Hyperspectral imaging has revolutionized fields ranging from environmental monitoring to medical diagnostics by providing detailed spectral information across vast datasets. However, the complexity and high dimensiona...
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ISBN:
(数字)9783031831232
ISBN:
(纸本)9783031831225;9783031831256
Hyperspectral imaging has revolutionized fields ranging from environmental monitoring to medical diagnostics by providing detailed spectral information across vast datasets. However, the complexity and high dimensionality of hyperspectral data pose significant challenges in analysis and interpretation. “Computational Intelligence based Hyperspectral imageprocessing" is a comprehensive guide to overcoming these challenges by leveraging the latest computational intelligence techniques. This Volume comprises of 9 chapters that illustrate how computational intelligence-based solutions has been successful to improve efficiency and productivity, quality control, and in enhancing innovation and competitiveness with cost reduction. This book is an essential resource for researchers, professionals, and students working in remote sensing, imageprocessing, and computational intelligence. Whether you're new to the field or looking to deepen your expertise, this book provides the tools and knowledge you need to succeed in the fast-evolving world of hyperspectral imaging.
This book constitutes the revised selected papers of several workshops which were held in conjunction with the MICAI 2024 International Workshops on Advances in Computational Intelligence, MICAI 2024, held in Tonantzi...
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ISBN:
(数字)9783031838798
ISBN:
(纸本)9783031838781
This book constitutes the revised selected papers of several workshops which were held in conjunction with the MICAI 2024 International Workshops on Advances in Computational Intelligence, MICAI 2024, held in Tonantzintla, Mexico, during October 21–25, 2024.
The 38 revised full papers presented in this book were carefully reviewed and selected from 58 submissions.
The papers presented in this volume stem from the following workshops:
– 17th Workshop of Hybrid Intelligent Systems (HIS 2024)
– 17th Workshop on Intelligent Learning Environments (WILE 2024)
– 6th Workshop on New Trends in Computational Intelligence and Applications (CIAPP 2024).
This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computervision. Deep lear...
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ISBN:
(数字)9789819612857
ISBN:
(纸本)9789819612840;9789819612871
This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computervision. Deep learning is integrated with computervision to enhance the performance of image classification with localization, object detection, object recognition, object segmentation, image style transfer, image colorization, image reconstruction, image super-resolution, image synthesis, motion detection, pose estimation, semantic segmentation in biomedical field. Huge number of efficient approaches/applications and models support medical decisions in the fields of cardiology, dermatology, and radiology. The content of book elaborates deep learning models such as convolution neural networks, deep learning, generative adversarial network, long short-term memory networks (LSTM), autoencoder (AE), restricted Boltzmann machine (RBM), self-organizing map (SOM), deep belief network (DBN), etc.
This book constitutes the refereed proceedings of CVM 2025, the 13th International Conference on Computational Visual Media, held in Hong Kong SAR, China, in April 2025.The 67 full papers were carefully reviewed and s...
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ISBN:
(数字)9789819658091
ISBN:
(纸本)9789819658084
This book constitutes the refereed proceedings of CVM 2025, the 13th International Conference on Computational Visual Media, held in Hong Kong SAR, China, in April 2025.
The 67 full papers were carefully reviewed and selected from 335 submissions. The papers are organized in topical sections as follows:
Part I: Medical image Analysis, Detection and Recognition, image Enhancement and Generation, vision Modeling in Complex Scenarios
Part II: 3D Geometry and Rendering, Generation and Editing, imageprocessing and Optimization
Part III: image and Video Analysis, Multimodal Learning, Geometrical processing, Applications
This book constitutes the proceedings of the Second CSIG Conference on Emotional Intelligence, CEI 2024, held in Nanjing, China during December 6-8, 2024.The 14 full papers and 2 short papers presented in this volume ...
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ISBN:
(数字)9789819650842
ISBN:
(纸本)9789819650835
This book constitutes the proceedings of the Second CSIG Conference on Emotional Intelligence, CEI 2024, held in Nanjing, China during December 6-8, 2024.
The 14 full papers and 2 short papers presented in this volume were carefully reviewed and selected from 41 submissions. These papers have been categorized under the following topical sections: Emotional Intelligence Surveys and Databases; Emotional Intelligence Methods; Emotional Intelligence Applications.
This book constitutes the revised selected papers of several workshops which were held in conjunction with the MICAI 2024 International Workshops on Advances in Computational Intelligence, MICAI 2024, held in Tonantzi...
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ISBN:
(数字)9783031838828
ISBN:
(纸本)9783031838811
This book constitutes the revised selected papers of several workshops which were held in conjunction with the MICAI 2024 International Workshops on Advances in Computational Intelligence, MICAI 2024, held in Tonantzintla, Mexico, during October 21–25, 2024.
The 38 revised full papers presented in this book were carefully reviewed and selected from 58 submissions.
The papers presented in this volume stem from the following workshops:
– 17th Workshop of Hybrid Intelligent Systems (HIS 2024)
– 17th Workshop on Intelligent Learning Environments (WILE 2024)
– 6th Workshop on New Trends in Computational Intelligence and Applications (CIAPP 2024).
The Encyclopedia of Color Science and Technology provides an authoritative single source for understanding and applying the concepts of color to all fields of science and technology, including artistic and historical ...
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ISBN:
(数字)9781441980717
The Encyclopedia of Color Science and Technology provides an authoritative single source for understanding and applying the concepts of color to all fields of science and technology, including artistic and historical aspects of color.
Many topics are discussed in this timely reference, including an introduction to the science of color, and entries on the physics, chemistry and perception of color. Color is described as it relates to optical phenomena of color and continues on through colorants and materials used to modulate color and also to human vision of color. The measurement of color is provided as is colorimetry, color spaces, color difference metrics, color appearance models, color order systems and cognitive color.
Other topics discussed include industrial color, color imaging, capturing color, displaying color and printing color. Descriptions of color encodings, color management, processing color and applications relating to color synthesis for computer graphics are included in this work. The Encyclopedia also delves into color as it applies to other domains such as art and design – ie – color design, color harmony, color palettes, color and accessibility, researching color deficiency, and color and data visualization. There is also information on color in art conservation, color and architecture, color and educations, color and culture, and an overview of the history of color and comments on the future of color.
This unique work will extend the influence of color to a much wider audience than has been possible to date.
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