課程資訊
多媒體訊號處理Multimedia signal processing
基礎知識 Fundamental knowledge
次媒體信號處理 Half-media signal processing
物件檢測 Object detection
3-1:前景/背景分離 Foreground/background separation
3-2:特徵點檢測 Feature point detection
3-3:自適應增強 Adaboosting
3-4:R-CNN、SSD、YOLO
4. 基本編碼技術 Basic coding techniques
4-1:霍夫曼編碼 Huffman coding
4-2:算術編碼 Arithmetic coding
4-3:塊截斷編碼 Block truncation coding
4-4:矢量量化 Vector quantization
4-5:變換編碼(DCT 和小波編碼) Transform coding (DCT and Wavelet coding)
4-6:JPEG標準 JPEG standard
5. 多媒體安全 Multimedia security
5-1:數字水印 Digital watermarking
5-2:秘密分享 Secret sharing
5-3:數據隱藏 Data hiding
5-4:數字取證 Digital forensics
5-5:基於深度學習的數據隱藏和浮水印 Deep learning-based data hiding and watermarking
6. 多媒體深度學習與應用 Deep learning and applications on multimedia
7. 高級多媒體壓縮(可能無法做到)Advanced multimedia compression (probably not able to make it)
7-1:H.264
7-2:HEVC
8. 業界專家經驗分享 Industry experts experiences sharing
信號與系統 Signals and Systems
類比和數位系統的數學分析和狀態分析 Mathematical analysis and State Analysis of Analogy System and Digital System
傅立葉分析 Fourier analysis
濾波Filtering
調變 Modulation
取樣 Sampling
迴授系統 Feeding System
數位影像處理 Digital Image Processing
數位影像基礎 Digital image fundamentals
影像轉換 Image enhancement in the spatial
影像強化 Image enhancement in the frequency domain
數位半色調技術 Digital halftoning
彩色影像處理 Color image processing
影像壓縮 Image compression
數位浮水印技術 Digital watermarking
影視訊編碼與安全 Image/Video Coding and Security
影視訊編碼及安全概論 Introduction to image/video coding and security
1-1:現有影像編碼基礎技術 Basic image coding technologies
1-2:現有視訊編碼基礎技術 Basic video coding technologies
1-3:影視訊編碼及安全產業現況 Image/video coding and security in the industry
影像處理及編碼技術 Image/video coding technologies
2-1:半色調影像編碼技術 digital halftone image coding technologies
2-2:灰階影像編碼技術 grayscale image coding technologies
2-3:彩色影像編碼技術 color image coding technologies
2-4:視訊影像編碼技術 video coding technologies
影視訊之安全技術 Image/video security technologies
3-1:影視訊之資訊隱藏技術 Image/video information hiding
3-2:影視訊之數位浮水印技術 Image/video watermarking
3-3:影視訊之秘密分享技術 Image/video secret sharing
3-4:影視訊之完整性驗證 Image/video integrity verification