Artificial Intelligence: From Theory to Practice — Book Chapter

ISBN: 978-625-427-802-0, Nobel Academic Publishing (https://www.nobelyayin.com/yapay-zek-kuramdan-uygulamaya-19599.html)

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 (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)

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nobelyayin.com/yapay-zek-kuramdan-uygulamaya-19599.html (https://www.nobelyayin.com/yapay-zek-kuramdan-uygulamaya-19599.html)

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