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Master Thesis - Color difference minimization in multi-sensor panorama cameras i Lund

Axis enables a smarter and safer world by creating network solutions that provide insights for improving security and new ways of doing business. As the industry leader in network video, Axis offers products and services for video surveillance and analytics, access control, and audio systems. Axis has more than 3,000 dedicated employees in over 50 countries and collaborates with partners worldwide to deliver customer solutions.

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Category: Computer Science, Physics, Engineering Physics.

Scope: 1-2 students completing 30 credits (20 weeks) each.

The needs and demands for multi-sensor panorama cameras is growing rapidly. It provides a unique view of the scene with its wide angle and high pixel density. The end image is produced by stitching the images from the different sensor modules together into one uniform image and create a “one camera” experience. To achieve the “one camera” experience it is of highest importance that the images from the different sensor modules are perceived as equivalent to eachother when observe a object during equal light environment. The fact remains that the different sensor modules is hardware that might vary between individuals and give the image a slightly varying experience between these individuals.

The goal of this master thesis is to investigate the possibility to correct for a color difference between different sensor modules. A correction model shall be designed and implemented. Images from existing panorama cameras shall be collected in varying scenes. The model shall be tested and evaluated upon the data sets of images. The model should also be evaluated against existing solutions.

OK, I am interested! What do I do now?
You are valuable to us – how nice that you are interested in one of our proposals! There are a few things for you to keep in mind when applying.

  • Applications are accepted in both Swedish and English, and you apply via the proposal advert.
  • The announced theses are open only to students affiliated with a Swedish university/college either directly or via an exchange program.
  • When the thesis proposal states that it includes two students working together, we would like you to apply in pairs. In these cases, send one application each but make sure to clearly state in your application who your co-applicant is. If you have any questions regarding this, please do not hesitate to contact us.
  • Please attach your CV and University/college grade summary.

Contact information
For questions regarding technical details, please contact Andreé Bengtsson ( For general or practical questions, please contact Adam Miller (

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