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Each year, more than 270.000 pedestrians lose their lives on the world’s roads, even though laws exist. SMV(Smart motor vehicle) is a car that has different technologies implemmented to detect crosswalks and pedestrians
The technologies listed below are used by the car in the detection process
Stereo vision is a process of triangulation that determines range from two images taken from two different positions.
HOG is a method of encoding and matching image patches under varying image orientation and scale changes.
Classifiers are supervised machine-learning procedures in which input test data are assigned to one of N labels.
The MRF technology encodes contextual constrains into the prior probability. MRF modeling can be performed in a systematic way.
Uses a graphical model that assigns a label of figure or ground to each element in an image.
Algorithms are combined by integral framework, a problem which is frequent false positive errors by the individual algorithms can be solved.
There are two primary methods of measuring distance using radar. Direct Propagation Method and Indirect Propagation Method.
They sense when your vehicle gets close to an object to help the driver avoid collisions.
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