Object Detection and Person Tracking in CathLab with Automatically Calibrated Cameras

Object Detection and Person Tracking in CathLab with Automatically Calibrated Cameras

Jiang, Y. (Student TU Delft)
Dai, R. (Student TU Delft)
Zeng, J. (Student TU Delft)
Butler, R.M. (TU Delft Medical Instruments & Bio-Inspired Technology)
Vijfvinkel, T.S. (TU Delft Medical Instruments & Bio-Inspired Technology)
Wang, Y. (TU Delft Signal Processing Systems)
van den Dobbelsteen, J.J. (TU Delft Medical Instruments & Bio-Inspired Technology)
van der Elst, M. (TU Delft Support Biomechanical Engineering)
Dauwels, J.H.G. (TU Delft Signal Processing Systems)

Louveaux, Jérôme (editor)
Quitin, François (editor)

2022

Workflow analysis is a young research field that has been gaining traction in recent years. Work in this field aims to improve the efficiency and safety in operating rooms by analysing surgical processes and providing feedback or support, where observations are made and evaluated by algorithms rather than human experts. For our study, we mount five cameras from different angles in a Catheterization Laboratory (CathLab) to observe and analyse Cardiac Angiogram procedures. To automate the classification of workflow and personnel activities, we propose a pipeline that first automates the camera calibration of the 5-camera network then detect locations of medical equipment and track personnel activities...

http://resolver.tudelft.nl/uuid:27c5042f-1564-40ba-a87c-63c971eea949

42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022)

42nd WIC Symposium on Information Theory and Signal Processing in the Benelux, 2022-06-01 → 2022-06-02, Louvain la Neuve, Belgium

Institutional Repository

conference paper

© 2022 Y. Jiang, R. Dai, J. Zeng, R.M. Butler, T.S. Vijfvinkel, Y. Wang, J.J. van den Dobbelsteen, M. van der Elst, J.H.G. Dauwels