Using Machine Learning to Improve Interactive Visualizations for Large Collected Traffic Detector Data
In traffic engineering, cities rely on large detector datasets to manage traffic. Visualizing
these big, multi-dimensional datasets poses challenges such as overplotting and dimension …
these big, multi-dimensional datasets poses challenges such as overplotting and dimension …
Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars
The Mars Perseverance Rover represents a generational change in the scale of
measurements that can be taken on Mars, however this increased resolution introduces new …
measurements that can be taken on Mars, however this increased resolution introduces new …
[HTML][HTML] In-situ map** of monocrystalline regions on Mars
Elemental quantification instruments for planetary missions provide a capability for in-situ
identification of mineral phases via stoichiometry, an essential step in petrological …
identification of mineral phases via stoichiometry, an essential step in petrological …
RAMAN: Robust Approaches for Multimodal ANomaly detection in Mars Rover Power Systems
This paper proposes RAMAN, a framework of approaches for multimodal anomaly detection
that is robust to different anomaly types, input data, and domain constraints for the Mars …
that is robust to different anomaly types, input data, and domain constraints for the Mars …
Can Orbital Servers Provide Mars-Wide Edge Computing?
Human landing, exploration and settlement on Mars will require local compute resources at
the Mars edge. Landing such resources on Mars is an expensive endeavor. Instead, in this …
the Mars edge. Landing such resources on Mars is an expensive endeavor. Instead, in this …
Opening the Black Box of 3D Reconstruction Error Analysis with VECTOR
Reconstruction of 3D scenes from 2D images is a technical challenge that impacts domains
from Earth and planetary sciences and space exploration to augmented and virtual reality …
from Earth and planetary sciences and space exploration to augmented and virtual reality …