title: Real-time 3D visualization of the thoraco-abdominal surface during breathing with body movement and deformation extraction.
abstract: Real-time 3D visualization of the breathing displacements can be a useful diagnostic tool in order to immediately observe the most active regions on the thoraco-abdominal surface. The developed method is capable of separating non-relevant torso movement and deformations from the deformations that are solely related to breathing. This makes it possible to visualize only the breathing displacements. The system is based on the structured laser triangulation principle, with simultaneous spatial and color data acquisition of the thoraco-abdominal region. Based on the tracking of the attached passive markers, the torso movement and deformation is compensated using rigid and non-rigid transformation models on the three-dimensional (3D) data. The total time of 3D data processing together with visualization equals 20 ms per cycle.In vitro verification of the rigid movement extraction was performed using the iterative closest point algorithm as a reference. Furthermore, a volumetric evaluation on a live subject was performed to establish the accuracy of the rigid and non-rigid model. The root mean square deviation between the measured and the reference volumes shows an error of  ±0.08 dm(3) for rigid movement extraction. Similarly, the error was calculated to be  ±0.02 dm(3) for torsional deformation extraction and  ±0.11 dm(3) for lateral bending deformation extraction. The results confirm that during the torso movement and deformation, the proposed method is sufficiently accurate to visualize only the displacements related to breathing. The method can be used, for example, during the breathing exercise on an indoor bicycle or a treadmill.
authors.affiliation: Universitiy of Ljubljana, Faculty of Mechanical Engineering, Aškerčeva 6, 1000 Ljubljana, Slovenia.
authors.forename: K
authors.initials: K
authors.lastname: Povšič
authors.forename: M
authors.initials: M
authors.lastname: Jezeršek
authors.forename: J
authors.initials: J
authors.lastname: Možina
mesh_terms: D000005:Abdomen / Q000502:physiology; D000328:Adult; D000465:Algorithms; D001642:Bicycling / Q000502:physiology; D001676:Biofeedback, Psychology / Q000379:methods; D003948:Diagnostic Techniques, Respiratory System / Q000295:instrumentation; D004867:Equipment Design; D005081:Exercise Therapy / Q000379:methods; D006801:Humans; D021621:Imaging, Three-Dimensional / Q000295:instrumentation / Q000379:methods*; D007834:Lasers; D008297:Male; D008954:Models, Biological; D009068:Movement / Q000502:physiology; D012119:Respiration; D013909:Thorax / Q000502:physiology; D013997:Time Factors