Deep learning-based vehicle behavior prediction for autonomous driving applications: a review - Mozaffari S, Al-Jarrah OY, Dianati M, Jennings P, Mouzakitis A.
Behaviour prediction function of an autonomous vehicle predicts the future states of the nearby vehicles based on the current and past observations of the surrounding environment. This helps enhance their awareness of the imminent hazards. However, convent... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Acting as a decision maker: traffic-condition-aware ensemble learning for traffic flow prediction - Chen Y, Chen H, Ye P, Lv Y, Wang FY.
Accurate traffic prediction under various conditions is an important but challenging task. Due to the complicated non-stationary temporal dynamics in traffic flow time series and spatial dependencies on roadway networks, there is no particular method that ... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Active collision avoidance strategy considering motion uncertainty of the pedestrian - Feng J, Wang C, Xu C, Kuang D, Zhao W.
This work proposes an active collision avoidance between autonomous driving vehicle and pedestrian with motion uncertainty under urban road. A candidate trajectory planning method considering spatial and time sequences is proposed, which combines the polyn... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
An optimal dynamic lane reversal and traffic control strategy for autonomous vehicles - Chen S, Wang H, Meng Q.
This paper studies an optimal dynamic lane reversal and traffic control (DLRTC) strategy in the presence of autonomous vehicles (AVs). A centralized controller is set to change lane directions dynamically and regulate traffic flow on a motorway network. Th... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
ASAYAR: a dataset for Arabic-Latin scene text localization in highway traffic panels - Akallouch M, Boujemaa KS, Bouhoute A, Fardousse K, Berrada I.
The extraction of text information from traffic panels is one of the challenging problems in computer vision. Although the past decade has seen a promising shift and important progress in object detection, few works and a limited number of datasets focus s... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Assess the non-linear relationship between built environment and active travel around light-rail transit stations - Xiao W, Wei YD.
This article examines the impacts of the built environment on walking and biking trip generation around trans... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
A deep learning approach to detect real-time vehicle maneuvers based on smartphone sensors - Li P, Abdel-Aty M, Cai Q, Islam Z.
Identifying vehicle maneuvers in the context of Connected Vehicles (CV) system brings huge potentials to enhance traffic safety. However, this process requires various advanced sensors, which are either available for luxury vehicles or expensive to install... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
A multi-scale attributes attention model for transport mode identification - Jiang G, Lam SK, He P, Ou C, Ai D.
Transport mode identification (TMI), which infers the travel modes of user trajectories, is essential to facilitate an understanding of urban mobility patterns and passengers' choice behaviors with the goal of improving urban transportation systems. To ach... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
A simulation study on effects of platooning gaps on drivers of conventional vehicles in highway merging situations - Aramrattana M, Larsson T, Englund C, Jansson J, N åbo A.
Platooning refers to a group of vehicles that--enabled by wireless vehicle-to-vehicle (V2V) communication and vehicle automation--drives with short inter-vehicular distances. Before its deployment on public roads, several challenging traffic situations nee... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Acoustic cues increase situational awareness in accident situations: a VR car-driving study - Ju U, Chuang LL, Wallraven C.
Our work for the first time evaluates the effectiveness of visual and acoustic warning systems in an accident situation using a realistic, immersive driving simulation. In a first experiment, 70 participants were trained to complete a course at high speed.... (Source: SafetyLit)
Source: SafetyLit - February 15, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Kathryn Newton Embodied Cassie And Took A UCLA Physics Class After Ant-Man 3
Learn More Kathryn Newton Embodied Cassie And Took A UCLA Physics Class After Ant-Man 3 Method acting is all the rage in Hollywood. Hopefully, actors do the kind of method acting where you read a history book about the character they're playing as opposed to mentally torturing their castmates.…#hollywood #kathrynnewton #cassielang #cassie #avengerscottlang #aka #paulrudd #newton #ucla (Source: Reuters: Health)
Source: Reuters: Health - February 14, 2023 Category: Consumer Health News Source Type: news
A method for accessing the non-slip function of socks in an acute maneuver - Seo D, Eun J, Yu Y, Park S, Lee K.
The shoe upper hides the foot motion on the insole, so it has been challenging to measure the non-slip function of socks in a dynamic motor task. The study aimed to propose a method to estimate the non-slip function of socks in an acute maneuver. Participa... (Source: SafetyLit)
Source: SafetyLit - February 14, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Helmet-mounted real-time toxic gas monitoring and prevention system for workers in confined places - Rajakumar JPP, Choi JH.
Occupational health and safety hazards associated with confined places are mainly caused by exposure to toxic gases and oxygen deficiency. Lack of awareness, inappropriate monitoring, and improper evacuation methods can lead to worker fatalities. Although ... (Source: SafetyLit)
Source: SafetyLit - February 14, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Helmet-wearing tracking detection based on StrongSORT - Li F, Chen Y, Hu M, Luo M, Wang G.
Object detection based on deep learning is one of the most important and fundamental tasks of computer vision. High-performance detection algorithms have been widely used in many practical fields. For the management of workers wearing helmets in constructi... (Source: SafetyLit)
Source: SafetyLit - February 14, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
Predicting injuries in football based on data collected from GPS-based wearable sensors - Pi łka T, Grzelak B, Sadurska A, Górecki T, Dyczkowski K.
The growing intensity and frequency of matches in professional football leagues are related to the increasing physical player load. An incorrect training model results in over- or undertraining, which is related to a raised probability of an injury. This r... (Source: SafetyLit)
Source: SafetyLit - February 14, 2023 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news
