Deep Learning-Based Instance Segmentation: A Comprehensive Review of Algorithms, Challenges, and Future Directions

The Visual Computer 2026

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Authors: JIACHENG LOU, Sergei Shavetov, Xuecheng Wen, Zhidong Li, X.-C. Zhang, C. Z. Yuan
DOI: 10.1007/s00371-026-04444-8
Cited by: 3
References: 53

Fields of Study & Subjects

Advanced Neural Network Applications Domain Adaptation and Few-Shot Learning Medical Image Segmentation Techniques

Publication details

Journal / source
The Visual Computer
Publisher
Springer Science and Business Media LLC
Volume
42
Issue
6
Publication date
1 April 2026
Language
EN