Endoscopic Feature Enhancement for Stomach 3D Reconstruction without Dyeing
Journal
Proceedings - International Conference on Image Processing, ICIP
ISBN
9781728198354
Date Issued
2023-01-01
Author(s)
Abstract
In the past decades, endoscopic 3D reconstruction has become increasingly important for medical diagnosis, computer-aided surgeries, and minimally invasive procedures. Many previous studies have been able to reconstruct the complete stomach shape using the structure-from-motion approach; however, such methods require real or virtual indigo carmine (IC) dyeing to enhance endoscopic images before the 3D reconstruction takes place. In this study, we propose an alternative approach by enhancing the appearance of gastric tissue texture and reducing the effect of noise. We show that it is possible to perform 3D reconstruction using monocular endoscopy and without the need for chromoendoscopy. In addition, we show that our method can increase the number of feature matches and maintain the feature consistency, which is critical to the performance of stomach 3D reconstruction.
Subjects
3D reconstruction | Endoscopy | feature detection | feature matching | structure-from-motion (SfM)
SDGs
Type
conference paper