Image and Audio Processing — Book Chapter

Bibliographic Information

"Image and Audio Processing" was co-authored by Muhammet Ali Köker and Nursel Yalçın and published in Artificial Intelligence: From Theory to Practice, edited by Hüseyin Çakır and Çelebi Uluyol (Nobel Publishing, 2022, pp. 205-242). ISBN: 978-625-427-802-0.

• 1. Introduction to Image and Audio Processing
• 2. Image Processing and Artificial Intelligence
• 2.1. Images from the Perspective of Basic Sciences
• 2.2. Image Recording and Communication
• 2.3. Image Feature Vectors and Matching
• 2.4. Image Restoration and Enhancement
• 2.5. Image Segmentation
• 2.5.1. Discontinuity-Based Image Segmentation
• 2.5.2. Similarity-Based Image Segmentation
• 2.5.3. Image-Segmentation Approaches
• 2.6. Image Generation and Synthesis
• 2.6.1. Generative Adversarial Networks
• 2.6.2. Face Generation
• 2.6.3. Autoencoder Neural Networks
• 2.6.4. Deepfakes and Face Swapping
• 2.7. Image Activity and Anomaly Detection
• 2.8. Pattern and Text Recognition in Images
• 2.9. Object and Boundary Recognition in Images
• 2.10. Depth and Distance Estimation from Images
• 2.11. Action Detection from Images
• 2.12. Face and Person Detection from Images
• 2.13. Lip Reading from Images
• 3. Audio Processing and Artificial Intelligence
• 3.1. Sound from the Perspective of Basic Sciences
• 3.2. Audio Recording and Communication
• 3.3. Audio Feature Vectors and Matching
• 3.4. Audio Restoration and Enhancement
• 3.5. Audio Segmentation
• 3.6. Audio Generation and Synthesis
• 3.7. Audio Activity and Anomaly Detection
• 3.8. Automatic Speech Recognition
• 3.9. Speaker Recognition and Separation
• 4. Multimedia and Artificial Intelligence
• 4.1. Multimedia from a Digital-Forensics Perspective
• 4.2. Multimedia from a Hardware Perspective
• 4.3. Multimedia from a Natural-Language-Processing Perspective
• 4.4. Multimedia from a Cybersecurity Perspective
• References
• avesis.gazi.edu.tr/yayin/c59b5cde-23de-49ed-aea0-442a16dd8d72/yapay-zeka-kuramdan-uygulamaya
• kitantik.com/product/YAPAY-ZEKA-Kuramdan-Uygulamaya_1br9qfwlgjmel2c1wng
• kitapsec.com/Products/Yapay-Zeka-Kuramdan-Uygulamaya-Nobel-Akademik-Yayincilik-817842.html
• kitapyurdu.com/kitap/yapay-zeka-kuramdan-uygulamaya/646980.html
• nobelyayin.com/yapay-zek-kuramdan-uygulamaya-19599.html
• pelikankitabevi.com.tr/yapay-zeka-6
• scholar.google.com/citations?user=UYi5w7wAAAAJ&citation_for_view=UYi5w7wAAAAJ:d1gkVwhDpl0C