From 2c7849db3a45bcb252904c7c0d75983d9a4ac937 Mon Sep 17 00:00:00 2001
From: iliya <iliya.saroukhanian@etu.hesge.ch>
Date: Sat, 13 Apr 2024 15:58:54 +0200
Subject: [PATCH] feat: gauss (i dont effing know tbhh) lab4
---
labo4.py | 14 ++++++++++++--
1 file changed, 12 insertions(+), 2 deletions(-)
diff --git a/labo4.py b/labo4.py
index b320a38..32d1c6a 100644
--- a/labo4.py
+++ b/labo4.py
@@ -108,11 +108,21 @@ def sharpen(img: Img, isotropy: Isotropy) -> Img:
return new_image
+def gauss_kernel(length: int = 3, sigma: float = 1.0) -> Img:
+ half = (length - 1) / 2
+ x_axis = np.linspace(-half, half, length)
+
+ gauss = np.exp(-0.5 * np.square(x_axis) / np.square(sigma))
+ kernel = np.outer(gauss, gauss)
+
+ return kernel / np.sum(kernel)
+
+
if __name__ == "__main__":
- img = load_img("resources/hotel.png")
+ img = load_img("resources/noisy_hotel.png")
gray = rgb_to_gray(img)
- laplacian = laplace(gray, Isotropy.ISO_45)
+ laplacian = laplace(xcorr(gray, gauss_kernel()), Isotropy.ISO_45)
thresholded = thresholding(laplacian, 50)
sharp_iso_90 = sharpen(gray, Isotropy.ISO_90)
--
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