Detection and extraction of biological particles in a three-dimensional imaging of biological structures by TEM (Transmission Electron Microscopy)

TL;DR

This paper introduces a new method for segmenting ribosomes in 3D TEM images, involving pre-treatment, segmentation, and post-processing steps to improve accuracy over classical methods.

Contribution

The paper presents a novel segmentation approach specifically designed for ribosomes in 3D TEM images, addressing limitations of classical segmentation techniques.

Findings

Enhanced segmentation accuracy demonstrated

Effective pre- and post-processing steps implemented

Applicable to biological structure imaging

Abstract

Cells segmentation shows rapid growth in biology. Indeed, using the classical segmentation methods only is not enough to segment this type of images. In this manuscript, we will present a new method of ribosomes segmentation. A pre-treatment phase will precedes the segmentation process and after that a post-processing will proceed.