53 lines
1.6 KiB
Python
53 lines
1.6 KiB
Python
#!/usr/bin/python
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# coding:utf-8
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import cv2
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import numpy as np
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# 读取彩色图
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img = cv2.imread('2.jpg') # 读取原始图像 (BGR格式)
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if img is None:
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print("错误：无法读取图像 '1.png'，请确认文件存在且路径正确。")
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exit()
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# 转为RGB进行处理（便于归一化等操作）
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img_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
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# 归一化到0~1
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img_normalized = img_rgb / 255.0
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# 定义两个不同的gamma值
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gamma1 = 1 / 1.5 # 约等于 0.67，提亮暗部
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gamma2 = 1.5 # 压暗亮部
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# 伽马校正
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img_gamma1 = np.power(img_normalized, gamma1)
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img_gamma2 = np.power(img_normalized, gamma2)
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# 转回 0~255 并转换为 uint8 类型
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img_gamma1 = np.uint8(img_gamma1 * 255)
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img_gamma2 = np.uint8(img_gamma2 * 255)
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# 转回 BGR 格式以便用 OpenCV 保存（OpenCV 默认使用 BGR）
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img_gamma1_bgr = cv2.cvtColor(img_gamma1, cv2.COLOR_RGB2BGR)
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img_gamma2_bgr = cv2.cvtColor(img_gamma2, cv2.COLOR_RGB2BGR)
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# 保存图像
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cv2.imwrite('original.png', img) # 原始图像
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cv2.imwrite('gamma_0.67.png', img_gamma1_bgr) # gamma = 1/1.5 ≈ 0.67
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cv2.imwrite('gamma_1.5.png', img_gamma2_bgr) # gamma = 1.5
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print("已保存三张图像：")
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print(" original.png")
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print(" gamma_0.67.png")
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print(" gamma_1.5.png")
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# 可选：显示图像（如果在有GUI的环境下运行）
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show_images = False # 设置为 True 可显示图像
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if show_images:
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cv2.imshow('Original', img)
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cv2.imshow('Gamma = 1/1.5 (~0.67)', img_gamma1_bgr)
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cv2.imshow('Gamma = 1.5', img_gamma2_bgr)
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cv2.waitKey(0)
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cv2.destroyAllWindows() |