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Filtering by: Creator Rawson, Roy Eugene Academic Affiliation Electrical Engineering and Computer Science Subject Computer vision

Learning affinities of exemplar videos for multi-view action recognition

Creator:

Roy, Anirban

Abstract:

This thesis addresses a fundamental computer vision problem, that of action recognition. The goal of action recognition is to recognize a class of human actions in a given video. Action recognition has a wide range of applications, including automated surveillance, sports video analysis, internet-based searches etc. The main challenge is...

Resource Type:

Masters Thesis

Full Text:

AN ABSTRACT OF THE THESIS OF Anirban Roy for the degree of
Hierarchical graphical models for activity recognition in videos

Creator:

Amer, Mohamed R.

Abstract:

This dissertation addresses the problem of recognizing human activities in videos. Our focus is on activities with stochastic structure, where the activities are characterized by variable space-time arrangements of actions, and conducted by a variable number of actors. These activities occur frequently in sports and surveillance videos. They may appear...

Resource Type:

Dissertation
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:

, Anirban Roy, Michael Lam, Sheng Chen, Peng Lei, Christos Margiolas, Alberto Garcia, Suren Jayasuriya and