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Requirements In this assignment, you will implement to solve one problem in image processing

Computer Science Jul 25, 2022

Requirements In this assignment, you will implement to solve one problem in image processing. Problem Description You are required to propose and implement an algorithm to count the number of vehicles from a traffic camera. in particular, your input is an image. And your output is the number of vehicles in the image, and the bounding boxes covering the vehicles. For your simplicity, the vehicles include cars, buses, trucks, and school buses. 
Write a MATLAB script which reads the input image, performs the vehicle counting, visualizes the bounding boxes, and shows the output. 
You may use the attached images: test 1.jpg, test2.jpg, test3.jpg, test4.jpg, test5.jpg, and test6.jpg to develop and test your algorithm. There are up to 6 vehicles in the testing images. Hint: 
The vehicles usually have different appearance from the background. You may segment all vehicles from the background first. Then, for all the foreground, you split into different vehicle instances. Finally, you will be able to count the number of vehicles and visualize the bounding boxes. 
Examples: 

Number of vehicles in the image: 1 
Number of vehicles in the image: 2 
What to Submit 
1. A well-documented program that implements the problem in the Assignment 3. You must submit your program source code. 2. A well-written, concise project report. It should include: (a) title and names of group members; (b) the analysis of each problem; (c) the issues during the implementation; (d) the solutions to overcome the issues in (c); (e) the contribution of each individual member; and (f) the powerpoint slides (maximum 10 slides) used in the Assignment grading. 
For each group, you must submit the files above in a single zipped folder named after your student IDs. Your group will be required to do a presentation. 

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