A DISCRIMINATIVE MODEL OF MOTION AND CROSS RATIO FOR VIEW-INVARIANT ACTION RECOGNITION
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ABSTRACT:
We propose the new method for identifying the Action in the video. For identifying that we
extract the STIP feature and PLK feature. They are based on the detection of spatio-temporal
corners. Spatio-temporal corners are located in region that exhibits a high variation of image
intensity in all three directions. This requires that spatio-temporal corners are located at spatial
corners such that they invert motion in two consecutive frames (high temporal gradient variation).
They are identified from local maxima of a corner ness function computed for all pixels across
spatial and temporal scales.
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