3 papers
cs.CV2026
Global-Local Contextual Progressive Expansion Network for Martian Landslide Segmentation in Multimodal Remote Sensing Imagery
Leo Thomas Ramos, Sidike Paheding, Abel A. Reyes-Angulo +4
Automated landslide segmentation on Mars is one of the important tasks for understanding its surface processes, and all will aid in future space exploration. However, it remains a…
cs.CV2023
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study
Abel Reyes-Angulo, Sidike Paheding
Skin cancer, a deadly form of cancer, exhibits a 23\% survival rate in the USA with late diagnosis. Early detection can significantly increase the survival rate, and facilitate tim…
cs.CV2023
Forward-Forward Algorithm for Hyperspectral Image Classification: A Preliminary Study
Sidike Paheding, Abel A. Reyes-Angulo
The back-propagation algorithm has long been the de-facto standard in optimizing weights and biases in neural networks, particularly in cutting-edge deep learning models. Its wides…