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Are Currently Available Wearable Devices for Activity Tracking and Heart Rate Monitoring Accurate, Precise, and Medically Beneficial? [PDF]
Healthcare Informatics Research, 2015 ObjectivesThe new wave of wireless technologies, fitness trackers, and body sensor devices can have great impact on healthcare systems and the quality of life.
Fatema El-Amrawy, Mohamed Ismail Nounou
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Step Counting with Attention-based LSTM
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 2022 Physical activity is recognized as an essential component of overall health. One measure of physical activity, the step count, is well known as a predictor of long-term morbidity and mortality. Step Counting (SC) is the automated counting of the number of steps an individual takes over a specified period of time and space.
Shehroz S. Khan, Ali Abedi 0003
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Sensors, 2017 The growing market of smart devices make them appealing for various applications. Motion tracking can be achieved using such devices, and is important for various applications such as navigation, search and rescue, health monitoring, and quality of life ...
Maan Khedr, Nasser El-Sheimy
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Caltech Fish Counting Dataset 2022
, 2022 A full instructional guide is provided here: https://github.com/visipedia/caltech-fish-counting The Caltech Fish Counting Dataset is a large-scale dataset for detecting, tracking, and counting fish in sonar ...
Young, Erik +7 more
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A Smartwatch Step Counter for Slow and Intermittent Ambulation
IEEE Access, 2017 The ambulatory monitoring of human movement can provide valuable information regarding the degree of functional ability and general level of activity of individuals. Since walking is a basic everyday movement, automatic step detection or step counting is
Vincenzo Genovese +2 more
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An Intelligent Optimization Strategy Based on Deep Reinforcement Learning for Step Counting
Discrete Dynamics in Nature and Society, 2021 With the popularity of Internet of things technology and intelligent devices, the application prospect of accurate step counting has gained more and more attention. To solve the problems that the existing algorithms use threshold to filter noise, and the
Zhoubao Sun +2 more
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Sensors, 2022 Smartphone-based pedometer sensor telemedicine applications could be useful for measuring disease activity and predicting the risk of developing comorbidities, such as pulmonary or cardiovascular disease, in patients with rheumatoid arthritis (RA), but ...
Stefan R. Wagner +4 more
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A second look at counting triangles in graph streams [PDF]
, 2014 In this paper we present improved results on the problem of counting triangles in edge streamed graphs. For graphs with m edges and at least T triangles, we show that an extra look over the stream yields a two-pass streaming algorithm that uses O((m)/(ε4.
Jowhari, Hossein, Cormode, Graham
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A Novel Map-Based Dead-Reckoning Algorithm for Indoor Localization
Journal of Sensor and Actuator Networks, 2014 Step counting-based dead-reckoning has been widely accepted as a cheap and effective solution for indoor pedestrian tracking using a hand-held device equipped with motion sensors.
Haitao Bao, Wai-Choong Wong
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Remote Sensing, 2022 Step detection for smartphones plays an important role in the pedestrian dead reckoning (PDR) for indoor positioning. Aiming at the problem of low step detection accuracy of smartphones in complex unconstrained states in PDR, smartphone-based ...
Ying Xu +6 more
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