System for road sign sheeting classification
View Patent ↗A system for classifying different types of sheeting materials of road signs depicted in a videostream compares estimated retroreflectivity values against known minimum retroreflectivity values for each of a plurality of colors. Once a road sign has been identified in the videostream, the frames associated with that road sign are analyzed to determine each of a plurality of colors present on the road sign. An estimated retroreflectivity for each of the plurality of colors present on the road sign is then determined. By comparing the estimated retroreflectivity for each of the plurality of colors against known minimum retroreflectivity values for the corresponding color for different types of sheeting materials, an accurate determination of the classification of the sheeting material of the road sign is established. Preferably, certain conditions of gross failure of the sheeting material are filtered out before classification of the sheeting material is determined.
1. A method for determining sheeting type of a reflective sheeting material covering at least a portion of a surface of a road sign comprising:
using a light source to illuminate at least a portion of the reflective sheeting material covering the road sign as the light source is traversed along the roadway;
collecting a plurality of light intensity measurements reflected from the at least a portion of the reflective sheeting material to generate an as-measured retroreflectivity profile, the light intensity measurements corresponding to exemplary angular displacements of incident light from a reference position; and
determining sheeting type of the reflective sheeting material based on the as-measured retroreflectivity profile.
2. The method of claim 1 , wherein determining sheeting type of the reflective sheeting material further comprises:
providing a database of retroreflectivity profiles, each retroreflectivity profile having an associated known sheeting type;
selecting a retroreflectivity profile from the retroreflectivity profile pool that best correlates to the as-measured retroreflectivity profile; and
determining sheeting type of the retroreflective sheeting material based on the retroreflectivity profile associated with the selected retroreflectivity profile.
3. The method of claim 2 , wherein the known sheeting type is selected from the group consisting of Type I (Engineer Grade), Type III (High Intensity), and Type VII (Prismatic).
4. The method of claim 3 , wherein the Prismatic is one of Type VIIa (Diamond Grade VIP) and Type VIIb (Diamond Grade LDP).
5. The method of claim 2 , wherein the providing step comprises establishing a functional relationship between a plurality of exemplary instances of retroreflectivity values corresponding to each known sheeting type and a plurality of instances of one of an observation angle and an entrance angle.
6. The method of claim 2 , wherein the retroreflectivity profile is a characteristic curve of retroreflectivity values represented as a function of one of a monotonically varying observation angle and an entrance angle.
7. The method of claim 2 , wherein the as-measured retroreflectivity profile is a curve of retroreflectivity values calculated from the plurality of light intensity measurements plotted as a function of the exemplary angular displacements of incident light from a reference position.
8. The method of claim 7 , wherein each of the exemplary angular displacements of incident light comprises an observation angle corresponding to one of a plurality of distances of the light source from the road sign.
9. The method of claim 7 , wherein each of the exemplary angular displacements comprises an entrance angle corresponding to one of a plurality of distances of the road sign from the road sign.
10. The method of claim 7 , wherein each of the exemplary angular displacements comprises an observation angle corresponding to one of a plurality of distances of the light source from the road sign.
11. The method of claim 2 , wherein the selecting step comprises:
providing a computer model coding a function for obtaining a set of coordinates from each retroreflectivity profile, each coordinate comprising a pairing of a retroreflectivity value and an associated angular displacement, wherein the function associates the retroreflectivity value to the angular displacement;
applying the computer model to the retroreflectivity profiles in the retroreflectivity pool to generate a set of reference coordinates for each retroreflectivity profile, each set of reference coordinates defining a characteristic curve having a characteristic shape;
applying the computer model to the as-measured retroreflectivity profile to obtain a set of as-measured coordinates defining an as-measured performance curve having an as-measured shape; and
selecting the characteristic curve having the characteristic shape which best approximates the as-measured shape.
12. The method of claim 11 , wherein the selecting step comprises:
computing parameters to provide a best-fit curve to the set of as-measured coordinates;
scaling the characteristic curves to obtain a scaled characteristic curve with a characteristic shape such that the scaled characteristic curve is sized substantially the same as the as-measured performance curve; and
selecting the characteristic curve as acceptable if a deviation of the characteristic shape from the as-measured shape is within a predefined threshold.
13. The method of claim 12 , wherein scaling the characteristic curves comprises multiplying the set of reference coordinates for each retroreflectivity profile by a positive scaling factor less than unity to obtain a set of scaled reference coordinates defining a scaled characteristic curve having a characteristic shape.
14. The method of claim 2 , wherein the determining step comprises the steps of:
calculating a degree of correlation between the as-measured retroreflectivity profile and the selected retroreflectivity profile;
selecting the sheeting type associated with the selected retroreflectivity profile if the degree of correlation lies between an acceptable range of predefined values; and
identifying the road sign as exhibiting a gross failure of the reflective sheeting material covering at least a portion of the surface of the road sign if the degree of correlation lies outside the acceptable range of predefined values.