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Filtering by: Subject Human body in motion pictures Academic Affiliation Electrical Engineering and Computer Science

1. Robust and Efficient Classification of Videos in the Wild

Creator:: Mahasseni, Behrooz
Abstract:: Recognizing human actions in videos is a long-standing problem in computer vision with a wide range of applications including video surveillance, content retrieval, and sports analysis. This thesis focuses on addressing efficiency and robustness of video classification in unconstrained real-world settings. The thesis work can be broadly divided into four...
Resource Type:: Dissertation
Full Text:: human body motion –. A recurrent neural network called long short-term memory (LSTM) is used to encode