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Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks
(ACM, 2021-07-02)
This article proposes a novel approach for augmenting generative
adversarial network (GAN) with a self-supervised task in order to
improve its ability for encoding video representations that are useful in downstream tasks ...
Large-Scale Self-Supervised Human Activity Recognition
(ACM, 2022-07-11)
In this paper, a self-supervised approach is used to obtain an effective human activity representation using a limited set of annotated data. This research is aimed on acquiring human activity representation in order to ...
Automated System to Measure Static Balancing in Children to Assess Executive Function
(ACM, 2022-07-11)
We present multiple methods based on computer vision and deep learning to automate the task of ”Balancing on one foot”. This is one of the Activate Test of Embodied Cognition (ATEC) tasks used to measure cognitive skills ...
Automated system to measure Tandem Gait to assess executive functions in children
(ACM, 2021-07-02)
As mobile technologies have become ubiquitous in recent years,
computer-based cognitive tests have become more popular and
efficient. In this work, we focus on assessing motor function in children by analyzing their gait ...
Light-Weight Seated Posture Guidance System with Machine Learning and Computer Vision
(ACM, 2022-07-11)
In today’s world, the increased time people spend in front of their computers has been one of the main causes for neck and back pains. Especially, since the pandemic, it has been quite evident that slouching at home for ...
Detecting Cognitive Fatigue in Subjects with Traumatic Brain Injury from FMRI Scans Using Self-Supervised Learning
(ACM, 2023-07)
Understanding cognitive states from fMRI data have yet to be investigated to its full extent due to its complex nature. In this work, the
problem of understanding cognitive fatigue among TBI patients has
been formulated ...
An EEG-based Cognitive Fatigue Detection System
(ACM, 2023-07)
Mental or Cognitive fatigue (CF) is the exhaustion of the neurological system brought on by prolonged cognitive tasks. It causes
performance to decline in day-to-day life. Throughout this paper,
we present an experimental ...
SmartFunction: An Immersive Vr System To Assess Attention Using Embodied Cognition
(ACM, 2023-07)
In traditional neuropsychological tests, executive functions (EFs)
are typically evaluated using paper and pencil or computer-based
sit-down tasks. However, a new assessment framework, the Automated Test of Embodied ...