Course

• Multimedia signal processing

  1. Fundamental knowledge

  2. Half-media signal processing

  3. Object detection

3-1：Foreground/background separation

3-2：Feature point detection

3-3：Adaboosting

3-4：R-CNN、SSD、YOLO

4. Basic coding techniques

4-1：Huffman coding

4-2：Arithmetic coding

4-3：Block truncation coding

4-4：Vector quantization

4-5：Transform coding (DCT and Wavelet coding)

4-6：JPEG standard

5. Multimedia security

5-1：Digital watermarking

5-2：Secret sharing

5-3：Data hiding

5-4：Digital forensics

5-5：Deep learning-based data hiding and watermarking

6. Deep learning and applications on multimedia

7. Advanced multimedia compression (probably not able to make it)

7-1：H.264

7-2：HEVC

8. Industry experts experiences sharing

• Signals and Systems

  1. Mathematical analysis and State Analysis of Analogy System and Digital System

  2. Fourier analysis

  3. Filtering

  4. Modulation

  5. Sampling

  6. Feeding System

• Digital Image Processing

  1. Introduction

  2. Digital Image Fundamentals

  3. Digital Photography

  4. Digital Halftoning

  5. Image Enhancement in the Spatial Domain

  6. COME Image Enhancement in the Frequency Domain

  7. Image Compression

  8. Machine Learning

  9. Object Detection

  10. Image Segmentation

  11. Generative AI

• Image/Video Coding and Security

1. Introduction to image/video coding and security

1-1：Basic image coding technologies

1-2：Basic video coding technologies

1-3：Image/video coding and security in the industry

2. Image/video coding technologies

2-1：Digital halftone image coding technologies

2-2：Grayscale image coding technologies

2-3：Color image coding technologies

2-4：Video coding technologies

3. Image/video security technologies

3-1：Image/video information hiding

3-2：Image/video watermarking

3-3：Image/video secret sharing

3-4：Image/video integrity verification