From 13ed05ca4c6902c40ec961260bbbd6c2dd3d92db Mon Sep 17 00:00:00 2001 From: feilong Date: Fri, 10 Dec 2021 00:39:28 +0800 Subject: [PATCH] add equalizeHist --- .../fish.jpeg" | Bin 0 -> 181127 bytes .../fish.md" | 57 ++++++++++++++++++ .../fish.py" | 15 +++++ .../fish_enhance.jpeg" | Bin 0 -> 1441161 bytes 4 files changed, 72 insertions(+) create mode 100644 "data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.jpeg" create mode 100644 "data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.md" create mode 100644 "data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.py" create mode 100644 "data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish_enhance.jpeg" diff --git "a/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.jpeg" "b/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.jpeg" new file mode 100644 index 0000000000000000000000000000000000000000..136aab9d080a6f960e057eb79614de8f58f47894 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z|95{m@iMAQ01O`acCqme$4s`wo`2%c_^c&V2PBNKEnpq9_ojkI8+h69>en1K0qQ*+ zb;UUsXV{@%ivmL)Y^`gYDN!EPxju-{g5FCy6XsdM+}S98D5Ob$e@7;z4LmDsSRHKJ zROs!SZIc{wc>G4XqM;e^&u|Iiyz=K*|6f>Vpq2x5qf!B2a(?jdCKW&dbrZWuh|5k# z3Vc8jGeb~Jy``q8=Eko5U(hk}q7O6xvtpZpVvI&IPB-^462u4QL%|RHeT11Fp5ih$ zP0`X?16Yo@4(2I(h02(rT|jE)WuS0dIA1jYqMWRwDC8yMIdR=zy*DGn0{}^)DSU_V kLPn51PQS^SJkyf|%jn5<9T}5f1fK1xkv|L0!@mFh|9;W>1poj5 literal 0 HcmV?d00001 diff --git "a/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.md" "b/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.md" new file mode 100644 index 0000000..af3c58f --- /dev/null +++ "b/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.md" @@ -0,0 +1,57 @@ +# 浑水摸鱼 + +通过调整图像的直方图调整图像的整体细节,下图左图是浑水鱼,右边清澈鱼。 + +![](./fish_enhance.jpeg) + +框架代码如下: + +```python +import numpy as np +import cv2 + +if __name__ == '__main__': + fish = cv2.imread('fish.jpeg', -1) + + # TODO(You): 请正确实现浑水摸鱼代码 + + images = np.concatenate((fish, fish_enhance), axis=1) + cv2.imwrite('fish_enhance.jpeg', images) + cv2.imshow('fish_enhance', images) + cv2.waitKey() + cv2.destroyAllWindows() +``` + +直方图均衡化只能对灰度图使用。下面的实现正确的是? + +## 答案 + +```python +b, g, r = cv2.split(fish) +bx, gx, rx = cv2.equalizeHist(b), cv2.equalizeHist(g), cv2.equalizeHist(r) +fish_enhance = cv2.merge((bx, gx, rx)) +``` + +## 选项 + +### 没有分离灰度图 + +```python +fish_enhance = cv2.equalizeHist(fish) +``` + +### 参数不对 + +```python +b, g, r = cv2.split(fish) +bx, gx, rx = cv2.equalizeHist(b), cv2.equalizeHist(g), cv2.equalizeHist(r) +fish_enhance = cv2.merge(bx, gx, rx) +``` + +### 参数错误 + +```python +b, g, r = fish.split() +bx, gx, rx = cv2.equalizeHist(b), cv2.equalizeHist(g), cv2.equalizeHist(r) +fish_enhance = cv2.merge((bx, gx, rx)) +``` diff --git "a/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.py" "b/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.py" new file mode 100644 index 0000000..80a9046 --- /dev/null +++ "b/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish.py" @@ -0,0 +1,15 @@ +import numpy as np +import cv2 + +if __name__ == '__main__': + fish = cv2.imread('fish.jpeg', -1) + + b, g, r = cv2.split(fish) + bx, gx, rx = cv2.equalizeHist(b), cv2.equalizeHist(g), cv2.equalizeHist(r) + fish_enhance = cv2.merge((bx, gx, rx)) + + images = np.concatenate((fish, fish_enhance), axis=1) + cv2.imwrite('fish_enhance.jpeg', images) + cv2.imshow('fish_enhance', images) + cv2.waitKey() + cv2.destroyAllWindows() diff --git "a/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish_enhance.jpeg" "b/data/1.OpenCV\345\210\235\351\230\266/3.\345\233\276\345\203\217\345\242\236\345\274\272\345\222\214\346\273\244\346\263\242/2.\347\233\264\346\226\271\345\233\276\345\235\207\350\241\241\345\214\226/fish_enhance.jpeg" new file mode 100644 index 0000000000000000000000000000000000000000..b1fc705799d8eeea653e3c6e1345611b36ca0a29 GIT 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