This site is devoted to mathematics and its applications. Created and run by Peter Saveliev.

Image analysis consultation

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One of the most common question we receive about Pixcavator is this:

“Can you help me analyze these images?”

Consider also our over-the-phone image analysis tutorial.

We believe that many companies, just like our customers, that deal with digital images can benefit from an image analysis consultation. We've provided this service times in the past and the some of the results are online under Image analysis examples.

The charge is $250 for the email consultation.

If you are interested, send your images to and then proceed to the purchase page.

The current Pixcavator's license holders receive an initial consultation free of charge.

The consultation may be free if it related to fields of image analysis insufficiently covered in this site: forensics, astronomy, satellite imaging, and some others.

To better help you with your image analysis tasks, I would like to clarify a few things.

The main problem is that our ignorance in your field makes it difficult for us to determine whether the results of image analysis are meaningful. Our software may be useful for you if you want to make manual image analysis tasks automatic. In other words, we can automate the tasks that involve a person who examines the image with a naked eye and then counts and measures its features. If I could review this procedure, I would be able to develop a protocol for automatic analysis.

So, if you need help with your images, there are three main options.

Option 1. I analyze the image myself.

There are some choices to be made about the analysis settings however. Then I'd have to base my decisions on my common sense without any understanding of the problem. For example, I may try to capture the most prominent – large, high contrast, round, etc - features in the image and ignore the rest.

Warning: It is very easy to end up solving a wrong problem.

Tumor(v31)1x 9459 130 1.JPG

Option 2. The user analyzes the image.

To find the right settings, a fair amount of trial and error may be needed. Fortunately, Pixcavator is very easy to learn. As the user starts experimenting with the software, he will quickly come to understand the affect of moving the sliders on the development of the contours.

Warning: There is a danger that the settings that have been found won't work for the next image.

Option 3. The user describes what he wants to find in the image.

In this case I can base my analysis on this description. However, I am likely to be unfamiliar with the terminology of your field and might have a problem understanding exactly what you are looking for based solely on your verbal explanations. For this approach to work, the description will have to be very specific and include the sizes, shapes, colors, locations of objects to be found in the image.

Alternatively, you would provide me with a few images that have been analyzed manually. For this approach to work, the user will have to outline in the image the features he is interested in (example below). Then I would try to reproduce your results with Pixcavator. Then, if this works, I would try to apply the analysis to other images that you have.

Warning: It is always possible that the image is just too complex or of too poor quality for a meaningful (automatic) analysis. See Images appropriate for analysis

For more on this image analysis example, see Measuring the volume of prostate cancer tumor.