3 papers
cs.CV2025
Hierarchical Instance Tracking to Balance Privacy Preservation with Accessible Information
Neelima Prasad, Jarek Reynolds, Neel Karsanbhai +6
We propose a novel task, hierarchical instance tracking, which entails tracking all instances of predefined categories of objects and parts, while maintaining their hierarchical re…
cs.CV2024
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images
Josh Myers-Dean, Jarek Reynolds, Brian Price +2
Hierarchical segmentation entails creating segmentations at varying levels of granularity. We introduce the first hierarchical semantic segmentation dataset with subpart annotation…
cs.CV2024
Interpreting COVID Lateral Flow Tests' Results with Foundation Models
Stuti Pandey, Josh Myers-Dean, Jarek Reynolds +1
Lateral flow tests (LFTs) enable rapid, low-cost testing for health conditions including Covid, pregnancy, HIV, and malaria. Automated readers of LFT results can yield many benefit…