AIMC Topic: Automobile Driving
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SWADAPT2: benefits of a collision avoidance assistance for powered wheelchair users in driving difficulty.
Disability and rehabilitation. Assistive technology
Sep 8, 2023
PURPOSE: In France, tens of thousands of people use a wheelchair. Driving powered wheelchairs (PWCs) present risks for users and their families. The risk of collision in PWC driver increases with severity of disability and may reduce their independen...
Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety.
Sensors (Basel, Switzerland)
Jul 17, 2023
Drowsy driving can significantly affect driving performance and overall road safety. Statistically, the main causes are decreased alertness and attention of the drivers. The combination of deep learning and computer-vision algorithm applications has ...
Road Feature Detection for Advance Driver Assistance System Using Deep Learning.
Sensors (Basel, Switzerland)
May 4, 2023
Hundreds of people are injured or killed in road accidents. These accidents are caused by several intrinsic and extrinsic factors, including the attentiveness of the driver towards the road and its associated features. These features include approach...
Dense reinforcement learning for safety validation of autonomous vehicles.
Nature
Mar 22, 2023
One critical bottleneck that impedes the development and deployment of autonomous vehicles is the prohibitively high economic and time costs required to validate their safety in a naturalistic driving environment, owing to the rarity of safety-critic...
Autonomous Driving Control Based on the Technique of Semantic Segmentation.
Sensors (Basel, Switzerland)
Jan 12, 2023
Advanced Driver Assistance Systems (ADAS) are only applied to relatively simple scenarios, such as highways. If there is an emergency while driving, the driver should take control of the car to deal properly with the situation at any time. Obviously,...
High-performance and low-power source-gated transistors enabled by a solution-processed metal oxide homojunction.
Proceedings of the National Academy of Sciences of the United States of America
Jan 11, 2023
Cost-effective fabrication of mechanically flexible low-power electronics is important for emerging applications including wearable electronics, artificial intelligence, and the Internet of Things. Here, solution-processed source-gated transistors (S...
Deep Learning with Attention Mechanisms for Road Weather Detection.
Sensors (Basel, Switzerland)
Jan 10, 2023
There is great interest in automatically detecting road weather and understanding its impacts on the overall safety of the transport network. This can, for example, support road condition-based maintenance or even serve as detection systems that assi...
How Do Autonomous Vehicles Decide?
Sensors (Basel, Switzerland)
Dec 28, 2022
The advancement in sensor technologies, mobile network technologies, and artificial intelligence has pushed the boundaries of different verticals, e.g., eHealth and autonomous driving. Statistics show that more than one million people are killed in t...
Unusual Driver Behavior Detection in Videos Using Deep Learning Models.
Sensors (Basel, Switzerland)
Dec 28, 2022
Anomalous driving behavior detection is becoming more popular since it is vital in ensuring the safety of drivers and passengers in vehicles. Road accidents happen for various reasons, including health, mental stress, and fatigue. It is critical to m...
Multimodal Warnings Design for In-Vehicle Robots under Driving Safety Scenarios.
Sensors (Basel, Switzerland)
Dec 23, 2022
In case of dangerous driving, the in-vehicle robot can provide multimodal warnings to help the driver correct the wrong operation, so the impact of the warning signal itself on driving safety needs to be reduced. This study investigates the design of...
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