紀錄類型: |
書目-電子資源
: Monograph/item
|
正題名/作者: |
An introduction to image classification/ by Klaus D. Toennies. |
其他題名: |
from designed models to end-to-end learning / |
作者: |
Toennies, Klaus D. |
出版者: |
Singapore :Springer Nature Singapore : : 2024., |
面頁冊數: |
xvi, 290 p. :ill., digital ;24 cm. |
內容註: |
Chapter 1. Image Classification - A Computer Vision Task -- Chapter 2. Image Features - Extraction and Categories -- Chapter 3. Feature Reduction -- Chapter 4. Bayesian Image Classification in Feature Space -- Chapter 5. Distance-based Classifiers -- Chapter 6. Decision Boundaries in Feature Space -- Chapter 7. Multi-layer Perceptron for Image Classification -- Chapter 8. Feature Extraction by Convolutional Neural Network -- Chapter 9. Network Set-up for Image Classification -- Chapter 10. Basic Network Training for Image Classification -- Chapter 11. Dealing with Training Deficiencies -- Chapter 12. Learning Effects and Network Decisions. |
Contained By: |
Springer Nature eBook |
標題: |
Computer vision. - |
電子資源: |
https://doi.org/10.1007/978-981-99-7882-3 |
ISBN: |
9789819978823 |