資源簡介
CNN在遙感圖像配準中的實現(xiàn)源代碼,參考論文:利用深度卷積特征進行多時相遙感圖像配準《Multi-Temporal Remote Sensing Image Registration Using Deep Convolutional Feature》
代碼片段和文件信息
from?__future__?import?print_function
import?Registration
import?matplotlib.pyplot?as?plt
from?utils.utils?import?*
import?cv2
#?designate?image?path?here
IX_path?=?‘../img/1a.jpg‘
IY_path?=?‘../img/1b.jpg‘
IX?=?cv2.imread(IX_path)
IY?=?cv2.imread(IY_path)
#initialize
reg?=?Registration.CNN()
#register
X?Y?Z?=?reg.register(IX?IY)
#generate?regsitered?image?using?TPS
registered?=?tps_warp(Y?Z?IY?IX.shape)
cb?=?checkboard(IX?registered?11)
plt.subplot(131)
plt.title(‘reference‘)
plt.imshow(cv2.cvtColor(IX?cv2.COLOR_BGR2RGB))
plt.subplot(132)
plt.title(‘registered‘)
plt.imshow(cv2.cvtColor(registered?cv2.COLOR_BGR2RGB))
plt.subplot(133)
plt.title(‘checkboard‘)
plt.imshow(cv2.cvtColor(cb?cv2.COLOR_BGR2RGB))
plt.show()
????
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-08-05?08:42??cnn-registration-publish\
?????文件??????????65??2018-08-05?08:42??cnn-registration-publish\.gitattributes
?????文件??????????11??2018-08-05?08:42??cnn-registration-publish\.gitignore
?????文件????????1066??2018-08-05?08:42??cnn-registration-publish\LICENSE
?????文件????????2598??2018-08-05?08:42??cnn-registration-publish\README.md
?????目錄???????????0??2018-08-05?08:42??cnn-registration-publish\img\
?????文件???????96602??2018-08-05?08:42??cnn-registration-publish\img\1a.jpg
?????文件???????88800??2018-08-05?08:42??cnn-registration-publish\img\1b.jpg
?????文件??????843499??2018-08-05?08:42??cnn-registration-publish\img\process_comp.jpg
?????文件??????????52??2018-08-05?08:42??cnn-registration-publish\requirements.txt
?????目錄???????????0??2018-08-05?08:42??cnn-registration-publish\src\
?????文件????????5886??2018-08-05?08:42??cnn-registration-publish\src\Registration.py
?????文件????????3203??2018-08-05?08:42??cnn-registration-publish\src\VGG16.py
?????文件?????????751??2018-08-05?08:42??cnn-registration-publish\src\demo.py
?????目錄???????????0??2018-08-05?08:42??cnn-registration-publish\src\utils\
?????文件???????????0??2018-08-05?08:42??cnn-registration-publish\src\utils\__init__.py
?????文件????????3286??2018-08-05?08:42??cnn-registration-publish\src\utils\shape_context.py
?????文件????????4306??2018-08-05?08:42??cnn-registration-publish\src\utils\utils.py
?????文件????39981496??2018-08-05?08:42??cnn-registration-publish\src\vgg16partial.npy
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