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- research-articleOctober 2013
Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers
Advanced Engineering Informatics (ADEI), Volume 27, Issue 4Pages 652–663https://doi.org/10.1016/j.aei.2013.09.001We present a computer vision based method for equipment action recognition.Our vision-based method is based on a multiple binary SVM classifier and spatio-temporal features.A comprehensive real-world video dataset of excavator and truck actions is ...