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This paper presents a particle filter for object tracking using the combination of shape and texture features. Local descriptors contribute to estimation by filtering out some irrelevant observations, making it more reliable. We introduces an online feature adaptation mechanism that enables to automatically select the best set of features in presence of… (More)