A real-time automatic instrument tracking system on cataract surgery videos for dexterity assessment
Baldas, V, Tang, L, Bountris, P, Saleh, G and Koutsouris, D (2011) A real-time automatic instrument tracking system on cataract surgery videos for dexterity assessment Proceedings of the IEEE International Conference on Information Technology Applications in Biomedicine. 1 - 4.
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In this paper we describe the SUITS (Surrey University Instrument Tracking System), an automated video processing system that analyzes videos of cataract surgeries to extract parameters for surgical skill assessment. Through image processing and object tracking techniques the eye is identified, and its movement and direction changes throughout the operation are monitored. Any instrument that moves into or out of the eye is located with its path measured. So far we have developed a prototype real-time system that has demonstrated great potential. The developed system is automatic, with minimal human supervision required throughout the processing time. In addition, the solution is generic, and it can be applied to other tracking problems, possibly other types of surgery videos, with minor modifications.
|Divisions :||Faculty of Engineering and Physical Sciences > Computing Science|
|Date :||17 January 2011|
|Additional Information :||
Copyright 2008 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
|Depositing User :||Symplectic Elements|
|Date Deposited :||08 Feb 2012 09:16|
|Last Modified :||23 Sep 2013 18:49|
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