Learning Dynamic Spatial Relations
Author | : Andreas Bihlmaier |
Publisher | : Springer |
Total Pages | : 278 |
Release | : 2016-08-12 |
ISBN-10 | : 9783658149147 |
ISBN-13 | : 3658149140 |
Rating | : 4/5 (47 Downloads) |
Download or read book Learning Dynamic Spatial Relations written by Andreas Bihlmaier and published by Springer. This book was released on 2016-08-12 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Andreas Bihlmaier describes a novel method to model dynamic spatial relations by machine learning techniques. The method is applied to the task of representing the tacit knowledge of a trained camera assistant in minimally-invasive surgery. The model is then used for intraoperative control of a robot that autonomously positions the endoscope. Furthermore, a modular robotics platform is described, which forms the basis for this knowledge-based assistance system. Promising results from a complex phantom study are presented.