AIMC Topic: Recognition, Psychology

Clear Filters Showing 121 to 130 of 277 articles

STA-TSN: Spatial-Temporal Attention Temporal Segment Network for action recognition in video.

PloS one Mar 17, 2022
Most deep learning-based action recognition models focus only on short-term motions, so the model often causes misjudgments of actions that are combined by multiple processes, such as long jump, high jump, etc. The proposal of Temporal Segment Networ...
Recognition, Psychology Neural Networks, Computer Communications Media
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Dynamic gesture recognition based on 2D convolutional neural network and feature fusion.

Scientific reports Mar 14, 2022
Gesture recognition is one of the most popular techniques in the field of computer vision today. In recent years, many algorithms for gesture recognition have been proposed, but most of them do not have a good balance between recognition efficiency a...
Gene Fusion Algorithms Recognition, Psychology Gestures Humans Neural Networks, Computer
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An efficient self-attention network for skeleton-based action recognition.

Scientific reports Mar 8, 2022
There has been significant progress in skeleton-based action recognition. Human skeleton can be naturally structured into graph, so graph convolution networks have become the most popular method in this task. Most of these state-of-the-art methods op...
Humans Recognition, Psychology Skeleton Algorithms Neural Networks, Computer
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On the Post Hoc Explainability of Optimized Self-Organizing Reservoir Network for Action Recognition.

Sensors (Basel, Switzerland) Mar 1, 2022
This work proposes a novel unsupervised self-organizing network, called the Self-Organizing Convolutional Echo State Network (SO-ConvESN), for learning node centroids and interconnectivity maps compatible with the deterministic initialization of Echo...
Humans Neural Networks, Computer Learning Human Activities Algorithms Recognition, Psychology
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An Intelligent System for Proper Management and Disposal of Unused and Expired Medications.

International journal of environmental research and public health Mar 1, 2022
For years, several countries have been concerned about how to dispose of unused pharmaceuticals that can endanger human health and the environment. Moreover, some people are in desperate need of medical attention and medications, but they lack the fi...
Refuse Disposal Algorithms Recognition, Psychology Pharmaceutical Preparations Humans Saudi Arabia Artificial Intelligence
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Synaptic Learning With Augmented Spikes.

IEEE transactions on neural networks and learning systems Feb 28, 2022
Traditional neuron models use analog values for information representation and computation, while all-or-nothing spikes are employed in the spiking ones. With a more brain-like processing paradigm, spiking neurons are more promising for improvements ...
Recognition, Psychology Learning Neural Networks, Computer Neurons Action Potentials
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Smart Contract Vulnerability Detection Model Based on Multi-Task Learning.

Sensors (Basel, Switzerland) Feb 25, 2022
The key issue in the field of smart contract security is efficient and rapid vulnerability detection in smart contracts. Most of the existing detection methods can only detect the presence of vulnerabilities in the contract and can hardly identify th...
Algorithms Semantics Recognition, Psychology Neural Networks, Computer
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VGGFace-Ear: An Extended Dataset for Unconstrained Ear Recognition.

Sensors (Basel, Switzerland) Feb 23, 2022
Recognition using ear images has been an active field of research in recent years. Besides faces and fingerprints, ears have a unique structure to identify people and can be captured from a distance, contactless, and without the subject's cooperation...
Recognition, Psychology Ear Facial Recognition Humans Neural Networks, Computer
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Application of Fuzzy and Rough Logic to Posture Recognition in Fall Detection System.

Sensors (Basel, Switzerland) Feb 18, 2022
Considering that the population is aging rapidly, the demand for technology for aging-at-home, which can provide reliable, unobtrusive monitoring of human activity, is expected to expand. This research focuses on improving the solution of the posture...
Humans Accidental Falls Algorithms Posture Fuzzy Logic Recognition, Psychology
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Recognition of Bookmark Aging Degree Based on Probabilistic Neural Network.

Computational intelligence and neuroscience Feb 16, 2022
Bookmarks are the basis for librarians to get books on and off shelves and borrowers to borrow books. In order to solve the problem of time-consuming and labor-consuming manual checking of bookmark aging, this paper proposes a method of bookmark agin...
Neural Networks, Computer Recognition, Psychology Image Processing, Computer-Assisted
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