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Chapter and Conference Paper
Locality Constrained Dictionary Learning for Human Behavior Recognition: Using AMEI and EMEI
In this paper, a human behavior recognition method based on locality constrained dictionary learning (LCDL) is proposed, the average motion energy image (AMEI) and enhanced motion energy image (EMEI) are utili...
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Chapter and Conference Paper
Human Action Recognition Based on Angle Descriptor
A simple and effective method for 3D skeleton based action recognition is proposed in this paper. Instead of taking the whole skeleton joints as the input, we select several active joints to represent the enti...
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Chapter and Conference Paper
Human Behavior Recognition Method Based on Improved Energy Image Species and Pyramid HOG Feature
Since traditional energy image species are easily affected by the motion time and location shift, this paper proposes a human behavior recognition method based on improved energy image species combined with py...
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Chapter and Conference Paper
Gait Pose Estimation Based on Manifold Learning
A manifold learning based approach for gait pose estimation is proposed in this paper. It consists of two manifold learning based dimension reductions and three map** functions based on General Regression Ne...