Recovery from multi‐millennial natural coastal hypoxia in the Stockholm Archipelago, Baltic Sea, terminated by modern human activity
Sign Up to like & getrecommendations! Published in 2020 at "Limnology and Oceanography"
DOI: 10.1002/lno.11575
Abstract: Abstract Enhanced nutrient input and warming have led to the development of low oxygen (hypoxia) in coastal waters globally. For many coastal areas, insight into redox conditions prior to human impact is lacking. Here, we… read more here.
Keywords: hypoxia; recovery; human activity; stockholm archipelago ... See more keywords
Skeleton-based human activity recognition using ConvLSTM and guided feature learning
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DOI: 10.1007/s00500-021-06238-7
Abstract: Human activity recognition aims to determine actions performed by a human in an image or video. Examples of human activity include standing, running, sitting, sleeping, etc. These activities may involve intricate motion patterns and undesired… read more here.
Keywords: activity recognition; convlstm; human activity; skeleton ... See more keywords
Human activity recognition via optical flow: decomposing activities into basic actions
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DOI: 10.1007/s00521-018-3951-x
Abstract: AbstractRecognizing human activities using automated methods has emerged recently as a pivotal research theme for security-related applications. In this research paper, an optical flow descriptor is proposed for the recognition of human actions by considering… read more here.
Keywords: activity recognition; human activity; recognition via; flow ... See more keywords
Indoor human activity recognition using high-dimensional sensors and deep neural networks
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DOI: 10.1007/s00521-019-04408-1
Abstract: Many smart home applications rely on indoor human activity recognition. This challenge is currently primarily tackled by employing video camera sensors. However, the use of such sensors is characterized by fundamental technical deficiencies in an… read more here.
Keywords: indoor human; activity recognition; human activity; sensor ... See more keywords
Making space: the natural, cultural, cognitive and social niches of human activity.
Sign Up to like & getrecommendations! Published in 2021 at "Cognitive processing"
DOI: 10.1007/s10339-021-01049-y
Abstract: This paper is in two parts. Part 1 examines the phenomenon of making space as a process involving one or other kind of legal decision-making, for example when a state authority authorizes the creation of… read more here.
Keywords: human activity; making space; space natural; natural cultural ... See more keywords
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
Human Activity Recognition from Body Sensor Data using Deep Learning
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DOI: 10.1007/s10916-018-0948-z
Abstract: In recent years, human activity recognition from body sensor data or wearable sensor data has become a considerable research attention from academia and health industry. This research can be useful for various e-health applications such… read more here.
Keywords: sensor data; human activity; activity; activity recognition ... See more keywords
Orientation Invariant Skeleton Feature (OISF): a new feature for Human Activity Recognition
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DOI: 10.1007/s11042-020-08902-w
Abstract: Human Activity Recognition is the process of identifying the activity of a person by analyzing continuous frames of a video. In many application areas, human activity identification is either a direct goal or it is… read more here.
Keywords: human activity; activity; activity recognition; feature oisf ... See more keywords
Ontology driven human activity recognition in heterogeneous sensor measurements
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DOI: 10.1007/s12652-020-01835-0
Abstract: In recent years, sensor-based activity recognition has integrated the field of sensor networks with data mining techniques to model a broad range of human activities and behaviour. Huge amounts of sensor data coming from smart… read more here.
Keywords: ontology; activity recognition; human activity; sensor ... See more keywords
Enhanced fuzzy finite state machine for human activity modelling and recognition
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DOI: 10.1007/s12652-020-01917-z
Abstract: A challenging key aspect of modelling and recognising human activity is to design a model that can deal with the uncertainty in human behaviour. Several machine learning and deep learning techniques are employed to model… read more here.
Keywords: machine; fuzzy finite; enhanced fuzzy; human activity ... See more keywords
Efficiency investigation from shallow to deep neural network techniques in human activity recognition
Sign Up to like & getrecommendations! Published in 2019 at "Cognitive Systems Research"
DOI: 10.1016/j.cogsys.2018.11.009
Abstract: Abstract In the last years, several researchers measured different recognition rates with different artificial neural network (ANN) techniques on public data sets in the human activity recognition (HAR) problem. However an overall investigation does not… read more here.
Keywords: recognition; neural network; human activity; activity recognition ... See more keywords