4 papers
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…
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…
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…
Salient Object Detection for Images Taken by People With Vision Impairments
Jarek Reynolds, Chandra Kanth Nagesh, Danna Gurari
Salient object detection is the task of producing a binary mask for an image that deciphers which pixels belong to the foreground object versus background. We introduce a new salie…