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kulsemig2016-07-14 15:11:30
Image processing
kulsemig, 2016-07-14 15:11:30

How to recognize multiple similar items in an image?

Hello. I have a lot of photos that have a lot of similar items. An example in the photo. I need to find the boundaries of each such object.
Now I am looking for rectangular boxes of goods. First I find the logos in the photo, then for each logo I try to find the border of the box on which this logo is located. I use the Hough algorithm to find and highlight lines.
My code (using OpenCV) currently selects about 20% of the boxes. There is not a lot of data (labeled boxes), which does not allow us to properly train statistical algorithms (for example, neural networks)
. Please tell me ways to select boxes, especially taking into account their similarity.
eb083a3cce7d4978be8cdde452de92fc.jpg

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3 answer(s)
A
Armenian Radio, 2016-07-14
@gbg

Banal correlator for the pyramid of images of the muzzle of the box.

A
Alexander Skusnov, 2016-07-14
@AlexSku

An example (of many) of selecting an object from a scene in Matlab.

P
polar_winter, 2016-07-20
@polar_winter

https://en.wikipedia.org/wiki/Scale-invariant_feat...

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