Bilateral Filtering Implementation, done as a team of two in Matlab, based on the "Bilateral Filtering for Gray and Color Images" paper by C. Tomasi and R. Manduchi.
The attached report provides a review of the paper, metrics and details of our implementation. An example of the effects of the bilateral filter we implemented is shown below:
References [1] C. Tomasi and R. Manduchi, "Bilateral Filtering for Gray and Color Images", Proceedings of the 1998 IEEE International Conference on Computer Vision, Bombay, India. [2] Zhang X, Dai L. Fast bilateral filtering. Electronics letters. pp.:258-260, 2019 [3] Chaudhury, K.N.: ‘Acceleration of the shiftable O(1), algorithm for bilateral filtering and nonlocal means’, Trans. Image Process.,pp. 1291–1300, 2013, [4] Banterle, F.; Corsini, M.; Cignoni, P.; Scopigno, R.. "A Low-Memory, Straightforward and Fast Bilateral Filter Through Subsampling in Spatial Domain". Computer Graphics Forum. 2011 [5] Kornprobst, Pierre . "Limitations? - A Gentle Introduction to Bilateral Filtering and its Applications". 2007 [6] He, Kaiming & Sun, Jian & Tang, Xiaoou.. “Guided Image Filtering”. IEEE transactions on pattern analysis and machine intelligence. 2013