5 citations · 8 across the 8 of their papers we have counts for
5 papers · 1 filter
VistaFormer: Scalable Vision Transformers for Satellite Image Time Series Segmentation
Ezra MacDonald, Derek Jacoby, Yvonne Coady
We introduce VistaFormer, a lightweight Transformer-based model architecture for the semantic segmentation of remote-sensing images. This model uses a multi-scale Transformer-based…
Using Texture to Classify Forests Separately from Vegetation
David R. Treadwell, Derek Jacoby, Will Parkinson +2
Identifying terrain within satellite image data is a key issue in geographical information sciences, with numerous environmental and safety implications. Many techniques exist to d…
3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data
Xi Sun, Derek Jacoby, Yvonne Coady
This paper presents a real-time segmentation and reconstruction system that utilizes RGB-D images to generate accurate and detailed individual 3D models of objects within a capture…
MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imagery
Ezra MacDonald, Derek Jacoby, Yvonne Coady
Assessing the environmental impact of the mineral extraction industry plays a critical role in understanding and mitigating the ecological consequences of extractive activities. Th…
Efficient Cloud Pipelines for Neural Radiance Fields
Derek Jacoby, Donglin Xu, Weder Ribas +6
Since their introduction in 2020, Neural Radiance Fields (NeRFs) have taken the computer vision community by storm. They provide a multi-view representation of a scene or object th…