Sylabus
Introduction to video retrieval
Video formats
Frame/shot/scene detection
Frame-based features
Scene-based features
Similarity search in video
Fusion of features
Video classification
Video visualization techniques
Interactive video retrieval
Video retrieval systems
Video retrieval evaluation campaigns
Anotace
In the course, new trends in interactive video retrieval are presented, with emphasis on video exploration given a known-item search task and a set of representative keyframes. During the practices, various video search methods and tools will be tested.
Basic knowledge of python helps (NumPy and Pillow) but the prior knowledge is not necessary. Students will create a simple tool for a small collection of video data.
The best new extensions can be selected to compete in the video browser showdown competition.