Domain Adaptation in Computer Vision with Deep Learning is popular PDF and ePub book, written by Hemanth Venkateswara in 2020-08-18, 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, Domain Adaptation in Computer Vision with Deep Learning can be Read Online from any device for your convenience.
Domain Adaptation in Computer Vision with Deep Learning Book PDF Summary
This book provides a survey of deep learning approaches to domain adaptation in computer vision. It gives the reader an overview of the state-of-the-art research in deep learning based domain adaptation. This book also discusses the various approaches to deep learning based domain adaptation in recent years. It outlines the importance of domain adaptation for the advancement of computer vision, consolidates the research in the area and provides the reader with promising directions for future research in domain adaptation. Divided into four parts, the first part of this book begins with an introduction to domain adaptation, which outlines the problem statement, the role of domain adaptation and the motivation for research in this area. It includes a chapter outlining pre-deep learning era domain adaptation techniques. The second part of this book highlights feature alignment based approaches to domain adaptation. The third part of this book outlines image alignment procedures for domain adaptation. The final section of this book presents novel directions for research in domain adaptation. This book targets researchers working in artificial intelligence, machine learning, deep learning and computer vision. Industry professionals and entrepreneurs seeking to adopt deep learning into their applications will also be interested in this book.
Detail Book of Domain Adaptation in Computer Vision with Deep Learning PDF
- Author : Hemanth Venkateswara
- Release : 18 August 2020
- Publisher : Springer Nature
- ISBN : 9783030455293
- Genre : Computers
- Total Page : 256 pages
- Language : English
- PDF File Size : 11,8 Mb
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