2 papers
cs.CV2024
Are Deep Learning Models Robust to Partial Object Occlusion in Visual Recognition Tasks?
Kaleb Kassaw, Francesco Luzi, Leslie M. Collins +1
Image classification models, including convolutional neural networks (CNNs), perform well on a variety of classification tasks but struggle under conditions of partial occlusion, i…
cs.CV2022
Transformers For Recognition In Overhead Imagery: A Reality Check
Francesco Luzi, Aneesh Gupta, Leslie Collins +2
There is evidence that transformers offer state-of-the-art recognition performance on tasks involving overhead imagery (e.g., satellite imagery). However, it is difficult to make u…