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Facial Emotion Recognition Using Context Based Multimodal Approach
Emotions play a crucial role in person to person
interaction. In recent years, there has been a growing interest in
improving all aspects of interaction between humans and
computers. The ability to understand human ...
Brain action: a brain-inspired human action reognition model based on object recognition
(Universidade do Vale do Rio dos Sinos, 2020-09-27)
A great variety of applications require HAR (Human Action Recognition) information as
input. A topic that is applied in such various areas becomes particularly prevalent recently because of their explosively emerging ...
Efficient descriptor tree growing for fast action recognition
(Elsevier Science, 2013-05)
Video and image classification based on Instance-to-Class (I2C) distance attracted many recent studies, due to the good generalization capabilities it provides for non-parametric classifiers. In this work we propose a ...
Human action recognition using 2D poses
(2019-10-01)
The advances in video capture, storage and sharing technologies have caused a high demand in techniques for automatic recognition of humans actions. Among the main applications, we can highlight surveillance in public ...
Human action recognition in videos based on spatiotemporal features and bag-of-poses
(2020-10-01)
Currently, there is a large number of methods that use 2D poses to represent and recognize human action in videos. Most of these methods use information computed from raw 2D poses based on the straight line segments that ...
Action recognition in video using sparse coding and relative features
(2016)
This work presents an approach to category-based action recognition in video using sparse coding techniques. The proposed approach includes two main contributions: i) A new method to handle intra-class variations by ...
Human action recognition based on spatiotemporal features from videos
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2020-12-22)
Currently, there is a high demand for the development of new techniques for automatic pattern recognition in videos, for example for the automatic recognition of human actions, this demand is motivated by the advances in ...