Course
Multimedia signal processing
Fundamental knowledge
Half-media signal processing
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
Mathematical analysis and State Analysis of Analogy System and Digital System
Fourier analysis
Filtering
Modulation
Sampling
Feeding System
Digital Image Processing
Digital image fundamentals
Image enhancement in the spatial
Image enhancement in the frequency domain
Digital halftoning
Color image processing
Image compression
Digital watermarking
Image/Video Coding and Security
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
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
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