Digital media technology is an interdisciplinary and technical field that integrates digital information processing technology, computer technology, digital communication and network technology. Through modern computing and communication means, comprehensive processing of text, sound, graphics, images, video and other information, digital media technology makes abstract information can be perceived, managed and interactive. Through the study of this course, you can understand the cutting-edge research progress and development direction of digital media technology, appreciate the charm of digital media technology field, cultivate the interest and motivation of learning related technologies, and lay a good understanding foundation for the subsequent study of digital media technology professional courses and related scientific research.
Overview
Syllabus
- 1. Digital media technology foundation
- 1.1 The concept and classification of media
- 1.2 The development of digital media technology
- 1.3 Research area of digital media technology
- 1.4 The characteristics and application of digital media technology
- 2. Image and video technology
- 2.1 Basic image knowledge
- 2.2 Key technologies of digital image processing
- 2.3 Video Basics
- 2.4 Key technologies of digital video
- 2.5 Application of image / video technology
- 3. Computer vision technology and application
- 3.1 Definition and overview of computer vision
- 3.2 Main research contents of computer vision
- 3.3 Artificial intelligence and deep learning
- 3.4 Main applications of computer vision
- 4. Digital speech signal processing technology and application
- 4.1 Basic concepts of digital speech
- 4.2 Main research directions of digital speech technology
- 4.3 speech recognition
- 4.4 Voiceprint recognition and speech synthesis
- 5. Computer graphics and animation technology
- 5.1 The concept of computer graphics
- 5.2 The development and application of computer graphics
- 5.3 Color
- 5.4 Illumination model and texture mapping
- 5.5 Basic concepts of animation
- 5.6 Animation production
- 5.7 Common animation technology
- 6. Game industry and game development
- 6.1 Definition and classification of games
- 6.2 Overview of the current situation of the game industry
- 6.3 Game core module and development team
- 6.4 Introduction to game engine
- 7. Digital media compression technology
- 7.1 Basic principle of data compression
- 7.2 Compression coding of audio data
- 7.3 Compression coding of digital image
- 7.4 Compression coding of digital video
- 8. Visual big data and information visualization technology
- 8.1 Big data and visual big data
- 8.2 Data analysis and data mining
- 8.3 The application of big data in video analysis
- 8.4 Information visualization technology
- 9. Digital media storage and network transmission technology
- 9.1 Basic concept and development history of storage
- 9.2 Data center
- 9.3 Application of cloud computing and storage technology
- 9.4 Multimedia network transmission technology
- 9.5 Wireless multimedia network transmission
- 10. Media and network security technology and application
- 10.1 The history of cryptography and classical encryption algorithms
- 10.2 Modern encryption algorithm
- 10.3 Digital watermarking
- 10.4 Digital media Forensics
- 10.5 Biometric authentication and template security
- Final Exam
Taught by
Ming Yan
