Applied research
Publications
Conference papers, journal articles, and preprints from the EXP team, from 2008 to today. Links go to the publisher's record.
Object Detection on Streaming LiDAR Data with Active Learning
Baker, C., Daniel, B., Immel, E., Bogart, C.
Diversity-based active learning: creating a representative object detection dataset in 3D point clouds
Moses, A., Bogart, C. W., O'Haire, K., Solorzano, L., Yeo, E.
View the publisher recordDecision support using SAR and LiDAR machine learning target classification and Bayesian belief networks
Bogart, C., Solorzano, L., Lam, S.
View the publisher recordLocalization-based active learning (LOCAL) for object detection in 3D point clouds
Moses, A., Jakkampudi, S., Danner, C., Biega, D.
View the publisher recordChaRRNets: Channel Robust Representation Networks for RF Fingerprinting
Brown, C., Mattei, E., Draganov, A.
View on arXivOn Complex-Valued Equivariant Neural Networks for Radio Frequency Fingerprinting
Brown, C., Mattei, E., Ramirez, C.
Feature Learning for Enhanced Security in the Internet of Things
Mattei, E., Dalton, C., Draganov, A., Marin, B., Tinston, M., Harrison, G., Smarrelli, B., Harlacher, M.
View the publisher recordPoint cloud denoising via moving RPCA
Mattei, E., Castrodad, A.
View the publisher recordDetection of biases and faults in navigation sensor measurements
Draganov, S.
View the publisher recordDetection of outliers in navigation sensor measurements
Draganov, S.
View the publisher recordRobust categorization of point cloud data
Mattei, E., Castrodad, A.
View the publisher recordScalable Conjunction Processing using Spatiotemporally Indexed Ephemeris Data
Budianto-Ho, I., Johnson, S., Sivilli, R., Alberty, C., Scarberry, R.
Overcoming Errors in Processing Nonlinear Measurements: A New Extension for the Kalman Filter
Draganov, A.
Inverse beamforming for navigating in multipath environments
Draganov, S., Weinfield, J., Haas, L.
View the publisher recordPolyphase Channelization utilizing General-Purpose computing on a GPU
Harrison, G., Sloan, A., Myrick, W., Hecker, J., Eastin, D.