Collective activity recognition, which analyses the behavior of groups of people in videos, is an essential goal of video surveillance systems. In this thesis, we proposed three new solutions and one novel dataset for the ...

The rapid evolution of machine learning and deep learning approaches has enabled robust solutions for complex and computationally intensive problems, particularly in describing, identifying, and segmenting video content. ...