Title :
Removing specular reflection components for robotic assisted laparoscopic surgery
Author :
Stoyanov, Danail ; Yang, Guang Zhong
Author_Institution :
Wolfson Found. Medical Image Comput. Lab., Imperial Coll. London, UK
Abstract :
In this paper, we propose a practical method for removing specular artifacts on the epicardial surface of the heart in robotic laparoscopic surgery while preserving the underlying image structure. We use freeform temporal registration of the non-rigid surface motion to recover chromatic information saturated by highlights. The diffuse and specular image components are then separated by shifting pixel intensities with respect to chromaticity gathered from the spatio-temporal volume. Results on in vivo data and reconstructions of 3D structure from the diffuse images show the potential value of the technique.
Keywords :
image reconstruction; image registration; image resolution; medical image processing; medical robotics; surgery; freeform temporal registration; image reconstructions; nonrigid surface motion; robotic assisted laparoscopic surgery; specular reflection component removal; Biomedical imaging; Cardiology; Heart; Laparoscopes; Medical robotics; Minimally invasive surgery; Optical reflection; Pixel; Robots; Tensile stress; chromaticity; multiresolution image registration; robotic assisted minimally invasive surgery; specular reflection;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1530471