Title :
3-D Model-Based Multiple-Object Video Tracking for Treatment Room Supervision
Author :
Sotelo, M. A Portela ; Desserée, É ; Moreau, J.M. ; Shariat, B. ; Beuve, M.
Author_Institution :
DOSIsoft SA, Cachan, France
Abstract :
We present a method to monitor a patient and the equipment in a radiotherapy treatment room, by exploiting the information in the treatment plan, enriched with other elements such as visual, geometric, and “semantic” information. Using all these information items, and a generic model, a virtual environment of the scene is created, with maximum precision. The images resulting from video sequences with several cameras are also used to confront the filmed information on the scene and its numerical representation. The method is based on the features of the scene elements, and on a fuzzy formalism. The feasibility of the method is being quantitatively evaluated in the absence of treatment, to be further exploited in a module for external control by video in real conditions.
Keywords :
biomedical equipment; medical computing; patient monitoring; radiation therapy; virtual reality; 3D model-based multiple-object video tracking; fuzzy formalism; generic model; patient monitoring; radiotherapy treatment room; semantic information; treatment plan; treatment room supervision; video sequence; virtual environment; Cameras; Computational modeling; Numerical models; Solid modeling; Three dimensional displays; Tracking; Tumors; Artificial; and virtual realities; augmented; computer vision; feature evaluation and selection; fuzzy set; interactive systems; tracking; video analysis; Computer Simulation; Fuzzy Logic; Humans; Image Processing, Computer-Assisted; Models, Theoretical; Patient Identification Systems; Patient Positioning; Pattern Recognition, Automated; Radiotherapy; Semantics; User-Computer Interface; Video Recording;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2011.2176940