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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

by Aurélien Géron ...

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) ... Read more

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Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow)
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Advances in Knowledge Discovery and Data Mining

27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023, Proceedings, Part I

Edited by Hisashi Kashima, Tsuyoshi Ide, Wen-Chih Peng ...

Series Book 1 - Springer Nature Proceedings Computer Science
The 4-volume set LNAI 13935 - 13938 constitutes the proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, which took place in Osaka, Japan during May 25–28, 2023.The 143 papers presented in these proceedings were carefully reviewed and selected from 813 submissions. They deal with new ideas, original research results, and practical development ... Read more

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The 4-volume set LNAI 13935 - 13938 constitutes the proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, which took place in Osaka, Japan during May 25–28, 2023.The 143 papers presented in these proceedings were carefully reviewed and selected from 813 submissions. They deal with new ideas, original research results, and practical development
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The AI Ultimatum

Preparing for a World of Intelligent Machines and Radical Transformation

by Steve Brown, Paul Hill ...

Most business leaders know they must embrace AI, but are they asking the right questions? The step from "Should we deploy AI" to "How do we do it" is not far enough. Like digital transformation, AI transformation will be an ongoing, multi-year process that fundamentally reshapes every aspect of business and society. The AI Ultimatum provides business leaders with critical thinking frameworks and ... Read more

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Most business leaders know they must embrace AI, but are they asking the right questions? The step from "Should we deploy AI" to "How do we do it" is not far enough. Like digital transformation, AI transformation will be an ongoing, multi-year process that fundamentally reshapes every aspect of business and society. The AI Ultimatum provides business leaders with critical thinking frameworks and
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Pattern Recognition

6th Asian Conference, ACPR 2021, Jeju Island, South Korea, November 9–12, 2021, Revised Selected Papers, Part I

Edited by Christian Wallraven, Qingshan Liu, Hajime Nagahara ...

Series Book 1 - Springer Nature Proceedings Computer Science
This two-volume set LNCS 13188 - 13189 constitutes the refereed proceedings of the 6th Asian Conference on Pattern Recognition, ACPR 2021, held in Jeju Island, South Korea, in November 2021.The 85 full papers presented were carefully reviewed and selected from 154 submissions. The papers are organized in topics on: classification, action and video and motion, object detection and anomaly, ... Read more

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This two-volume set LNCS 13188 - 13189 constitutes the refereed proceedings of the 6th Asian Conference on Pattern Recognition, ACPR 2021, held in Jeju Island, South Korea, in November 2021.The 85 full papers presented were carefully reviewed and selected from 154 submissions. The papers are organized in topics on: classification, action and video and motion, object detection and anomaly,
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Innovations in Computational Intelligence and Computer Vision

Proceedings of ICICV 2022

Edited by Satyabrata Roy, Deepak Sinwar, Nilanjan Dey, Thinagaran Perumal, João Manuel R. S. Tavares ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents high-quality, peer-reviewed papers from the International Conference on “Innovations in Computational Intelligence and Computer Vision (ICICV 2022),” hosted by Manipal University Jaipur, Rajasthan, India, on 24–25 November 2022. The book includes a collection of innovative ideas from researchers, scientists, academics, industry professionals and students. The book covers a ... Read more

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This book presents high-quality, peer-reviewed papers from the International Conference on “Innovations in Computational Intelligence and Computer Vision (ICICV 2022),” hosted by Manipal University Jaipur, Rajasthan, India, on 24–25 November 2022. The book includes a collection of innovative ideas from researchers, scientists, academics, industry professionals and students. The book covers a
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Lectures on the Nearest Neighbor Method

by Gérard Biau, Luc Devroye ...

Series series Springer Series in the Data Sciences
This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods.Gérard Biau is a professor at Université Pierre et Marie ... Read more

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This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods.Gérard Biau is a professor at Université Pierre et Marie
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Smart Algorithms for Multimedia and Imaging

Edited by Michael N. Rychagov, Ekaterina V. Tolstaya, Mikhail Y. Sirotenko ...

Series series Signals and Communication Technology
This book presents prospective, industrially proven methods and software solutions for storing, processing, and viewing multimedia content on digital cameras, camcorders, TV, and mobile devices. Most of the algorithms described here are implemented as systems on chip firmware or as software products and have low computational complexity and memory consumption. In the four parts of the book, which ... Read more

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This book presents prospective, industrially proven methods and software solutions for storing, processing, and viewing multimedia content on digital cameras, camcorders, TV, and mobile devices. Most of the algorithms described here are implemented as systems on chip firmware or as software products and have low computational complexity and memory consumption. In the four parts of the book, which
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Recent Challenges in Intelligent Information and Database Systems

16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15–18, 2024, Proceedings, Part II

Edited by Ngoc Thanh Nguyen, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Le Minh Nguyen, Krystian Wojtkiewicz ...

Series Book 2 - Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, held in Ras Al Khaimah, UAE, during April 15–18, 2024.The 58 full papers are presented in this book were carefully reviewed and selected from 251 submissions. They are organized in topical sections as follows:Part One: AI-driven Cybersecurity Solutions; AI-driven Medical ... Read more

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This book constitutes the proceedings of the 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, held in Ras Al Khaimah, UAE, during April 15–18, 2024.The 58 full papers are presented in this book were carefully reviewed and selected from 251 submissions. They are organized in topical sections as follows:Part One: AI-driven Cybersecurity Solutions; AI-driven Medical
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Digital Image Processing using SCILAB

by Rohit M. Thanki, Ashish M. Kothari ...

This book provides basic theories and implementations using SCILAB open-source software for digital images. The book simplifies image processing theories and well as implementation of image processing algorithms, making it accessible to those with basic knowledge of image processing. This book includes many SCILAB programs at the end of each theory, which help in understanding concepts. The book ... Read more

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This book provides basic theories and implementations using SCILAB open-source software for digital images. The book simplifies image processing theories and well as implementation of image processing algorithms, making it accessible to those with basic knowledge of image processing. This book includes many SCILAB programs at the end of each theory, which help in understanding concepts. The book
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Computer Animation and Social Agents

33rd International Conference on Computer Animation and Social Agents, CASA 2020, Bournemouth, UK, October 13-15, 2020, Proceedings

Edited by Feng Tian, Xiaosong Yang, Daniel Thalmann, Weiwei Xu, Jian Jun Zhang, Nadia Magnenat Thalmann, Jian Chang ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the revised selected papers of the 33rd International Conference on Computer Animation and Social Agents, CASA 2020, held in Bournemouth, UK*, in October 2020.The 1 full paper and 13 short papers presented were carefully reviewed and selected from a total of 86 submissions. The papers are organized in topical sections of modelling, animation and simulation; virtual reality; ... Read more

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This book constitutes the revised selected papers of the 33rd International Conference on Computer Animation and Social Agents, CASA 2020, held in Bournemouth, UK*, in October 2020.The 1 full paper and 13 short papers presented were carefully reviewed and selected from a total of 86 submissions. The papers are organized in topical sections of modelling, animation and simulation; virtual reality;
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Handbook of Biomedical Imaging

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This book explains the process of computer assisted biomedical image analysis diagnosis through mathematical modeling and inference of image-based bio-markers. It covers five crucial thematic areas: methodologies, statistical and physiological models, biomedical perception, clinical biomarkers, and emerging modalities and domains.The dominant state-of-the-art methodologies for content extraction ... Read more

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This book explains the process of computer assisted biomedical image analysis diagnosis through mathematical modeling and inference of image-based bio-markers. It covers five crucial thematic areas: methodologies, statistical and physiological models, biomedical perception, clinical biomarkers, and emerging modalities and domains.The dominant state-of-the-art methodologies for content extraction
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XR and Metaverse

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Series series Springer Nature Proceedings excluding Computer Science
This book offers a comprehensive collection of the latest research presented at the 9th International XR-Metaverse Conference held in Busan, South Korea, in 2024. Its goal is to bridge the gap between academia and industry by advancing the state of the art in Metaverse, XR, AI-based AR and VR technologies, and by exploring their applications in various fields such as business, marketing, education ... Read more

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This book offers a comprehensive collection of the latest research presented at the 9th International XR-Metaverse Conference held in Busan, South Korea, in 2024. Its goal is to bridge the gap between academia and industry by advancing the state of the art in Metaverse, XR, AI-based AR and VR technologies, and by exploring their applications in various fields such as business, marketing, education
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The Pragmatic Programmer for Machine Learning

Engineering Analytics and Data Science Solutions

by Marco Scutari, Mauro Malvestio ...

Series series Chapman & Hall/CRC Machine Learning & Pattern Recognition
Machine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life. The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions discusses how modern software engineering practices are part of this revolution both conceptually and in practical applictions.Comprising a broad overview of how to design ... Read more

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Machine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life. The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions discusses how modern software engineering practices are part of this revolution both conceptually and in practical applictions.Comprising a broad overview of how to design
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Music and Sound Generation in the AI Era

16th International Symposium, CMMR 2023, Tokyo, Japan, November 13–17, 2023, Revised Selected Papers

Edited by Sølvi Ystad, Richard Kronland-Martinet, Tetsuro Kitahara, Keiji Hirata, Mitsuko Aramaki ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 16th International Symposium on Computer Music Multidisciplinary Research, CMMR 2023, held in Tokyo, Japan, during November 13–17, 2023.The 37 full papers included in this book were carefully reviewed and selected from 120 submissions. They were organized in topical sections as follows: Artificial intelligence, cognitive science and ... Read more

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This book constitutes the refereed proceedings of the 16th International Symposium on Computer Music Multidisciplinary Research, CMMR 2023, held in Tokyo, Japan, during November 13–17, 2023.The 37 full papers included in this book were carefully reviewed and selected from 120 submissions. They were organized in topical sections as follows: Artificial intelligence, cognitive science and
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Innovations in Data Analytics

Selected Papers of ICIDA 2023, Volume 2

Edited by Abhishek Bhattacharya, Soumi Dutta, Paramartha Dutta, Debabrata Samanta ...

Series series Springer Nature Proceedings excluding Computer Science
This book features research papers presented at the 2nd International Conference on Innovations in Data Analytics (ICIDA 2023), held at Eminent College of Management and Technology (ECMT), West Bengal, India during 29 – 30 November 2023. The book presents original research work in the areas of computational intelligence, advance computing, network security and telecommunication, data science and ... Read more

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This book features research papers presented at the 2nd International Conference on Innovations in Data Analytics (ICIDA 2023), held at Eminent College of Management and Technology (ECMT), West Bengal, India during 29 – 30 November 2023. The book presents original research work in the areas of computational intelligence, advance computing, network security and telecommunication, data science and
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Learning Without Barriers

AI & The Future of Inclusive Education

by Samin Sarwar ...

This comprehensive book offers an in-depth exploration of how artificial intelligence can revolutionize inclusive education and rehabilitation for individuals with learning disabilities and diverse needs. Drawing from cutting-edge research and practical innovations, it highlights advanced AI technologies such as brain-computer interfaces (BCIs), adaptive learning systems, AI-powered assistive ... Read more

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This comprehensive book offers an in-depth exploration of how artificial intelligence can revolutionize inclusive education and rehabilitation for individuals with learning disabilities and diverse needs. Drawing from cutting-edge research and practical innovations, it highlights advanced AI technologies such as brain-computer interfaces (BCIs), adaptive learning systems, AI-powered assistive
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Computational Intelligence and Image Processing in Medical Applications

by C H Chen ...

Series Book 8 - Series in Computer Vision
In recent years, there have been significant progress in computational intelligence and image processing with machine learning and deep learning as important components of modern artificial intelligence. All these progresses face challenges in dealing with Covid-19 pandemic for detection and treatment.This comprehensive compendium provides not only updated advances of computational intelligence ... Read more

81,93 €

In recent years, there have been significant progress in computational intelligence and image processing with machine learning and deep learning as important components of modern artificial intelligence. All these progresses face challenges in dealing with Covid-19 pandemic for detection and treatment.This comprehensive compendium provides not only updated advances of computational intelligence
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Information and Communications Security

27th International Conference, ICICS 2025, Nanjing, China, October 29–31, 2025, Proceedings, Part I

Edited by Jinguang Han, Yang Xiang, Guang Cheng, Willy Susilo, Liquan Chen ...

Series Book 1 - Springer Nature Proceedings Computer Science
This three-set volume LNCS 16217-16219 constitutes the refereed proceedings of 27th International Conference on Information and Communications Security, ICICS 2025, held in Nanjing, China, during October 29–31, 2025.The 91 full papers presented in this book were carefully selected and reviewed from 357 submissions. The papers are organized in the following topical sections:Part I: Cryptography; ... Read more

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This three-set volume LNCS 16217-16219 constitutes the refereed proceedings of 27th International Conference on Information and Communications Security, ICICS 2025, held in Nanjing, China, during October 29–31, 2025.The 91 full papers presented in this book were carefully selected and reviewed from 357 submissions. The papers are organized in the following topical sections:Part I: Cryptography;
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022

25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VII

Edited by Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li ...

Series Book 7 - Springer Nature Proceedings Computer Science
The eight-volume set LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438 constitutes the refereed proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which was held in Singapore in September 2022.The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind ... Read more

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The eight-volume set LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438 constitutes the refereed proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which was held in Singapore in September 2022.The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind
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Computer Vision – ECCV 2020

16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part IX

Edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm ...

Series Book 9 - Springer Nature Proceedings Computer Science
The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic.The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a ... Read more

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The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic.The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a
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Virtual Reality and Mixed Reality

21st EuroXR International Conference, EuroXR 2024, Athens, Greece, November 27–29, 2024, Proceedings

Edited by Arcadio Reyes-Lecuona, Gabriel Zachmann, Monica Bordegoni, Jian Chen, Giannis Karaseitanidis, Alain Pagani, Patrick Bourdot ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 21st International Conference on Virtual Reality and Mixed Reality, EuroXR 2024, held in Athens, Greece, during November 27–29, 2024.The 14 full papers presented together with 1 short paper were carefully reviewed and selected from 47 submissions. The papers are grouped into the following topics: Designing Experiences, Human Factors, Rendering ... Read more

114,47 €

This book constitutes the refereed proceedings of the 21st International Conference on Virtual Reality and Mixed Reality, EuroXR 2024, held in Athens, Greece, during November 27–29, 2024.The 14 full papers presented together with 1 short paper were carefully reviewed and selected from 47 submissions. The papers are grouped into the following topics: Designing Experiences, Human Factors, Rendering
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Artificial Neural Networks and Machine Learning – ICANN 2018

27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part III

Edited by Věra Kůrková, Yannis Manolopoulos, Barbara Hammer, Lazaros Iliadis, Ilias Maglogiannis ...

Series Book 3 - Springer Nature Proceedings Computer Science
This three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018.The papers presented in these volumes was carefully reviewed and selected from total of 360 submissions. They are related to the following thematic topics: AI and Bioinformatics, Bayesian and Echo State ... Read more

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This three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018.The papers presented in these volumes was carefully reviewed and selected from total of 360 submissions. They are related to the following thematic topics: AI and Bioinformatics, Bayesian and Echo State
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I

Edited by Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger ...

Series Book 1 - Springer Nature Proceedings Computer Science
The four-volume set LNCS 11070, 11071, 11072, and 11073 constitutes the refereed proceedings of the 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, held in Granada, Spain, in September 2018.The 373 revised full papers presented were carefully reviewed and selected from 1068 submissions in a double-blind review process. The papers have been ... Read more

85,85 €

The four-volume set LNCS 11070, 11071, 11072, and 11073 constitutes the refereed proceedings of the 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, held in Granada, Spain, in September 2018.The 373 revised full papers presented were carefully reviewed and selected from 1068 submissions in a double-blind review process. The papers have been
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Application of Chaos and Fractals to Computer Vision

by Michael E. Farmer ...

This book provides a thorough investigation of the application of chaos theory and fractal analysis to computer vision. The field of chaos theory has been studied in dynamical physical systems, and has been very successful in providing computational models for very complex problems ranging from weather systems to neural pathway signal propagation. Computer vision researchers have derived ... Read more

41,86 €

This book provides a thorough investigation of the application of chaos theory and fractal analysis to computer vision. The field of chaos theory has been studied in dynamical physical systems, and has been very successful in providing computational models for very complex problems ranging from weather systems to neural pathway signal propagation. Computer vision researchers have derived
... Read more

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Recommended For You

Computer Vision eBooks

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Advances in Knowledge Discovery and Data Mining

The AI Ultimatum

Pattern Recognition

Innovations in Computational Intelligence and Computer Vision

Lectures on the Nearest Neighbor Method

Smart Algorithms for Multimedia and Imaging

Recent Challenges in Intelligent Information and Database Systems

Digital Image Processing using SCILAB

Computer Animation and Social Agents

Handbook of Biomedical Imaging

XR and Metaverse

The Pragmatic Programmer for Machine Learning

Music and Sound Generation in the AI Era

Innovations in Data Analytics

Learning Without Barriers

Computational Intelligence and Image Processing in Medical Applications

Information and Communications Security

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022

Computer Vision – ECCV 2020

Virtual Reality and Mixed Reality

Artificial Neural Networks and Machine Learning – ICANN 2018

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

Application of Chaos and Fractals to Computer Vision