Less-supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical imaging. The book presents main app...Daugiau...
This Element discusses the creation and analysis of a 1.5 million-word corpus of UK national press articles on Islam and Muslims from Dec. 2022Nov. 2023, including AI-tagged images. It evaluates text, images, and interactions, highlighting Vertex AI...Daugiau...
(Išleidimo metai: 24-Jul-2025, Hardback, Leidėjas: Cambridge University Press, ISBN-13: 9781009581240)
This Element discusses the creation and analysis of a 1.5 million-word corpus of UK national press articles on Islam and Muslims from Dec. 2022Nov. 2023, including AI-tagged images. It evaluates text, images, and interactions, highlighting Vertex AI...Daugiau...
Finally, Chapter 6 explores cutting-edge advancements, covering AutoAugment, interpretable augmentation, attention-based augmentation, counterfactual augmentation, and human-in-the-loop augmentation, emphasizing the role of human expertise in creati...Daugiau...
(Išleidimo metai: 24-Apr-2025, Hardback, Leidėjas: Cambridge University Press, ISBN-13: 9781009356206)
Fully revised and updated, the second edition of this classic text is the definitive guide to the mathematical models underlying imaging from sensed data. This refreshed and expanded edition presents new coverage of key topics in medical imaging, and...Daugiau...
The new edition will have separate volumes for computer vision and human-based vision applications. The first volume, Computer Vision and Image Analysis, will focus on the topics needed for computer vision systems development. It will feature more ex...Daugiau...
Computer vision and image analysis is a field that continues to advance at an ever increasing pace, with applications ranging from medical diagnostics to space exploration. The diversity of applications is one of the driving forces that make it su...Daugiau...
This new volume provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. Explaining the machine learning algorithms and models involved, the authors differentiate between the various al...Daugiau...
This book presents deep learning techniques for video understanding. For deep learning basics, the authors cover machine learning pipelines and notations, 2D and 3D Convolutional Neural Networks for spatial and temporal feature learning. For actio...Daugiau...
Focusing on how visual information is represented, stored and extracted in the human brain, this book uses cognitive neural modeling in order to show how visual information is represented and memorized in the brain. Focusing on how visual...Daugiau...
(Išleidimo metai: 08-May-2024, Hardback, Leidėjas: ISTE Ltd, ISBN-13: 9781789451504)
Most cameras are inherently designed to mimic what is seen by the human eye: they have three channels of RGB and can achieve up to around 30 frames per second (FPS). However, some cameras are designed to capture other modalities: some may h...Daugiau...
This book offers a comprehensive and unbiased introduction to 3D Computer Vision, ranging from its foundations and essential principles to advanced methodologies and technologies. Divided into 11 chapters, it covers the main workflow of 3D compute...Daugiau...
This book constitutes the refereed proceedings of ICIVIS2023, held in Baoding, China, in August 2023. The papers included in the proceedings have been carefully reviewed and selected from the submitted manuscripts in the areas of image, vision a...Daugiau...
This book constitutes the proceedings of the 5th International Symposium on Intelligent Computing Systems, ISICS 2024, held in Sharjah, United Arab Emirates, during November 6-7, 2024. The 25 full papers included in this book were carefully...Daugiau...
This textbook offers advanced content on computer vision (basic content can be found in its prerequisite textbook, 2D Computer Vision: Principles, Algorithms and Applications), including the basic principles, typical methods and practical technique...Daugiau...
A new theory and methodology for the application of computer vision methods to the computational analysis of collected, digitized visual materials, called distant viewing.Distant Viewing: Computational Exploration of Digital Image...Daugiau...
The three-volume set CCIS 2009, 2010 and 2011 constitutes the refereed post-conference proceedings of the 8th International Conference on Computer Vision and Image Processing, CVIP 2023, held in Jammu, India, during November 35, 2023. ...Daugiau...
The three-volume set CCIS 2009, 2010 and 2011 constitutes the refereed post-conference proceedings of the 8th International Conference on Computer Vision and Image Processing, CVIP 2023, held in Jammu, India, during November 35, 2023. ...Daugiau...
The three-volume set CCIS 2009, 2010 and 2011 constitutes the refereed post-conference proceedings of the 8th International Conference on Computer Vision and Image Processing, CVIP 2023, held in Jammu, India, during November 35, 2023. ...Daugiau...
The conference proceedings book is a collection of high-quality research articles in the field of intelligent vision and computing. It also serves as a forum for researchers and practitioners from both academia and industry to meet and share their...Daugiau...
