Overview
1. Introduction.- 2. Deep Neural Networks: Models and methods.- 3. Deep learning for semantic segmentation.- 4. Beyond Full Supervision in Deep Learning.- 5. Similarity Metric Learning.- 6. Zero-shot Learning with Deep Neural Networks for Object Recognition.- 7. Image and Video Captioning using Deep Architectures.- 8. Deep Learning in Video Compression Algorithms.- 9. 3D Convolutional Networks for Action Recognition: Application toSport Gesture Recognition.- 10. Deep Learning for Audio and Music.- 11. Explainable AI for Medical Imaging: Knowledge Matters.- 12. Improving Video Quality with Generative Adversarial Networks.- 13. Conclusion.
- | Author: Jenny Benois-Pineau, Akka Zemmari
- | Publisher: Springer
- | Publication Date: Oct 21, 2022
- | Number of Pages: 328 pages
- | Language: English
- | Binding: Paperback/Computers
- | ISBN-10: 3030744809
- | ISBN-13: 9783030744809
