Figure 1From: Human action recognition based on estimated weak posesLearning step: we train Gaussian processes to learn the regression function from shape context descriptors (SCDs) to weak poses . In parallel, a BOP model is built for each action class by extracting key poses and training SVM classifiers.Back to article page