Human activity recognition in egocentric video using PNN, SVM, kNN and SVM+kNN classifiers
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-1131-x
Abstract: In recent years, the recognition of activity is a daring task which helps elderly people, disabled patients and so on. The aim of this paper is to design a system for recognizing the human activity… read more here.
Keywords: human activity; activity; egocentric video; svm knn ... See more keywords
A hybrid egocentric video summarization method to improve the healthcare for Alzheimer patients
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-019-01444-6
Abstract: Alzheimer patients face difficulty to remember the identity of persons and performing daily life activities. This paper presents a hybrid method to generate the egocentric video summary of important people, objects and medicines to facilitate… read more here.
Keywords: video; video summarization; alzheimer patients; egocentric video ... See more keywords
Validity of Novel Outcome Measures for Hand Function Performance After Stroke Using Egocentric Video
Sign Up to like & getrecommendations! Published in 2023 at "Neurorehabilitation and Neural Repair"
DOI: 10.1177/15459683231159663
Abstract: Background Evaluating upper limb (UL) interventions after stroke calls for outcome measures that describe impact on daily life in the community. UL use ratio has been used to quantify the performance domain of UL function,… read more here.
Keywords: function; egocentric video; hand; ratio ... See more keywords