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Research of Descriptor-Based Image Normalization and Comparative Analysis of SURF, SIFT, BRISK, ORB, KAZE, AKAZE Descriptors
  12/21/2020  

Research of Descriptor-Based Image Normalization and Comparative Analysis of SURF, SIFT, BRISK, ORB, KAZE, AKAZE Descriptors

In cooperation with experts from the Informatics Department of KNURE, we have researched the descriptor-based approach to image normalization. In experiments, we've used key points and SURF, SIFT, BRISK, ORB, KAZE, AKAZE descriptors to find out the normalization parameters. As a result, we've obtained a comparison of the normalization process's quality and time costs based on different descriptors.

The research outcomes may help solve computer vision's tasks where it is necessary to make decisions on local features of images, like detecting, tracking, tagging, or recognizing image plagiarism. We've studied each step of normalization in detail, developed a mathematical and software model for further studies on the photo image pairs normalization with the different descriptors, created the dataset for experiments and drawn conclusions and takeovers for further implementation.

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Face Mask Detection and Correct Mask Wearing Recognition Software. How to Save Your Business from Quarantine and Closure
  04/27/2021  

Face Mask Detection and Correct Mask Wearing Recognition Software. How to Save Your Business from Quarantine and Closure

Many businesses now struggle to keep their doors open and light on as the pandemic reality threatens not only people’s health and well-being but also future growth and success. Compliance with obligatory protection...
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Glossary of terms used in articles about AI, machine learning, neural networks and facial recognition
  04/26/2021  

Glossary of terms used in articles about AI, machine learning, neural networks and facial recognition

The definition of terms our experts used in articles dedicated to AI, machine learning, neural networks and facial recognition are gathered in this glossary.


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IT Universities in Ukraine and Making the Decision on IT Outsourcing to Ukraine
  04/19/2021  

IT Universities in Ukraine and Making the Decision on IT Outsourcing to Ukraine

How would you connect IT universities and IT outsourcing to Ukraine? We dare to state that understanding the situation with It universities in Ukraine may help with the selection of IT outsourcing locations. An ove...
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IT Outsourcing. Why Is Ukraine the Solution for Your IT Projects? Overview of the Market, Providers and Services
  02/09/2021  

IT Outsourcing. Why Is Ukraine the Solution for Your IT Projects? Overview of the Market, Providers and Services

Flexibility and capability to cope with turbulent times are vital for businesses to thrive. Implementing technologies and software solutions to drive quick changes in the business processes is still the best way to...
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Embedded Solution Development for a Wellness and Health Startup: Tips and Findings
  01/29/2021  

Embedded Solution Development for a Wellness and Health Startup: Tips and Findings

Devices we use every day are a combination of hardware, firmware and software. And we expect them to be reliable and functional. However, building embedded systems is difficult, especially for a startup, especially...
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Research of Descriptor-Based Image Normalization and Comparative Analysis of SURF, SIFT, BRISK, ORB, KAZE, AKAZE Descriptors
  12/21/2020  

Research of Descriptor-Based Image Normalization and Comparative Analysis of SURF, SIFT, BRISK, ORB, KAZE, AKAZE Descriptors

In cooperation with experts from the Informatics Department of KNURE, we have researched the descriptor-based approach to image normalization. In experiments, we've used key points and SURF, SIFT, BRISK, ORB, KAZE,...
Read More keyboard_arrow_right