Automatic weld seam segmentation for industrial quality control: a comparison of RGB and polarimetric imaging with CNN and transformer architectures

arXiv:2608.25465 · cs.CV, cs.AI · Submitted 2026-08-26 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-08-26

Updated: 2026-08-26

Code: https://github.com/cocodataset/cocoapi

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Transformer — 60× in this paper · explained in 2 episodes
Accuracy — 12× in this paper · explained in 1 episode
Ablation — 8× in this paper · explained in 1 episode
Alignment — 7× in this paper · explained in 1 episode
Instance Segmentation — 6× in this paper · explained in 3 episodes
Transformer Models — 6× in this paper · explained in 2 episodes
Robustness — 5× in this paper · explained in 5 episodes
Benchmark — 4× in this paper · explained in 2 episodes
Transfer Learning — 4× in this paper · explained in 10 episodes
Transformer Architecture — 4× in this paper · explained in 2 episodes
Fine-Tuning — 3× in this paper · explained in 5 episodes
AdamW Optimizer — 2× in this paper · explained in 1 episode
Domain Shift — 2× in this paper · explained in 4 episodes
F1 Score — 2× in this paper · explained in 3 episodes
Generalization — 2× in this paper · explained in 13 episodes
Transferability — 2× in this paper · explained in 4 episodes
Adaptation — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Distribution Shift — 1× in this paper · explained in 5 episodes
Domain Adaptation — 1× in this paper · explained in 5 episodes
Edge Deployment — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Regularization — 1× in this paper · explained in 3 episodes
Zero-Shot Transfer — 1× in this paper · explained in 4 episodes

Sources

YOLOv11: An Overview of the Key Architectural Enhancements

Terminology

Sources

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