2 papers
cs.CV2026
Pixel-Wise Multimodal Contrastive Learning for Remote Sensing Images
Leandro Stival, Ricardo da Silva Torres, Helio Pedrini
Satellites continuously generate massive volumes of data, particularly for Earth observation, including satellite image time series (SITS). However, most deep learning models are d…
cs.CV2025
A Framework for Generating Artificial Datasets to Validate Absolute and Relative Position Concepts
George Corrêa de Araújo, Helena de Almeida Maia, Helio Pedrini
In this paper, we present the Scrapbook framework, a novel methodology designed to generate extensive datasets for probing the learned concepts of artificial intelligence (AI) mode…