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Change detection Methodolgy

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Hello All,


I am working on change detection of river morphology using UAV images. Could anyone tell me what methodology can i follow to detect the changes in channel shifting. Image differencing is not enough according to the feedback i have recieved from my seniors. They want the image to be classified and then detect the changes based on them.Can some one help?


Thank you,


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