Zero-Shot Aerial Object Detection with Visual Description Regularization significantly improves detection accuracy for unseen classes in aerial images.
The study introduces DescReg, a method for zero-shot aerial object detection, addressing the weak semantic-visual correlation challenge in aerial images by incorporating visual descriptions into class embeddings.