17 citations · 18 across the 5 of their papers we have counts for
4 papers · 1 filter
FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing
Yufan Wang, Sokratis Makrogiannis, Chandra Kambhamettu
Remote sensing change detection for real-world monitoring often relies on imperfect heterogeneous observations, where pre- and post-event images may be asynchronous, cross-sensor,…
NeXt2Former-CD: Efficient Remote Sensing Change Detection with Modern Vision Architectures
Yufan Wang, Sokratis Makrogiannis, Chandra Kambhamettu
State Space Models (SSMs) have recently gained traction in remote sensing change detection (CD) for their favorable scaling properties. In this paper, we explore the potential of m…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…
AI in Osteoporosis
Sokratis Makrogiannis, Keni Zheng
In this chapter we explore and evaluate methods for trabecular bone characterization and osteoporosis diagnosis with increased interest in sparse approximations. We first describe…