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Abstract
The article presents the results of improving endoscopic image classification algorithms in an effort towards applying them in a real-time diagnosis supporting system. Methods for the detection and removal of personal data are presented and discussed. The currently developed recognition algorithms have been improved in terms of accuracy and performance to make them suitable for a real-life implementation. Their test results are shown, which indicate that the performance characteristics required for on-line processing are within reach of the developed methods. Finally, signi ficant differences between the characteristics of images in medical databases and pictures acquired from endoscopic examination videos are discussed together with their in fluence on the classifi cation results.
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- Category:
- Conference activity
- Type:
- publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
- Title of issue:
- ICT Young 2012: II konferencja Studentów i Doktorantów Elektroniki, Telekomunikacji, Informatyki, Automatyki i Robotyki : materiały konferencyjne, Gdańsk, 26-27.05.2012 strony 41 - 47
- Language:
- English
- Publication year:
- 2012
- Bibliographic description:
- Blokus A., Brzeski A., Cychnerski J., Jędrzejewski M.: An Overview of the Development of a Real-Time System for Endoscopic Video Classification// ICT Young 2012: II konferencja Studentów i Doktorantów Elektroniki, Telekomunikacji, Informatyki, Automatyki i Robotyki : materiały konferencyjne, Gdańsk, 26-27.05.2012/ ed. Wydział Elektroniki, Telekomunikacji i Informatyki, PG. Gdańsk: ICT Yung, 2012, s.41-47
- Verified by:
- Gdańsk University of Technology
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