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aditya1746/Sampling-Aliasing-Reconstruction-in-Images
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---------------------------- ECN-316 Digital Image Processing ------------------------------- -------------- Project Presentation, Group 4 -------------------------------------- -------------- Sampling, Aliasing and Reconstruction ---------------------------------------- ---------------------------- Group Members ------------------------------- 1. Aditya Raj Singh Gour 19116005 2. Sparsh Agrawal 19116076 3. Suyash Jain 19116078 ------------------- General instructions ----------------------------- 1. Keep all files, images in the same folder 2. Dont forget to change the colored image into grayscale before processing ---------------------------- Code Files ---------------------------- 1. chess_aliasing_example.py ----for simulating the aliasing in chess pattern when the resolution of camera sensor is very low ----input image 'chess_512_512.png' ----simply run the python file ----you could change the resoltions and size in the resize function 2. sin_aliased.m ----for showiing aliasing in 1-D signal when sampling rate is less than the Nyquist Rate ----simply run the file in MatLab 3. sin_not_aliased.m ----for showiing that there is no aliasing in 1-D signal when sampling rate is more than the Nyquist Rate ----simply run the file in MatLab 4. aliasing_examples.more ----for showing aliasing in the 'original_bricks.jpg' and 'A.png' ----simply run the file in MatLab 5. aliasing_examples2.more ----for showing aliasing in the zoneplates and 'house.png' ----simply run the file in MatLab 6. imzoneplate.m ----for generating zoneplates, it is a user defined function, which is called from other matlab files. 7. glp.m ----User defined function for forming the Gaussian Low Pass Filter 7. blp.m ----User defined function for forming the ButterWorth Low Pass Filter ----------------------------------------------------------------------------- ----You could test with other sample images as well just by changing the input images in the codes ----aliasing_examples.m and aliasing_examples2.m does the same thing, they could be assumed to be same. ----A pdf is also attached for presnting the project ----For any query, contact - [email protected], [email protected], [email protected]
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