Semantic-aware testing for object detection systems

Xiaoxia Liu

doi:10.1016/j.infsof.2025.107888

Semantic-aware testing for object detection systems

2025-09-28

0

PRE

AI

张晓东 (Xiao‐Dong Zhang) *

W

Wenhai Wang

DOI：10.1016/j.infsof.2025.107888

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• Propose semantic-aware testing metrics on testing adequacy of practical OD systems. • Semantic-driven test case selection to efficiently enhance system robustness. • Propose a semantic-driven test case generation method. • Extensive experimental results demonstrate SeaT-OD’s superior performance.

Semantic-aware testing for object detection systems

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