Abstract: The variability in altitudes, geographical background, and weather conditions across datasets degrades deep neural network (DNN) object-counting performance. Unsupervised domain adaptation ...
Abstract: Remote sensing scene zero-shot object detection (ZSD) aims to detect and recognize both seen and unseen categories of landscape elements with the guidance of the word embeddings. In this ...
propose an instance-level alignment module (PDFA) to dynamically adjust the focus of model based on the prediction-discrepancy feedback; develop an image-level alignment module (UFOA) to adaptively ...