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Article
Open AccessUnsupervised Action Classification Using Space-Time Link Analysis
We address the problem of unsupervised discovery of action classes in video data. Different from all existing methods thus far proposed for this task, we present a space-time link analysis approach which consi...
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Chapter and Conference Paper
Human Action Recognition in Table-Top Scenarios : An HMM-Based Analysis to Optimize the Performance
Hidden Markov models have been extensively and successfully used for the recognition of human actions. Though there exist well-established algorithms to optimize the transition and output probabilities, the ty...