# Image and Audio Processing — Book Chapter

> The book chapter "Image and Audio Processing," co-authored with Nursel Yalçın, was 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).

- Author: Muhammet Ali Köker
- Language: en
- Canonical: https://alikoker.com.tr/en/artificial-intelligence-from-theory-to-practice-book-chapter
- Translation: https://alikoker.com.tr/yapay-zeka-kuramdan-uygulamaya
- Published: 2022-08-06T13:41:53+03:00
- Modified: 2026-08-19T20:37:00+03:00
- Verified: 2026-08-19T20:37:00+03:00
- Type: publication

## 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](/en/wiki/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](/en/wiki/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](https://avesis.gazi.edu.tr/yayin/c59b5cde-23de-49ed-aea0-442a16dd8d72/yapay-zeka-kuramdan-uygulamaya)
    - [kitantik.com/product/YAPAY-ZEKA-Kuramdan-Uygulamaya_1br9qfwlgjmel2c1wng](https://www.kitantik.com/product/YAPAY-ZEKA-Kuramdan-Uygulamaya_1br9qfwlgjmel2c1wng)
    - [kitapsec.com/Products/Yapay-Zeka-Kuramdan-Uygulamaya-Nobel-Akademik-Yayincilik-817842.html](https://www.kitapsec.com/Products/Yapay-Zeka-Kuramdan-Uygulamaya-Nobel-Akademik-Yayincilik-817842.html)
    - [kitapyurdu.com/kitap/yapay-zeka-kuramdan-uygulamaya/646980.html](https://www.kitapyurdu.com/kitap/yapay-zeka-kuramdan-uygulamaya/646980.html)
    - [nobelyayin.com/yapay-zek-kuramdan-uygulamaya-19599.html](https://www.nobelyayin.com/yapay-zek-kuramdan-uygulamaya-19599.html)
    - [pelikankitabevi.com.tr/yapay-zeka-6](https://www.pelikankitabevi.com.tr/yapay-zeka-6)
    - [scholar.google.com/citations?user=UYi5w7wAAAAJ&citation_for_view=UYi5w7wAAAAJ:d1gkVwhDpl0C](https://scholar.google.com/citations?view_op=view_citation&user=UYi5w7wAAAAJ&citation_for_view=UYi5w7wAAAAJ:d1gkVwhDpl0C)

## Cite This Work

Köker, M. A. (2022). Image and Audio Processing — Book Chapter. alikoker.com.tr. https://alikoker.com.tr/en/artificial-intelligence-from-theory-to-practice-book-chapter

- BibTeX: https://alikoker.com.tr/en/artificial-intelligence-from-theory-to-practice-book-chapter.bib
- RIS: https://alikoker.com.tr/en/artificial-intelligence-from-theory-to-practice-book-chapter.ris
- CSL-JSON: https://alikoker.com.tr/en/artificial-intelligence-from-theory-to-practice-book-chapter.csl.json