You-Jia Jing

FocusOVD: Geometric and Contextual Feature Refinement for Open-Vocabulary Small-Object Detection

Open-vocabulary object detection aims to detect both seen and unseen categories by leveraging the semantic knowledge of vision-language models. However, existing methods often struggle with small objects due to insufficient preservation of high-resolution details, ineffective information aggregation across feature leve...