SMDDFNet: State-space Modeling and Dynamic Dual Fusion Network for Traffic Sign Detection

arXiv:2505.05491 · cs.CV, cs.AI · Submitted 2025-05-02 · Read on arXiv

cs.CV, cs.AI

Submitted: 2025-05-02

Updated: 2026-09-23

Terminology

Dynamic Dual Fusion — 19× in this paper
Feature Extraction — 10× in this paper · explained in 2 episodes
Accuracy — 9× in this paper · explained in 1 episode
Transformer — 8× in this paper · explained in 2 episodes
Dynamic Filter — 5× in this paper
Ablation — 4× in this paper · explained in 1 episode
Generalization — 4× in this paper · explained in 13 episodes
Average Precision — 3× in this paper
Efficient Multi-scale Attention — 3× in this paper
Robustness — 3× in this paper · explained in 5 episodes
Aggregation — 2× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
Frames Per Second — 2× in this paper
Adaptability — 1× in this paper · explained in 1 episode
Adaptation — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 3 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Exponential Moving Average (EMA) — 1× in this paper · explained in 2 episodes
Instance Segmentation — 1× in this paper · explained in 3 episodes
Mean Average Precision — 1× in this paper
Stochastic Gradient Descent (SGD) — 1× in this paper · explained in 5 episodes

Sources

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