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Towards a Video Quality Assessment based Framework for Enhancement of Laparoscopic Videos

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Document pages: 8 pages

Abstract: Laparoscopic videos can be affected by different distortions which may impactthe performance of surgery and introduce surgical errors. In this work, wepropose a framework for automatically detecting and identifying suchdistortions and their severity using video quality assessment. There are threemajor contributions presented in this work (i) a proposal for a novel videoenhancement framework for laparoscopic surgery; (ii) a publicly availabledatabase for quality assessment of laparoscopic videos evaluated by expert aswell as non-expert observers and (iii) objective video quality assessment oflaparoscopic videos including their correlations with expert and non-expertscores.

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