Sequentially adaptive active appearance model with regression-based online reference appearance template

•An online reference template is generated for tracking drifts correction.•A correspondences map from Local feature to Landmark is learned via regression.•An online reference appearance model update strategy is designed.•The tracking accuracy is better than other state-of-the-art methods. Statistica...

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