What is the best way to detect Man Made Objects in images with natural background?
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I'm trying to write an algorithm to detect man made object in the natural images, I found that many papers talking about detecting objects from the aerial view which is differ from what I want to do. If you have any suggestions or any ideas about this topic, please kindly share and thank you in advance!!
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Image Analyst
2013-11-30
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There are complicated algorithms that go way beyond the scope of what's discussed here so all I can do it to refer you to the algorithms and you can do a search for them. I think you'll want to look at "material detection" algorithms https://www.google.com/#q=material+detection+belief+map and "Main subject detection" (MSD) algorithms https://www.google.com/#q=main+subject+detection+belief+map. It's a new field that I think is just becoming of more interest due to proliferation of stock photography databases and CBIR (content based image retrieval). Sorry, but I don't have any MATLAB code for it.
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Andre Cavalcante
2013-12-18
0 个投票
Hi, I have worked on a very simple and lightweight system for segmenting natural and man-made structures in real-world scenes. It is described in the paper "Segmentation of natural and man-made structures by independent component analysis". I am sending the paper and code to your email.
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