Video Analysis and Processing
About This Course
This course is designed to equip learners with comprehensive knowledge in video analysis and processing. It includes principles, concepts and theories behind image and video compression techniques and standards, Artificial Intelligence (AI) models used for video analytics, key video analytics tasks and applications, as well as recent developments in the field. Learners interested in expanding their expertise in video analytics are encouraged to enroll. Upon completion, learners will possess the theoretical understanding and practical insights necessary to advance their careers in video analysis and processing.
As this micro-credential course is only offered in the FlexiMasters in Signal Processing and Machine Learning programme, learners are required to enrol into the programme and complete all required courses within this programme.
What You'll Learn
• Explain key image compression techniques and standards and assess their impact on image quality and processing efficiency.
• Evaluate various key video compression techniques and standards.
• Analyse the core artificial intelligence models for video analytics
• Describe some common video analysis tasks and explain their applications.
• Evaluate recent and emerging developments in video analysis and processing, assessing their potential applications, limitations, and implications in real-world deployment.
Entry Requirements
No pre-requisites are needed to enroll in the individual courses; however, learners without qualifications or working experience in relevant engineering or the related fields may find the course contents challenging.
Note: Shortlisting will be conducted.