{"id":116167,"date":"2024-03-23T05:34:32","date_gmt":"2024-03-22T20:34:32","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/python-%e3%81%ae%e9%80%8f%e3%81%8b%e3%81%97%e9%99%a4%e5%8e%bb%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e9%81%a9%e7%94%a8%e3%81%99\/"},"modified":"2024-03-27T01:59:56","modified_gmt":"2024-03-26T16:59:56","slug":"python-%e3%81%ae%e9%80%8f%e3%81%8b%e3%81%97%e9%99%a4%e5%8e%bb%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e9%81%a9%e7%94%a8%e3%81%99","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/python-%e3%81%ae%e9%80%8f%e3%81%8b%e3%81%97%e9%99%a4%e5%8e%bb%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e9%81%a9%e7%94%a8%e3%81%99\/","title":{"rendered":"Python \u306e\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3059\u308b\u304b"},"content":{"rendered":"

Python\u3092\u4f7f\u3063\u3066\u900f\u304b\u3057\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9069\u7528\u3057\u3001\u753b\u50cf\u3084\u52d5\u753b\u304b\u3089\u900f\u304b\u3057\u3092\u9664\u53bb\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u57fa\u672c\u7684\u306a\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4f8b\u3067\u3059\u3002<\/p>\n

1. \u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b:
\n“`python
\nimport cv2
\nimport numpy as np
\n“`<\/p>\n

2. \u900f\u304b\u3057\u306e\u3042\u308b\u753b\u50cf\u3084\u52d5\u753b\u3092\u8aad\u307f\u8fbc\u3080:
\n“`python
\nimage = cv2.imread(‘watermarked_image.jpg’)
\n“`<\/p>\n

3. \u753b\u50cf\u51e6\u7406\u6280\u8853\u3092\u4f7f\u3063\u3066\u900f\u304b\u3057\u3092\u9664\u53bb\u3059\u308b\u3002\u5177\u4f53\u7684\u306a\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u3063\u3066\u3001\u753b\u50cf\u306e\u5468\u6ce2\u6570\u9818\u57df\u3084\u6642\u9593\u9818\u57df\u3092\u6271\u3046\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306f\u3001\u5468\u6ce2\u6570\u9818\u57df\u3067\u900f\u304b\u3057\u3092\u9664\u53bb\u3059\u308b\u57fa\u672c\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4f8b\u3067\u3059\u3002<\/p>\n

“`python
\n# \u753b\u50cf\u3092\u30b0\u30ec\u30fc\u30b9\u30b1\u30fc\u30eb\u306b\u5909\u63db
\ngray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
\n# \u30d5\u30fc\u30ea\u30a8\u5909\u63db\u3092\u5b9f\u884c
\ndft = cv2.dft(np.float32(gray), flags=cv2.DFT_COMPLEX_OUTPUT)
\ndft_shift = np.fft.fftshift(dft)
\n# \u900f\u304b\u3057\u9818\u57df\u3092 0 \u306b\u3059\u308b\u30de\u30b9\u30af\u3092\u4f5c\u6210
\nrows, cols = gray.shape
\nmask = np.ones((rows, cols, 2), np.uint8)
\nmask[100:300, 200:400] = 0
\n# \u30de\u30b9\u30af\u3092\u5468\u6ce2\u6570\u9818\u57df\u306e\u753b\u50cf\u306b\u9069\u7528
\nfshift = dft_shift * mask
\n# \u9006\u30d5\u30fc\u30ea\u30a8\u5909\u63db\u3092\u5b9f\u884c
\nf_ishift = np.fft.ifftshift(fshift)
\nimage_back = cv2.idft(f_ishift)
\nimage_back = cv2.magnitude(image_back[:,:,0], image_back[:,:,1])
\n# uint8 \u578b\u306b\u5909\u63db
\nimage_back = cv2.normalize(image_back, None, 0, 255, cv2.NORM_MINMAX)
\nimage_back = np.uint8(image_back)
\n“`<\/p>\n

4. \u900f\u304b\u3057\u3092\u9664\u53bb\u3057\u305f\u753b\u50cf\u3092\u8868\u793a\u3059\u308b:
\n“`python
\ncv2.imshow(‘Watermark Removal’, image_back)
\ncv2.waitKey(0)
\ncv2.destroyAllWindows()
\n“`<\/p>\n

\u3053\u308c\u306f\u57fa\u672c\u7684\u306a\u4f8b\u306b\u904e\u304e\u305a\u3001\u8907\u96d1\u306a\u900f\u304b\u3057\u3092\u9664\u53bb\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3088\u308a\u8907\u96d1\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u30c6\u30af\u30cb\u30c3\u30af\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u900f\u304b\u3057\u9664\u53bb\u306e\u65b9\u6cd5\u306e\u8a73\u7d30\u306f\u3001\u900f\u304b\u3057\u306e\u7a2e\u985e\u3084\u57cb\u3081\u8fbc\u307f\u65b9\u6cd5\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

Python\u3092\u4f7f\u3063\u3066\u900f\u304b\u3057\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9069\u7528\u3057\u3001\u753b\u50cf\u3084\u52d5\u753b\u304b\u3089\u900f\u304b\u3057\u3092\u9664\u53bb\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u57fa\u672c\u7684\u306a\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4f8b\u3067\u3059\u3002 1. \u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b: “`python import […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-116167","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nPython \u306e\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3059\u308b\u304b - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/python-\u306e\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3059\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python \u306e\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3059\u308b\u304b\" \/>\n<meta property=\"og:description\" content=\"Python\u3092\u4f7f\u3063\u3066\u900f\u304b\u3057\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9069\u7528\u3057\u3001\u753b\u50cf\u3084\u52d5\u753b\u304b\u3089\u900f\u304b\u3057\u3092\u9664\u53bb\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u57fa\u672c\u7684\u306a\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4f8b\u3067\u3059\u3002 1. \u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b: “`python import […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/python-\u306e\u900f\u304b\u3057\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3059\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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