Computational Knowledge Vision is popular PDF and ePub book, written by Wenbo Zheng in 2024-08-19, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Computational Knowledge Vision can be Read Online from any device for your convenience.
Computational Knowledge Vision Book PDF Summary
Computational Knowledge Vision: The First Footprints presents a novel, advanced framework which combines structuralized knowledge and visual models. In advanced image and visual perception studies, a visual model's understanding and reasoning ability often determines whether it works well in complex scenarios. This book presents state-of-the-art mainstream vision models for visual perception. As computer vision is one of the key gateways to artificial intelligence and a significant component of modern intelligent systems, this book delves into computer vision systems that are highly specialized and very limited in their ability to do visual reasoning and causal inference. Questions naturally arise in this arena, including (1) How can human knowledge be incorporated with visual models? (2) How does human knowledge promote the performance of visual models? To address these problems, this book proposes a new framework for computer vision–computational knowledge vision. Presents a concept and basic framework of Computational Knowledge Vision that extends the knowledge engineering methodology to the computer vision field Discusses neural networks, meta-learning, graphs, and Transformer models Illustrates a basic framework for Computational Knowledge Vision whose essential techniques include structuralized knowledge, knowledge projection, and conditional feedback
Detail Book of Computational Knowledge Vision PDF
- Author : Wenbo Zheng
- Release : 19 August 2024
- Publisher : Elsevier
- ISBN : 9780443216183
- Genre : Computers
- Total Page : 278 pages
- Language : English
- PDF File Size : 9,7 Mb
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