Rethinking crowdsourcing annotation: Partial annotation with salient labels for multilabel aerial image classification

J Lin, T Yu, ZJ Wang - IEEE transactions on geoscience and …, 2022 - ieeexplore.ieee.org
Annotated images are required for supervised model training and evaluation in aerial image
classification. Manually annotating images is arduous and expensive, especially for aerial …

Multi-label learning for image analysis with limited annotation

T Yu - 2023 - open.library.ubc.ca
Deep learning, especially through Convolutional Neural Networks (CNNs), has
revolutionized image analysis. Image classification, which involves assigning labels to …