carrasco Ochoa,Josef Kittler Pdf

This book constitutes the refereed proceedings of the 11th Iberoamerican Congress on Pattern Recognition, CIARP 2006, held in Cancun, Mexico in November 2006. The 99 revised full papers presented together with three keynote articles were carefully reviewed and selected from 239 submissions. The papers cover ongoing research and mathematical methods.

Author : Bjarne K. Ersboll,Kim S. Pedersen
Publisher : Springer
Page : 994 pages
File Size : 49,9 Mb
Release : 2007-07-03
Category : Computers
ISBN : 9783540730408

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Image Analysis by Bjarne K. Ersboll,Kim S. Pedersen Pdf

This book constitutes the refereed proceedings of the 15th Scandinavian Conference on Image Analysis, SCIA 2007, held in Aalborg, Denmark in June 2007. It covers computer vision, 2D and 3D reconstruction, classification and segmentation, medical and biological applications, appearance and shape modeling, face detection, tracking and recognition, motion analysis, feature extraction and object recognition.

Author : Joshi, Madhuri A.
Publisher : PHI Learning Pvt. Ltd.
Page : 480 pages
File Size : 50,8 Mb
Release : 2018-06-01
Category : Electronic
ISBN : 9789387472594

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DIGITAL IMAGE PROCESSING by Joshi, Madhuri A. Pdf

This introduction to the fundamental concepts and methodologies of image processing is suitable for first-year postgraduate and senior undergraduate students in almost every engineering discipline, and in particular meets the requirement of the prescribed courses in the streams: Electronics and Communication, Computer Science and Engineering, Information Technology, and Computer Applications. The book, now in its second edition, continues to offer a balanced exposition of the basic principles and applications of image processing. It lays considerable emphasis on the algorithmic approach in order to teach students how to write good practical programs for problem solving. Major topics covered in the book include Image fundamentals, Different image transforms, Image enhancement in the spatial and frequency domains, Restoration, Image analysis, Image description, Image compression, Image reconstruction from projections, and Applications of image processing in the areas of biometrics, speaker recognition, satellite imaging, medical imaging, and many more. The style of presentation is comprehensive and application oriented, comprising examples, diagrams, image results, case studies of applications, and review questions—making it easy for students to understand key ideas, their practical relevance and applications. NEW TO THIS EDITION • Object representation, recognition and classification • MATLAB programs for image processing • OpenCV programs for image processing

Author : Erik Cuevas,Alma Nayeli Rodríguez
Publisher : CRC Press
Page : 236 pages
File Size : 44,8 Mb
Release : 2024-02-16
Category : Computers
ISBN : 9781003829188

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Image Processing and Machine Learning, Volume 2 by Erik Cuevas,Alma Nayeli Rodríguez Pdf

Image processing and machine learning are used in conjunction to analyze and understand images. Where image processing is used to pre-process images using techniques such as filtering, segmentation, and feature extraction, machine learning algorithms are used to interpret the processed data through classification, clustering, and object detection. This book serves as a textbook for students and instructors of image processing, covering the theoretical foundations and practical applications of some of the most prevalent image processing methods and approaches. Divided into two volumes, this second installment explores the more advanced concepts and techniques in image processing, including morphological filters, color image processing, image matching, feature-based segmentation utilizing the mean shift algorithm, and the application of singular value decomposition for image compression. This second volume also incorporates several important machine learning techniques applied to image processing, building on the foundational knowledge introduced in Volume 1. Written with instructors and students of image processing in mind, this book’s intuitive organization also contains appeal for app developers and engineers.

Author : Rangaraj M. Rangayyan
Publisher : CRC Press
Page : 1312 pages
File Size : 55,6 Mb
Release : 2004-12-30
Category : Medical
ISBN : 9780203492543

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Biomedical Image Analysis by Rangaraj M. Rangayyan Pdf

Computers have become an integral part of medical imaging systems and are used for everything from data acquisition and image generation to image display and analysis. As the scope and complexity of imaging technology steadily increase, more advanced techniques are required to solve the emerging challenges. Biomedical Image Analysis demonstr

Author : YANHUI GUO ,AMIRA S. ASHOUR
Publisher : Infinite Study
Page : 372 pages
File Size : 53,5 Mb
Release : 2024-06-16
Category : Mathematics
ISBN : 8210379456XXX

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NEUTROSOPHIC SET IN MEDICAL IMAGE ANALYSIS by YANHUI GUO ,AMIRA S. ASHOUR Pdf

Author : Alberto Sanfeliu,Manuel Lazo Cortés
Publisher : Springer Science & Business Media
Page : 1114 pages
File Size : 52,8 Mb
Release : 2005-11-04
Category : Computers
ISBN : 9783540298502

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Progress in Pattern Recognition, Image Analysis and Applications by Alberto Sanfeliu,Manuel Lazo Cortés Pdf

This book constitutes the refereed proceedings of the 10th Iberoamerican Congress on Pattern Recognition, CIARP 2005, held in Havana, Cuba in November 2005. The 107 revised full papers presented together with 3 keynote articles were carefully reviewed and selected from more than 200 submissions. The papers cover ongoing research and mathematical methods for pattern recognition, image analysis, and applications in such diverse areas as computer vision, robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis, and natural language processing and recognition.