Safe Route Mapping of Roadways Using Multiple Sourced Data

A computer vision enhanced smart phone platform for microfluidic urine glucometry

“…36,37 To enhance the flow speed and reaction rate in the channel and avoid solution waste, we used PDMS micropumps to control the volume and speed of the solution directly. 37,38,46 To process a large number of pictures in a short time automatically, 39,40 we utilized a computer vision method, and the automatic algorithm has been verified to replace the manual traditional measurement methods. This automatic customized detector has potential to be utilized in a wide range of assays effortlessly, providing advantages over the phone application and more convenient transferability over the cluster algorithm described in Uddin Jalal and Marzia Hoque Tania's papers.…”

Driver Route Planning Method Based on Accident Risk Cost Prediction

“…erefore, the impact of driver behavior on road accident risk cannot be ignored. Jiang et al [14] proposed a safe route mapping (SRM) model, which uses real historical collision data and driver simulation data obtained based on VISSIM simulation to score road safety and establishes safety risk heat maps for roads; drivers can use the road heat maps for situational awareness and trip planning. Arbabzadeh and Jafari [15] used the elastic net regularized multinomial logistic expression to establish a safety prediction model based on driver based data and quantified the traffic safety risk as the likelihood of adverse driving outcomes, to achieve realtime scoring of road safety risks.…”