Genetic Programming for Image Classification is popular PDF and ePub book, written by Ying Bi in 2021-02-08, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Genetic Programming for Image Classification can be Read Online from any device for your convenience.
Genetic Programming for Image Classification Book PDF Summary
This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate and postgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation.
Detail Book of Genetic Programming for Image Classification PDF
- Author : Ying Bi
- Release : 08 February 2021
- Publisher : Springer Nature
- ISBN : 9783030659271
- Genre : Technology & Engineering
- Total Page : 279 pages
- Language : English
- PDF File Size : 16,7 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Genetic Programming for Image Classification by Ying Bi, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.