Vehicle Counter and Parking Lot Analysis ECE 172A Project Edward Tran. To count the number of spots that are taken or available in a parking lot. Research Problem Statement.
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Vehicle Counter and Parking Lot Analysis
ECE 172A Project
To count the number of spots that are taken or available in a parking lot
If the parking lot is full, it will tell the drivers so they don't have to waste time or gas looking for parking in a full lot
A Vision-Based Parking Lot Management System
Sheng-Fuu Lin, Yung-Yao Chen, and Sung-Chieh Liu
2006 IEEE International Conference on System, Man and Cybernetics
Car-Park Occupancy Information System
D.B.L. Bong, K.C. Ting, N.Rajaee
White balance to maintain color consistency
Define parking spaces and mask them off
Find median RGB values of parking spot
Threshold against median of road
Count amount of cars and empty spaces
It kind of works
Not very robust
Gets tricked by
Cars that are similar color as road
Changing lighting conditions
Why is it slow?
Lots of for loops
Why it gets tricked?
Couldn't get the equation/algorithm from the paper to work because too vague on a couple variables
More streamlined/optimized code
More robust thresholding/foreground extraction
Ask for help
Jpeg compression messed up my mask
Saving MATLAB figure in same resolution as inputted