AIMC Topic: Perception

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Soft Robots' Dynamic Posture Perception Using Kirigami-Inspired Flexible Sensors with Porous Structures and Long Short-Term Memory (LSTM) Neural Networks.

Sensors (Basel, Switzerland) Oct 11, 2022
Soft robots can create complicated structures and functions for rehabilitation. The posture perception of soft actuators is critical for performing closed-loop control for a precise location. It is essential to have a sensor with both soft and flexib...
Neural Networks, Computer Posture Robotics Equipment Design Porosity Perception
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Perception without preconception: comparison between the human and machine learner in recognition of tissues from histological sections.

Scientific reports Sep 30, 2022
Deep neural networks (DNNs) have shown success in image classification, with high accuracy in recognition of everyday objects. Performance of DNNs has traditionally been measured assuming human accuracy is perfect. In specific problem domains, howeve...
Humans Neural Networks, Computer Machine Learning Perception Histological Techniques
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Blind Quality Prediction for View Synthesis Based on Heterogeneous Distortion Perception.

Sensors (Basel, Switzerland) Sep 19, 2022
The quality of synthesized images directly affects the practical application of virtual view synthesis technology, which typically uses a depth-image-based rendering (DIBR) algorithm to generate a new viewpoint based on texture and depth images. Curr...
Neural Networks, Computer Algorithms Perception
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Towards Parallel Selective Attention Using Psychophysiological States as the Basis for Functional Cognition.

Sensors (Basel, Switzerland) Sep 15, 2022
Attention is a complex cognitive process with innate resource management and information selection capabilities for maintaining a certain level of functional awareness in socio-cognitive service agents. The human-machine society depends on creating i...
Humans Artificial Intelligence Cognition Perception Psychophysiology
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Measuring Human Perception to Improve Handwritten Document Transcription.

IEEE transactions on pattern analysis and machine intelligence Sep 14, 2022
In this paper, we consider how to incorporate psychophysical measurements of human visual perception into the loss function of a deep neural network being trained for a recognition task, under the assumption that such information can reduce errors. A...
Humans Neural Networks, Computer Algorithms Perception Handwriting
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Multi-Agent Multi-View Collaborative Perception Based on Semi-Supervised Online Evolutive Learning.

Sensors (Basel, Switzerland) Sep 13, 2022
In the edge intelligence environment, multiple sensing devices perceive and recognize the current scene in real time to provide specific user services. However, the generalizability of the fixed recognition model will gradually weaken due to the time...
Algorithms Supervised Machine Learning Perception
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Perception Research of Artificial Intelligence in Environmental Public Health Physiotherapy Nursing for the Elderly.

Journal of environmental and public health Sep 10, 2022
This perceptual study focuses on developing artificial intelligence for elderly care design. It analyses and discusses the role of artificial intelligence in elderly care and its application to physiotherapy care. Artificial intelligence, as an emerg...
Humans Artificial Intelligence Aged Public Health Perception Physical Therapy Modalities
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A New Strategy for Disc Cutter Wear Status Perception Using Vibration Detection and Machine Learning.

Sensors (Basel, Switzerland) Sep 4, 2022
Carrying out status monitoring and fault-diagnosis research on cutter-wear status is of great significance for real-time understanding of the health status of Tunnel Boring Machine (TBM) equipment and reducing downtime losses. In this work, we propos...
Artificial Intelligence Machine Learning Perception Vibration
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Design Model of Cultural and Creative Products Using User Perception Demand Mining.

Computational intelligence and neuroscience Aug 21, 2022
People are becoming more and more aware of the value of design throughout a product's entire life cycle as a result of the fierce competition for industrial products that exists today. The life of a product involves its design, manufacture, sale, and...
Humans Artificial Intelligence Cognition Equipment Design Ergonomics Perception
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Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception.

Sensors (Basel, Switzerland) Aug 18, 2022
In this work, a method for automatic hyper-parameter tuning of the stacked asymmetric auto-encoder is proposed. In previous work, the deep learning ability to extract personality perception from speech was shown, but hyper-parameter tuning was attain...
Machine Learning Algorithms Personality Probability Perception
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