CVGRMar 18, 2021

Challenges of 3D Surface Reconstruction in Capsule Endoscopy

arXiv:2103.10390v43 citations
Originality Synthesis-oriented
AI Analysis

This addresses challenges in improving bowel cancer screening accuracy through capsule endoscopy, but it is incremental as it focuses on specific visualization issues rather than a major breakthrough.

The paper tackles the problem of 3D surface reconstruction in capsule endoscopy, which is crucial for bowel cancer screening, by investigating how the indeterminate selection of the line of sight angle affects 3D surfaces and demonstrating this impact through different elevation angles, concluding that 3D printing could help overcome related errors.

Essential for improving the accuracy and reliability of bowel cancer screening, three-dimensional (3D) surface reconstruction using capsule endoscopy (CE) images remains challenging due to CE hardware and software limitations. This report generally focuses on challenges associated with 3D visualization and specifically investigates the impact of the indeterminate selection of the angle of the line of sight on 3D surfaces. Furthermore, it demonstrates that impact through 3D surfaces viewed at the same azimuth angles and different elevation angles of the line of sight. The report concludes that 3D printing of reconstructed 3D surfaces can potentially overcome line of sight indeterminate selection and 2D screen visual restriction-related errors.

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