Title :
Global and Local Panoramic Views for Gastroscopy: An Assisted Method of Gastroscopic Lesion Surveillance
Author :
Jiquan Liu ; Bin Wang ; Weiling Hu ; Pan Sun ; Jieyu Li ; Huilong Duan ; Jianmin Si
Author_Institution :
Key Lab. for Biomed. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
Gastroscopy plays an important role in the diagnosis of gastric disease. In this paper, we develop an image panoramic system to assist endoscopists in improving lesion surveillance and reducing many of the tedious operations associated with gastroscopy. The constructed panoramic view has two categories: 1) the local view broadens the endoscopist´s field of view in real time. Combining with the original gastroscopic video, this mosaicking view enables the endoscopist to diagnose the lesion comprehensively; 2) the global view constructs a large-area panoramic scene of the internal gastric surface, which can be used for intraoperative surgical navigation and postoperative scene review. Due to the irregular texture and inconsistent reflection of the gastric internal surface, common registration methods cannot accurately stitch this surface. Thereby, a six degree of freedom position tracking endoscope is devised to accommodate for the accumulated mosaicking error and provide efficient mosaicking results. For the global view, a dual-cube constraint model and a Bundle Adjustment algorithm are incorporated to deal with the mosaicking error caused by the irregular inflation and nonrigid deformation of the stomach. Moreover, texture blending and frame selection schemes are developed to make the mosaicking results feasible in real-clinical applications. The experimental results demonstrate that our system performs with a speed of 7.12 frames/s in a standard computer environment, and the mosaicking mean error is 0.43 mm for local panoramic view and 3.71 mm for global panoramic view.
Keywords :
biological organs; biomedical optical imaging; diseases; endoscopes; feature selection; image registration; image texture; medical image processing; surgery; video surveillance; accumulated mosaicking error; bundle adjustment algorithm; common registration methods; degree-of-freedom position tracking endoscope; dual-cube constraint model; endoscopists; frame selection schemes; gastric disease diagnosis; gastroscopic lesion surveillance; global panoramic views; image panoramic system; inconsistent reflection; internal gastric surface; intraoperative surgical navigation; irregular inflation; irregular texture; large-area panoramic scene; local panoramic views; mosaicking mean error; mosaicking view; nonrigid deformation; original gastroscopic video; postoperative scene review; real-clinical applications; standard computer environment; stomach; texture blending; Calibration; Cameras; Endoscopes; Lesions; Real-time systems; Robot sensing systems; Surveillance; Gastroscopy; image mosaicking; image processing; video processing;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2015.2424438