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Emerging Trends in Image Processing, Computer Vision and Pattern Recognition by Hamid R Arabnia, Leonidas Deligiannidis

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Chapter 24

Gesture recognition in cooking video based on image features and motion features using Bayesian network classifier

Nguyen Tuan Hung1; Pham The Bao1; Jin Young Kim2    1 Faculty of Mathematics and Computer Science, Ho Chi Minh University of Science, Ho Chi Minh City, Viet Nam2 School of Electrical and Computer Engineering, Chonnam National University, Gwangju, South Korea

Abstract

In this chapter, we propose an advanced method, which combines image features and motion features, for gesture recognition in cooking video. First of all, the image features including global and local features of Red-Green-Blue color images are extracted, then represented using bag of features method. Concurrently, motion features are also extracted from ...

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