Python實現圖像邊緣檢測算法

---

title: "Python實現圖像邊緣檢測算法"
date: 2018-06-12T17:06:53+08:00
tags: ["圖形學"]
categories: ["python"]

---

實現效果

代碼

#!/usr/bin/env python3
# coding=utf-8
from PIL import Image
import numpy as np


img_name = input("輸入要處理的圖片\n")
# img_name = "t3.png"
img = Image.open(img_name).convert("L")  # 讀圖片並轉化爲灰度圖
img.show()
img_array = np.array(img)  # 轉化爲數組

w, h = img_array.shape

img_border = np.zeros((w-1, h-1))

for x in range(1, w - 1):
    for y in range(1, h - 1):
        Sx = img_array[x + 1][y - 1] + 2 * img_array[x + 1][y] + img_array[x + 1][y + 1] - \
                img_array[x - 1][y - 1] - 2 * \
                img_array[x - 1][y] - img_array[x - 1][y + 1]
        Sy = img_array[x - 1][y + 1] + 2 * img_array[x][y + 1] + img_array[x + 1][y + 1] - \
                img_array[x - 1][y - 1] - 2 * \
                img_array[x][y - 1] - img_array[x + 1][y - 1]
        img_border[x][y] = (Sx * Sx + Sy * Sy) ** 0.5

img2 = Image.fromarray(img_border)
img2.show()