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segment region of interest

Asked by Elysi Cochin

Elysi Cochin (view profile)

on 24 May 2013

i wanted to segment roads from satellite images.... for that i filtered the image using "derivative of Gaussian".... the code i used is from the link below....

and then tried otsu's method for segmenting the road regions only.... but other portions of the image is also coming.... can someone help me to segment the road regions only from the image....

this is the image i'm working...

please can someone help me to segment only the roads from the images... please do reply......


Elysi Cochin

Elysi Cochin (view profile)

1 Answer

Answer by Image Analyst

Image Analyst (view profile)

on 24 May 2013
Accepted answer

This is not easy in general, especially with parking lots in the image. We can't develop what will have to be a sophisticated algorithm for you and can only refer you to papers that have sucessfully done this already:,%20Aerial%20Images,%20Remote%20Sensing,%20Buildings,%20Roads,%20Terrain,%20ATR See these sections

22.2 Road Network Detection, Road Extraction Systems  
    22.2.1 Road Following, Road Tracking Systems, Connecting Fragments, Extracting Fragments
    22.2.2 Road Network Model Integration, Updating, and Change Detection
    22.2.3 Road Extraction in Radar, SAR, Lidar, Laser, Depth 


Image Analyst

Image Analyst (view profile)

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