83 citations · 291 across the 33 of their papers we have counts for
5 papers · 1 filter
A Visual Active Search Framework for Geospatial Exploration
Anindya Sarkar, Michael Lanier, Scott Alfeld +4
Many problems can be viewed as forms of geospatial search aided by aerial imagery, with examples ranging from detecting poaching activity to human trafficking. We model this class…
Geo-Information Harvesting from Social Media Data
Xiao Xiang Zhu, Yuanyuan Wang, Mrinalini Kochupillai +9
As unconventional sources of geo-information, massive imagery and text messages from open platforms and social media form a temporally quasi-seamless, spatially multi-perspective s…
Causality for Inherently Explainable Transformers: CAT-XPLAIN
Subash Khanal, Benjamin Brodie, Xin Xing +2
There have been several post-hoc explanation approaches developed to explain pre-trained black-box neural networks. However, there is still a gap in research efforts toward designi…
Revisiting Near/Remote Sensing with Geospatial Attention
Scott Workman, M. Usman Rafique, Hunter Blanton +1
This work addresses the task of overhead image segmentation when auxiliary ground-level images are available. Recent work has shown that performing joint inference over these two m…
Estimating Cluster Masses from SDSS Multi-band Images with Transfer Learning
Sheng-Chieh Lin, Yuanyuan Su, Gongbo Liang +3
The total masses of galaxy clusters characterize many aspects of astrophysics and the underlying cosmology. It is crucial to obtain reliable and accurate mass estimates for numerou…