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2017-11-28 01:17:17 -0500 received badge  Enthusiast
2017-08-30 23:48:48 -0500 edited question Counting Pallet Object on Warehouse

Counting Pallet Object on Warehouse Hi, Recently working on project that want to count pallet on warehouse, the goals i

2017-08-30 23:44:22 -0500 commented question Counting Pallet Object on Warehouse

How i can avoid lighting problem in our scenario? is there any idea?

2017-08-06 21:49:14 -0500 commented answer Counting Pallet Object on Warehouse

Obviously we don't use a deep learning algorithm. So we don't have any training data set. We just using canny algorithm to find the edges. And do simple calculation. If edges in one area more than X number of threshold (eg. 15), than this area contains a pallete. Is there any idea to improve accuracy our algorithm?

2017-08-03 20:59:24 -0500 commented question Counting Pallet Object on Warehouse

Of course, here you are : https://goo.gl/5pMh6U recently, i added 4 images. Did you know how to reduce lighting noise problem?

2017-08-03 20:55:31 -0500 commented answer Counting Pallet Object on Warehouse

Obviously, problem comes where on lighting spot. Did you know how to reduce lighting effect noise on image?

2017-08-02 23:34:59 -0500 received badge  Editor (source)
2017-08-02 22:40:37 -0500 commented question Counting Pallet Object on Warehouse

Is there any detail paper or project that can be reference for us?

2017-08-02 22:32:14 -0500 commented question Counting Pallet Object on Warehouse

sure, here you are : https://goo.gl/jmeXac

2017-08-02 22:30:45 -0500 commented answer Counting Pallet Object on Warehouse

Can you provide more detail? some sample project or paper that nice to read.

2017-08-02 06:25:55 -0500 received badge  Student (source)
2017-08-01 23:18:58 -0500 commented question Counting Pallet Object on Warehouse

Off course, here you are : https://goo.gl/PqvLAT

For information, this image generated by stitching process.

2017-08-01 22:47:52 -0500 asked a question Counting Pallet Object on Warehouse

Hi,

Recently working on project that want to count pallet on warehouse, the goals is to know how many pallet on warehouse.

Please refer my picture bellow :

image description

To simplified this problem, we create a sample area. Sample area is area that we need to know : is in the area that are pallet inside?

So, our problem was simplified to picture bellow :

image description

While Yellow indicate sampling area.

Thus, we have tried using canny algorithm or hough algorithm. No ones give me a best result. Sometimes give us wrong result like this bellow :

image description

While red indicates this is empty space,
While green indicates this area occupied by box pallet.

The problem our algorithm not working well in every scenario (time,pallet position, lighting problem, etc).

image description

As you can see (Row 6 Col 2), if the sampling area on the lighting spot then algorithm marking it's area occupied. this is totally wrong.

Lighting problem image example :
lighting problem

So, is there any idea or library on open CV that we can use, adopt, and integrate for our case? Is there any way to avoid the lighting problem?

Thanks in advance.