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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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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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Brain Informatics

12th International Conference, BI 2019, Haikou, China, December 13–15, 2019, Proceedings

Edited by Peipeng Liang, Vinod Goel, Chunlei Shan ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 12th International Conference on Brain Informatics, BI 2019, held in Haikou, China, in December 2019.The 26 revised full papers were carefully reviewed and selected from 36 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; human information processing systems; ... Read more

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This book constitutes the refereed proceedings of the 12th International Conference on Brain Informatics, BI 2019, held in Haikou, China, in December 2019.The 26 revised full papers were carefully reviewed and selected from 36 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; human information processing systems;
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3D Surface Reconstruction

Multi-Scale Hierarchical Approaches

by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri ...

Series series Computer Science (R0)
3D Surface Reconstruction: Multi-Scale Hierarchical Approaches presents methods to model 3D objects in an incremental way so as to capture more finer details at each step. The configuration of the model parameters, the rationale and solutions are described and discussed in detail so the reader has a strong understanding of the methodology. Modeling starts from data captured by 3D digitizers and ... Read more

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3D Surface Reconstruction: Multi-Scale Hierarchical Approaches presents methods to model 3D objects in an incremental way so as to capture more finer details at each step. The configuration of the model parameters, the rationale and solutions are described and discussed in detail so the reader has a strong understanding of the methodology. Modeling starts from data captured by 3D digitizers and
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Extended Reality

First International Conference, XR Salento 2022, Lecce, Italy, July 6–8, 2022, Proceedings, Part I

Edited by Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco ...

Series Book 1 - Springer Nature Proceedings Computer Science
This two volume proceedings, LNCS 13445 and 13446, constitutes the refereed proceedings of the First International Conference on Extended Reality, XR Salento 2022, held in Lecce, Italy, during July 6–8, 2022. Due to COVID-19 pandemic the conference was held as a hybrid conference.The 42 full and 16 short papers were carefully reviewed and selected from 84 submissions. The papers discuss key issues ... Read more

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This two volume proceedings, LNCS 13445 and 13446, constitutes the refereed proceedings of the First International Conference on Extended Reality, XR Salento 2022, held in Lecce, Italy, during July 6–8, 2022. Due to COVID-19 pandemic the conference was held as a hybrid conference.The 42 full and 16 short papers were carefully reviewed and selected from 84 submissions. The papers discuss key issues
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Lung Imaging and CADx

Edited by Ayman El-Baz, Jasjit Suri ...

Developing an effective computer-aided diagnosis (CAD) system for lung cancer is of great clinical importance and can significantly increase the patient's chance for survival. For this reason, CAD systems for lung cancer have been investigated in a large number of research studies. A typical CAD system for lung cancer diagnosis is composed of four main processing steps: segmentation of the lung ... Read more

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Developing an effective computer-aided diagnosis (CAD) system for lung cancer is of great clinical importance and can significantly increase the patient's chance for survival. For this reason, CAD systems for lung cancer have been investigated in a large number of research studies. A typical CAD system for lung cancer diagnosis is composed of four main processing steps: segmentation of the lung
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Sutskever's List

Foundational ideas of modern AI

by Richard Heimann ...

Get the eBook free when you register your print book at Manning."A perspective the field has needed. Sutskever’s List delivers it with care and historical accuracy.”—Yanping Huang, GoogleSutskever’s List is a guided intellectual journey through the ideas that made modern AI suddenly possible. Each chapter is anchored in specific papers, books, or other sources from Sutskever’s list. The papers ... Read more

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Get the eBook free when you register your print book at Manning."A perspective the field has needed. Sutskever’s List delivers it with care and historical accuracy.”—Yanping Huang, GoogleSutskever’s List is a guided intellectual journey through the ideas that made modern AI suddenly possible. Each chapter is anchored in specific papers, books, or other sources from Sutskever’s list. The papers
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Guide to Medical Image Analysis

Methods and Algorithms

by Klaus D. Toennies ...

Series series Computer Science (R0)
This comprehensive guide provides a uniquely practical, application-focused introduction to medical image analysis. This fully updated new edition has been enhanced with material on the latest developments in the field, whilst retaining the original focus on segmentation, classification and registration. Topics and features: presents learning objectives, exercises and concluding remarks in each ... Read more

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This comprehensive guide provides a uniquely practical, application-focused introduction to medical image analysis. This fully updated new edition has been enhanced with material on the latest developments in the field, whilst retaining the original focus on segmentation, classification and registration. Topics and features: presents learning objectives, exercises and concluding remarks in each
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Human Behavior Understanding

7th International Workshop, HBU 2016, Amsterdam, The Netherlands, October 16, 2016, Proceedings

Edited by Mohamed Chetouani, Jeffrey Cohn, Albert Ali Salah ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 7th International Workshop on Human Behavior Understanding, HBU 2016, held in Amsterdam, The Netherlands, in October 2016.The 10 full papers were carefully reviewed and selected from 17 initial submissions. They are organized in topical sections named: behavior analysis during play; daily behaviors; gesture and movement analysis; and vision ... Read more

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This book constitutes the refereed proceedings of the 7th International Workshop on Human Behavior Understanding, HBU 2016, held in Amsterdam, The Netherlands, in October 2016.The 10 full papers were carefully reviewed and selected from 17 initial submissions. They are organized in topical sections named: behavior analysis during play; daily behaviors; gesture and movement analysis; and vision
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Advanced Concepts for Intelligent Vision Systems

20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10–14, 2020, Proceedings

Edited by Jacques Blanc-Talon, Patrice Delmas, Wilfried Philips, Dan Popescu, Paul Scheunders ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 20th INternational Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2020, held in Auckland, New Zealand, in February 2020.The 48 papers presented in this volume were carefully reviewed and selected from a total of 78 submissions. They were organized in topical sections named: deep learning; biomedical image analysis; biometrics and ... Read more

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This book constitutes the proceedings of the 20th INternational Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2020, held in Auckland, New Zealand, in February 2020.The 48 papers presented in this volume were carefully reviewed and selected from a total of 78 submissions. They were organized in topical sections named: deep learning; biomedical image analysis; biometrics and
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Optimization Models in Steganography Using Metaheuristics

by Dipti Kapoor Sarmah, Anand J. Kulkarni, Ajith Abraham ...

Series series Intelligent Technologies and Robotics (R0)
This book explores the use of a socio-inspired optimization algorithm (the Cohort Intelligence algorithm), along with Cognitive Computing and a Multi-Random Start Local Search optimization algorithm. One of the most important types of media used for steganography is the JPEG image. Considering four important aspects of steganography techniques – picture quality, high data-hiding capacity, secret ... Read more

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This book explores the use of a socio-inspired optimization algorithm (the Cohort Intelligence algorithm), along with Cognitive Computing and a Multi-Random Start Local Search optimization algorithm. One of the most important types of media used for steganography is the JPEG image. Considering four important aspects of steganography techniques – picture quality, high data-hiding capacity, secret
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Computer Vision – ECCV 2024

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

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

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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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Human Factors of Stereoscopic 3D Displays

by Robert Earl Patterson, Ph.D. ...

Series series Computer Science (R0)
Human Factors of Stereoscopic Displays provides an overview of all vision-relevant topics and issues that inform stereo display design from a user-centric or human factor, perspective. Although both the basic vision science literature and the applied literature will be reviewed, the strength and originality of this book comes from the emphasis on the basic science literature on human stereo vision ... Read more

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Human Factors of Stereoscopic Displays provides an overview of all vision-relevant topics and issues that inform stereo display design from a user-centric or human factor, perspective. Although both the basic vision science literature and the applied literature will be reviewed, the strength and originality of this book comes from the emphasis on the basic science literature on human stereo vision
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Computer-Human Interaction Research and Applications

8th International Conference, CHIRA 2024, Porto, Portugal, November 21–22, 2024, Proceedings, Part II

Edited by Hugo Plácido da Silva, Pietro Cipresso ...

Series Book 2 - Springer Nature Proceedings Computer Science
This two-volume set, CCIS 2370 and CCIS 2371, constitutes the proceedings of the 8th International Conference on Computer-Human Interaction Research and Applications, CHIRA 2024, held Porto, Portugal, during November 21–22, 2024.The 16 full papers and 45 short papers presented in these volumes were carefully reviewed and selected from 76 submissions. These papers focus on the research advancements ... Read more

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This two-volume set, CCIS 2370 and CCIS 2371, constitutes the proceedings of the 8th International Conference on Computer-Human Interaction Research and Applications, CHIRA 2024, held Porto, Portugal, during November 21–22, 2024.The 16 full papers and 45 short papers presented in these volumes were carefully reviewed and selected from 76 submissions. These papers focus on the research advancements
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Computer Vision – ECCV 2024

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

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

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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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Artificial Intelligence-based Infrared Thermal Image Processing and its Applications

by U. Snekhalatha, K. Palani Thanaraj, Kurt Ammer ...

Infrared thermography is a fast and non-invasive technology that provides a map of the temperature distribution on the body’s surface. This book provides a description of designing and developing a computer-assisted diagnosis (CAD) system based on thermography for diagnosing such common ailments as rheumatoid arthritis (RA), diabetes complications, and fever. It also introduces applications of ... Read more

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Infrared thermography is a fast and non-invasive technology that provides a map of the temperature distribution on the body’s surface. This book provides a description of designing and developing a computer-assisted diagnosis (CAD) system based on thermography for diagnosing such common ailments as rheumatoid arthritis (RA), diabetes complications, and fever. It also introduces applications of
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Anisotropy Across Fields and Scales

Edited by Evren Özarslan, Thomas Schultz, Eugene Zhang, Andrea Fuster ...

Series series Springer Nature Proceedings excluding Computer Science
This open access book focuses on processing, modeling, and visualization of anisotropy information, which are often addressed by employing sophisticated mathematical constructs such as tensors and other higher-order descriptors. It also discusses adaptations of such constructs to problems encountered in seemingly dissimilar areas of medical imaging, physical sciences, and engineering. Featuring ... Read more

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This open access book focuses on processing, modeling, and visualization of anisotropy information, which are often addressed by employing sophisticated mathematical constructs such as tensors and other higher-order descriptors. It also discusses adaptations of such constructs to problems encountered in seemingly dissimilar areas of medical imaging, physical sciences, and engineering. Featuring
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Advances in Multimedia Information Processing - PCM 2016

17th Pacific-Rim Conference on Multimedia, Xi´ an, China, September 15-16, 2016, Proceedings, Part I

Edited by Yun Tie, Enqing Chen, Yihong Gong ...

Series Book 1 - Springer Nature Proceedings Computer Science
The two-volume proceedings LNCS 9916 and 9917, constitute the proceedings of the 17th Pacific-Rim Conference on Multimedia, PCM 2016, held in Xi`an, China, in September 2016.The total of 128 papers presented in these proceedings was carefully reviewed and selected from 202 submissions.The focus of the conference was as follows in multimedia content analysis, multimedia signal processing and ... Read more

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The two-volume proceedings LNCS 9916 and 9917, constitute the proceedings of the 17th Pacific-Rim Conference on Multimedia, PCM 2016, held in Xi`an, China, in September 2016.The total of 128 papers presented in these proceedings was carefully reviewed and selected from 202 submissions.The focus of the conference was as follows in multimedia content analysis, multimedia signal processing and
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Deep Learning for Computer Vision

Expert techniques to train advanced neural networks using TensorFlow and Keras

by Rajalingappaa Shanmugamani ...

Learn how to model and train advanced neural networks to implement a variety of Computer Vision tasksKey Features\[\*\] Train different kinds of deep learning model from scratch to solve specific problems in Computer Vision\[\*\] Combine the power of Python, Keras, and TensorFlow to build deep learning models for object detection, image classification, similarity learning, image captioning, and ... Read more

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Learn how to model and train advanced neural networks to implement a variety of Computer Vision tasksKey Features\[\*\] Train different kinds of deep learning model from scratch to solve specific problems in Computer Vision\[\*\] Combine the power of Python, Keras, and TensorFlow to build deep learning models for object detection, image classification, similarity learning, image captioning, and
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Learning OpenCV 3 Computer Vision with Python (Update)

Unleash the power of computer vision with Python using OpenCV

by Joe Minichino, Joseph Howse ...

Unleash the power of computer vision with Python using OpenCV Key FeaturesBook DescriptionOpenCV 3 is a state-of-the-art computer vision library that allows a great variety of image and video processing operations. Some of the more spectacular and futuristic features such as face recognition or object tracking are easily achievable with OpenCV 3. Learning the basic concepts behind computer vision ... Read more

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Unleash the power of computer vision with Python using OpenCV Key FeaturesBook DescriptionOpenCV 3 is a state-of-the-art computer vision library that allows a great variety of image and video processing operations. Some of the more spectacular and futuristic features such as face recognition or object tracking are easily achievable with OpenCV 3. Learning the basic concepts behind computer vision
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Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III

Edited by Bettina Berendt, Björn Bringmann, Gemma Garriga, Pauli Miettinen, Nikolaj Tatti, Volker Tresp, Élisa Fromont ...

Series Book 3 - Springer Nature Proceedings Computer Science
The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on ... Read more

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The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on
... Read more
Deep Biometrics

Edited by Richard Jiang, Chang-Tsun Li, Danny Crookes, Weizhi Meng, Christophe Rosenberger ...

Series series Engineering (R0)
This book highlights new advances in biometrics using deep learning toward deeper and wider background, deeming it “Deep Biometrics”. The book aims to highlight recent developments in biometrics using semi-supervised and unsupervised methods such as Deep Neural Networks, Deep Stacked Autoencoder, Convolutional Neural Networks, Generative Adversary Networks, and so on. The contributors demonstrate ... Read more

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This book highlights new advances in biometrics using deep learning toward deeper and wider background, deeming it “Deep Biometrics”. The book aims to highlight recent developments in biometrics using semi-supervised and unsupervised methods such as Deep Neural Networks, Deep Stacked Autoencoder, Convolutional Neural Networks, Generative Adversary Networks, and so on. The contributors demonstrate
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Foundations of Data Science

by Avrim Blum, John Hopcroft, Ravindran Kannan ...

This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of ... Read more

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This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of
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Neural Information Processing

25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13–16, 2018, Proceedings, Part II

Edited by Long Cheng, Andrew Chi Sing Leung, Seiichi Ozawa ...

Series Book 2 - Springer Nature Proceedings Computer Science
The seven-volume set of LNCS 11301-11307, constitutes the proceedings of the 25th International Conference on Neural Information Processing, ICONIP 2018, held in Siem Reap, Cambodia, in December 2018.The 401 full papers presented were carefully reviewed and selected from 575 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural ... Read more

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The seven-volume set of LNCS 11301-11307, constitutes the proceedings of the 25th International Conference on Neural Information Processing, ICONIP 2018, held in Siem Reap, Cambodia, in December 2018.The 401 full papers presented were carefully reviewed and selected from 575 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural
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Recommended For You

Computer Vision eBooks

An Illustrated Guide to AI Agents

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

Brain Informatics

3D Surface Reconstruction

Extended Reality

Lung Imaging and CADx

Sutskever's List

Guide to Medical Image Analysis

Human Behavior Understanding

Advanced Concepts for Intelligent Vision Systems

Optimization Models in Steganography Using Metaheuristics

Computer Vision – ECCV 2024

Human Factors of Stereoscopic 3D Displays

Computer-Human Interaction Research and Applications

Computer Vision – ECCV 2024

Artificial Intelligence-based Infrared Thermal Image Processing and its Applications

Anisotropy Across Fields and Scales

Advances in Multimedia Information Processing - PCM 2016

Deep Learning for Computer Vision

Learning OpenCV 3 Computer Vision with Python (Update)

Machine Learning and Knowledge Discovery in Databases

Deep Biometrics

Foundations of Data Science

Neural Information Processing