Deep Learning for Video Understanding
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 action recognition, the authors introduce classical framew...
Gorde:
| Egile Nagusiak: | , |
|---|---|
| Erakunde egilea: | |
| Formatua: | Baliabide elektronikoa eBook |
| Hizkuntza: | ingelesa |
| Argitaratua: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2024.
|
| Edizioa: | 1st ed. 2024. |
| Saila: | Wireless Networks,
|
| Gaiak: | |
| Sarrera elektronikoa: | https://doi.org/10.1007/978-3-031-57679-9 |
| Etiketak: |
Etiketa erantsi
Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!
|
Aurkibidea:
- Introduction
- Overview of Video Understanding
- Deep Learning Basics for Video Understanding
- Deep Learning for Action Recognition
- Deep Learning for Action Localization
- Deep Learning for Video Captioning
- Unsupervised Feature Learning for Video Understanding
- Efficient Video Understanding
- Future Research Directions
- Conclusion.