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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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An Illustrated Guide to AI Agents

Concepts and Code for Building Agents with LLMs, Tools, and Memory

by Maarten Grootendorst, Jay Alammar ...

Artificial intelligence is entering a new phase. AI agents can now reason, plan, and act with increasing independence. From accelerating scientific breakthroughs to supporting creative work, these systems are quickly reshaping industries and everyday life. This book provides the conceptual foundation and practical insights you need to understand—and effectively work with—this emerging technology ... Read more

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Artificial intelligence is entering a new phase. AI agents can now reason, plan, and act with increasing independence. From accelerating scientific breakthroughs to supporting creative work, these systems are quickly reshaping industries and everyday life. This book provides the conceptual foundation and practical insights you need to understand—and effectively work with—this emerging technology
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Applications of Pattern Recognition

by King-Sun Fu ...

This monograph is intended to cover several major applications of pattern recognition. After a brief introduction to pattern recognition in Chapter 1, the two major approaches, statistical approach and syntactic approach, are reviewed in Chapter 2, and 3, respectively. Other topics include the application of pattern recognition to seismic wave interpretation, to system reliability problems, to ... Read more

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This monograph is intended to cover several major applications of pattern recognition. After a brief introduction to pattern recognition in Chapter 1, the two major approaches, statistical approach and syntactic approach, are reviewed in Chapter 2, and 3, respectively. Other topics include the application of pattern recognition to seismic wave interpretation, to system reliability problems, to
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Pattern Recognition

42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 – October 1, 2020, Proceedings

Edited by Zeynep Akata, Andreas Geiger, Torsten Sattler ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 42nd German Conference on Pattern Recognition, DAGM GCPR 2020, which took place during September 28 until October 1, 2020. The conference was planned to take place in Tübingen, Germany, but had to change to an online format due to the COVID-19 pandemic.The 34 papers presented in this volume were carefully reviewed and selected from a total of ... Read more

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This book constitutes the refereed proceedings of the 42nd German Conference on Pattern Recognition, DAGM GCPR 2020, which took place during September 28 until October 1, 2020. The conference was planned to take place in Tübingen, Germany, but had to change to an online format due to the COVID-19 pandemic.The 34 papers presented in this volume were carefully reviewed and selected from a total of
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Deep Learning

by John D. Kelleher ...

Series series The MIT Press Essential Knowledge series
DEEP LEARNING FOR BEGINNERS: Get an accessible introduction to the artificial intelligence technology at the heart of the AI revolution—from driverless cars to speech recognition on mobile phones.Deep learning is an artificial intelligence technology that enables computer vision, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, ... Read more

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DEEP LEARNING FOR BEGINNERS: Get an accessible introduction to the artificial intelligence technology at the heart of the AI revolution—from driverless cars to speech recognition on mobile phones.Deep learning is an artificial intelligence technology that enables computer vision, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google,
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Bridges and Mediation in Higher Distance Education

Second International Workshop, HELMeTO 2020, Bari, BA, Italy, September 17–18, 2020, Revised Selected Papers

Edited by Laura Sara Agrati, Daniel Burgos, Pietro Ducange, Pierpaolo Limone, Loredana Perla, Pietro Picerno, Paolo Raviolo, Christian M. Stracke ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Higher Education Learning Methodologies and Technologies Online, HELMeTO 2020, held in Bari, Italy, in September 2020. Due to the COVID-19 pandemic the conference was held online.The 25 revised full papers and 3 short papers presented were carefully reviewed and selected from a total ... Read more

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This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Higher Education Learning Methodologies and Technologies Online, HELMeTO 2020, held in Bari, Italy, in September 2020. Due to the COVID-19 pandemic the conference was held online.The 25 revised full papers and 3 short papers presented were carefully reviewed and selected from a total
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Smart Computing and Communication

Third International Conference, SmartCom 2018, Tokyo, Japan, December 10–12, 2018, Proceedings

Edited by Meikang Qiu ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the Third International Conference on Smart Computing and Communications, SmartCom 2018, held in Tokyo, Japan, in December 2018.The 45 papers presented in this volume were carefully reviewed and selected from 305 submissions. They focus on topics from smart data to smart communications, as well as smart cloud computing to smart security. ... Read more

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This book constitutes the refereed proceedings of the Third International Conference on Smart Computing and Communications, SmartCom 2018, held in Tokyo, Japan, in December 2018.The 45 papers presented in this volume were carefully reviewed and selected from 305 submissions. They focus on topics from smart data to smart communications, as well as smart cloud computing to smart security.
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Biomedical Image Registration

9th International Workshop, WBIR 2020, Portorož, Slovenia, December 1–2, 2020, Proceedings

Edited by Žiga Špiclin, Jamie McClelland, Jan Kybic, Orcun Goksel ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 9th International Workshop on Biomedical Image Registration, WBIR 2020, which was supposed to be held in Portorož, Slovenia, in June 2020. The conference was postponed until December 2020 due to the COVID-19 pandemic.The 16 full and poster papers included in this volume were carefully reviewed and selected from 22 submitted papers. The papers ... Read more

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This book constitutes the refereed proceedings of the 9th International Workshop on Biomedical Image Registration, WBIR 2020, which was supposed to be held in Portorož, Slovenia, in June 2020. The conference was postponed until December 2020 due to the COVID-19 pandemic.The 16 full and poster papers included in this volume were carefully reviewed and selected from 22 submitted papers. The papers
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Advances of Science and Technology

7th EAI International Conference, ICAST 2019, Bahir Dar, Ethiopia, August 2–4, 2019, Proceedings

Edited by Nigus Gabbiye Habtu, Delele Worku Ayele, Solomon Workneh Fanta, Bimrew Tamrat Admasu, Mekuanint Agegnehu Bitew ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed post-conference proceedings of the 7th International Conference on Advancement of Science and Technology, ICAST 2019, which took place in Bahir Dar, Ethiopia, in August 2019. The 76 revised full papers were carefully reviewed and selected from more than 150 submissions. The papers present economic and technologic developments in modern societies in five tracks: ... Read more

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This book constitutes the refereed post-conference proceedings of the 7th International Conference on Advancement of Science and Technology, ICAST 2019, which took place in Bahir Dar, Ethiopia, in August 2019. The 76 revised full papers were carefully reviewed and selected from more than 150 submissions. The papers present economic and technologic developments in modern societies in five tracks:
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Hybrid Computational Intelligence

Challenges and Applications

Edited by Vaclav Snasel, Siddhartha Bhattacharyya, Deepak Gupta, Ashish Khanna ...

Series series Hybrid Computational Intelligence for Pattern Analysis and Understanding
Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a wide range of applications and ... Read more

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Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a wide range of applications and
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Information Fusion

Machine Learning Methods

by Jinxing Li, Bob Zhang, David Zhang ...

Series series Computer Science (R0)
In the big data era, increasing information can be extracted from the same source object or scene. For instance, a person can be verified based on their fingerprint, palm print, or iris information, and a given image can be represented by various types of features, including its texture, color, shape, etc. These multiple types of data extracted from a single object are called multi-view, multi ... Read more

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In the big data era, increasing information can be extracted from the same source object or scene. For instance, a person can be verified based on their fingerprint, palm print, or iris information, and a given image can be represented by various types of features, including its texture, color, shape, etc. These multiple types of data extracted from a single object are called multi-view, multi
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Swarm Intelligence

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Edited by Wellington Pinheiro dos Santos, Juliana Carneiro Gomes, Valter Augusto de Freitas Barbosa ...

This book presents the fundamentals of swarm intelligence, from classic algorithms to emerging techniques. It presents comprehensive theoretical foundations and examples using the main Computational Intelligence methods in programming languages such as Python, Java and MATLAB®. Real-world applications are also presented in areas as diverse as Medicine, Biology and industrial applications.The book ... Read more

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This book presents the fundamentals of swarm intelligence, from classic algorithms to emerging techniques. It presents comprehensive theoretical foundations and examples using the main Computational Intelligence methods in programming languages such as Python, Java and MATLAB®. Real-world applications are also presented in areas as diverse as Medicine, Biology and industrial applications.The book
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Theory and Applications of Models of Computation

17th Annual Conference, TAMC 2022, Tianjin, China, September 16–18, 2022, Proceedings

Edited by Ding-Zhu Du, Donglei Du, Chenchen Wu, Dachuan Xu ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 17th Annual Conference on Theory and Applications of Models of Computation, TAMC 2022, held as a virtual event, in September 2022.The 33 full papers were carefully reviewed and selected from 75 submissions. The main themes of the selected papers are computability, complexity, algorithms, information theory and their extensions to machine ... Read more

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This book constitutes the refereed proceedings of the 17th Annual Conference on Theory and Applications of Models of Computation, TAMC 2022, held as a virtual event, in September 2022.The 33 full papers were carefully reviewed and selected from 75 submissions. The main themes of the selected papers are computability, complexity, algorithms, information theory and their extensions to machine
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Image and Vision Computing

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Edited by Wei Qi Yan, Minh Nguyen, Martin Stommel ...

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This book constitutes the proceedings of the 37th International Conference, IVCNZ 2022, which took place in Auckland, New Zealand, in November 2022.The 37 papers (14 accepted for long oral presentation, 23 for short oral presentation) included in this volume were carefully reviewed and selected from 79 submissions.The conference presents papers on all aspects of computer vision, image processing, ... Read more

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This book constitutes the proceedings of the 37th International Conference, IVCNZ 2022, which took place in Auckland, New Zealand, in November 2022.The 37 papers (14 accepted for long oral presentation, 23 for short oral presentation) included in this volume were carefully reviewed and selected from 79 submissions.The conference presents papers on all aspects of computer vision, image processing,
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Interactive Collaborative Robotics

8th International Conference, ICR 2023, Baku, Azerbaijan, October 25–29, 2023, Proceedings

Edited by Andrey Ronzhin, Aminagha Sadigov, Roman Meshcheryakov ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 8th International Conference on Interactive Collaborative Robotics, ICR 2023, held in Baku, Azerbaijan, during October 25–29, 2023.The 33 full papers included in this book were carefully reviewed and selected from 56 submissions. They were organized in topical sections as follows: focused the foundations and means of collaborative behavior of ... Read more

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This book constitutes the refereed proceedings of the 8th International Conference on Interactive Collaborative Robotics, ICR 2023, held in Baku, Azerbaijan, during October 25–29, 2023.The 33 full papers included in this book were carefully reviewed and selected from 56 submissions. They were organized in topical sections as follows: focused the foundations and means of collaborative behavior of
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Computer Vision Systems

14th International Conference, ICVS 2023, Vienna, Austria, September 27–29, 2023, Proceedings

Edited by Henrik I. Christensen, Peter Corke, Renaud Detry, Jean-Baptiste Weibel, Markus Vincze ...

Series series Springer Nature Proceedings Computer Science
This volume LNCS 14253 constitutes the refereed proceedings of the 14th International Conference, ICVS 2023, in Vienna, Austria, in September 2023..The 37 full papers presented were carefully reviewed and selected from 74 submissions. The conference focuses on Humans and Hands; Medical and Health Care; Farming and Forestry; Automation and Manufacturing; Mobile Robotics and Autonomous Systems; and ... Read more

76,31 €

This volume LNCS 14253 constitutes the refereed proceedings of the 14th International Conference, ICVS 2023, in Vienna, Austria, in September 2023..The 37 full papers presented were carefully reviewed and selected from 74 submissions. The conference focuses on Humans and Hands; Medical and Health Care; Farming and Forestry; Automation and Manufacturing; Mobile Robotics and Autonomous Systems; and
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Artificial Intelligence

1, #114

by Stephen K. Marchant, Stephen Kolarin ...

Series Book 114 - 1
Thousands of years ago, Western, Indian, Chinese, and Greek philosophers proposed making machines and computers smarter. These philosophers attempted to characterize human thought as a symbolic system.Their efforts saw some light when, in the 1940s, their line of thought led to the discovery of a machine based on the intellectual principle of mathematical reasoning. The programmable digital ... Read more

5,99 €

Thousands of years ago, Western, Indian, Chinese, and Greek philosophers proposed making machines and computers smarter. These philosophers attempted to characterize human thought as a symbolic system.Their efforts saw some light when, in the 1940s, their line of thought led to the discovery of a machine based on the intellectual principle of mathematical reasoning. The programmable digital
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Deep Learning for Hyperspectral Image Analysis and Classification

by Linmi Tao, Atif Mughees ...

Series series Computer Science (R0)
This book focuses on deep learning-based methods for hyperspectral image (HSI) analysis. Unsupervised spectral-spatial adaptive band-noise factor-based formulation is devised for HSI noise detection and band categorization. The method to characterize the bands along with the noise estimation of HSIs will benefit subsequent remote sensing techniques significantly.This book develops on two fronts: ... Read more

152,63 €

This book focuses on deep learning-based methods for hyperspectral image (HSI) analysis. Unsupervised spectral-spatial adaptive band-noise factor-based formulation is devised for HSI noise detection and band categorization. The method to characterize the bands along with the noise estimation of HSIs will benefit subsequent remote sensing techniques significantly.This book develops on two fronts:
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Towards the Automatization of Cranial Implant Design in Cranioplasty

First Challenge, AutoImplant 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings

Edited by Jianning Li, Jan Egger ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the First Automatization of Cranial Implant Design in Cranioplasty Challenge, AutoImplant 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The challenge took place virtually due to the COVID-19 pandemic.The 10 papers presented together with one ... Read more

47,69 €

This book constitutes the First Automatization of Cranial Implant Design in Cranioplasty Challenge, AutoImplant 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The challenge took place virtually due to the COVID-19 pandemic.The 10 papers presented together with one
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Image Operators

Image Processing in Python

by Jason M. Kinser ...

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained ... Read more

68,38 €

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained
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Digital Forensics and Watermarking

21st International Workshop, IWDW 2022, Guilin, China, November 18-19, 2022, Revised Selected Papers

Edited by Xianfeng Zhao, Zhenjun Tang, Pedro Comesaña-Alfaro, Alessandro Piva ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 21st International Workshop, IWDW 2022, held in Guilin, China, during November 18-19, 2022.The 14 full papers included in this book were carefully reviewed and selected from 30 submissions. They were organized in topical sections as follows: Steganology, Forensics and Security Analysis, Watermarking. ... Read more

62,00 €

This book constitutes the refereed proceedings of the 21st International Workshop, IWDW 2022, held in Guilin, China, during November 18-19, 2022.The 14 full papers included in this book were carefully reviewed and selected from 30 submissions. They were organized in topical sections as follows: Steganology, Forensics and Security Analysis, Watermarking.
... Read more
Computer Vision – ECCV 2024

18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXIV

Edited by Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol ...

Series series Springer Nature Proceedings Computer Science
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024.The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; ... Read more

66,77 €

The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024.The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision;
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Computer Vision – ECCV 2024

18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXXVI

Edited by Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol ...

Series series Springer Nature Proceedings Computer Science
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024.The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; ... Read more

76,31 €

The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024.The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision;
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Computer Vision – ECCV 2024

18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXXI

Edited by Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol ...

Series series Springer Nature Proceedings Computer Science
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024.The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; ... Read more

76,31 €

The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024.The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision;
... Read more

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Recommended For You

Computer Vision eBooks

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

An Illustrated Guide to AI Agents

Applications of Pattern Recognition

Pattern Recognition

Deep Learning

Bridges and Mediation in Higher Distance Education

Smart Computing and Communication

Biomedical Image Registration

Advances of Science and Technology

Hybrid Computational Intelligence

Information Fusion

Swarm Intelligence

Theory and Applications of Models of Computation

Image and Vision Computing

Interactive Collaborative Robotics

Computer Vision Systems

Artificial Intelligence

Deep Learning for Hyperspectral Image Analysis and Classification

Towards the Automatization of Cranial Implant Design in Cranioplasty

Image Operators

Digital Forensics and Watermarking

Computer Vision – ECCV 2024

Computer Vision – ECCV 2024

Computer Vision – ECCV 2024