Idea - FICS

Lidar Vision

Team and Contact Details

Student Name School Degree Year Email
Syed Muhammad Taha JilaniCEMEUndergraduateFourthtahajillani1@gmail.com
Muhammad Ibrahim KhanCEMEUndergraduateFourthmoh.ibrahimkhan.mike@gmail.com

Inter School Idea ? No
Do you need expertises from another area: No
If Yes please provide details of expertises you need:

Idea Details

Idea Name: Lidar Vision
Slogan: intelli-speed for smart cities
Supervisor Name: Shahzor Ahmad
Supervisor Designation: Assistant Professor
Supervisor School: CEME
Supervisor Department: Electrical engineering
Contact number: 03361572440
Email ID: shahzor.ahmad@gmail.com
Abstract:
    Sensor fusion for vehicle classification and speed estimation using cameras,2D lidars and raspberry pi.
What is the unmet need in society that your idea will fulfill ?
    Cheap and reliable speed estimation is needed in our cities. This project will not only provide that but the hardware installed can be upscaled to create a network.
Who needs it ? How many would benefit ?
   Smart and reliable Speed Estimation modules normally cost a lot. Since Independently, a single camera or a single 2D Lidar cannot estimate speed of a vehicle(two widely available sensors), special modules had to be created for speed estimation.
How will the solution works
    This project involves intelligent fusion of data from an optical camera and a 2D lidar for the purpose of speed estimation. SVM (Support Vector Machine) classifier will be used to classify vehicles and retrieve it’s length. This will be used in conjunction with a 2D lidar to estimate the speed of a vehicle. Extrinsic calibration will be used to obtain the rigid relationship between the two different sensors. Rasperry-pi will be used.
Who are your competitors ? How is your solution different
    Our project provides smart speed sensing functionality while retaining it's cost comparable to that of a speed gun.
Status: new
Entry Date & Time: 2021-01-10 (1416)