Lifelogging system based on Averaged Hidden Markov Models: dangerous activities recognition for caregivers support

A Postawka, J Rudy - Computer Science, 2018 - journals.agh.edu.pl
In this paper a prototype lifelogging system for monitoring persons with cognitive disabilities
and elderly people, as well as a method for automatic detection of dangerous activities are …

Meltdowncrisis: Dataset of autistic children during meltdown crisis

M Masmoudi, SK Jarraya… - 2019 15th International …, 2019 - ieeexplore.ieee.org
No one refutes the importance of datasets in the development of any new approach. Despite
their importance, datasets in computer vision remain insufficient for some applications …

Data-driven automated detection of autism spectrum disorder using activity analysis: A review

O Shahid, S Rahman, SF Ahmed, MA Arrafi, MAR Ahad - 2020 - preprints.org
Abstract Autism Spectrum Disorder (ASD) is a neuro-developmental disorder that limits
social interactions, cognitive skills, and abilities. Since ASD can last during an affected …

Gamificación y necesidades específicas de apoyo educativo: una revisión bibliográfica

AJ Pellicer Jiménez - 2021 - riull.ull.es
A lo largo de los últimos años, las Tecnologías de la Información y la Comunicación (TIC) se
han ido introduciendo en las aulas atendiendo, en cierta medida, a la diversidad del …

Exercise recognition using averaged hidden Markov models

A Postawka - Artificial Intelligence and Soft Computing: 16th …, 2017 - Springer
This paper presents a novel learning algorithm for Hidden Markov Models (HMMs) based on
multiple learning sequences. For each activity a few left-to-right HMMs are created and then …

Real-time monitoring system for potentially dangerous activities detection

A Postawka - 2017 22nd International Conference on Methods …, 2017 - ieeexplore.ieee.org
Cognitive impairments are an unavoidable community problem. People suffering from such
diseases need all day long attention with varying care difficulty depending on the type of …

Behavior-Based Emotion Recognition Using Kinect and Hidden Markov Models

A Postawka - Artificial Intelligence and Soft Computing: 18th …, 2019 - Springer
According to the literature review the autistic children behavior is strictly connected to their
emotions. Moreover, it is repeatable and–although it is understandable only for their …

Averaged Hidden Markov Models in Kinect-Based Rehabilitation System

A Postawka, P Śliwiński - Artificial Intelligence and Soft Computing: 17th …, 2018 - Springer
In this paper the Averaged Hidden Markov Models (AHMMs) are examined for the upper
limb rehabilitation purposes. For the data acquisition the Microsoft Kinect 2.0 sensor is used …

[图书][B] Investigation of the Microsoft Kinect V2 sensor as a multi-purpose device for a radiation oncology clinic

EA Silverstein - 2017 - search.proquest.com
For a radiation oncology clinic, the number of devices available to assist in the workflow for
radiotherapy treatments are quite numerous. Processes such as patient verification, motion …

[PDF][PDF] Data-Driven Automated Detection of Autism Spectrum Disorder Using Activity Analysis: A

O Shahid, S Rahman, SF Ahmed, M Ahmed - 2020 - academia.edu
Abstract Background/Introduction: Autism Spectrum Disorder (ASD) is a
neurodevelopmental disorder that limits social interactions, cognitive skills, and abilities …