Protein Crystal Instance Segmentation Based on Mask R-CNN

Protein crystallization is the bottleneck in macromolecular crystallography, and crystal recognition is a very important step in the experiment. To improve the recognition accuracy by image classification algorithms further, the Mask R-CNN model is introduced for the detection of protein crystals in...

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Bibliographic Details
Main Authors: Jiangping Qin, Yan Zhang, Huan Zhou, Feng Yu, Bo Sun, Qisheng Wang
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Crystals
Subjects:
Online Access:https://www.mdpi.com/2073-4352/11/2/157