CVOPTICSApr 30, 2012

OCT Segmentation Survey and Summary Reviews and a Novel 3D Segmentation Algorithm and a Proof of Concept Implementation

arXiv:1204.6725v22 citations
AI Analysis

This work addresses segmentation challenges in OCT imaging, but it appears incremental as it builds on existing surveys and is described as a draft in progress.

The paper tackles the problem of 3D OCT segmentation by developing a novel algorithm aimed at improving speed and/or accuracy, with a proof-of-concept implementation presented as part of an iterative draft.

We overview the existing OCT work, especially the practical aspects of it. We create a novel algorithm for 3D OCT segmentation with the goals of speed and/or accuracy while remaining flexible in the design and implementation for future extensions and improvements. The document at this point is a running draft being iteratively "developed" as a progress report as the work and survey advance. It contains the review and summarization of select OCT works, the design and implementation of the OCTMARF experimentation application and some results.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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