Tales Imbiriba

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Variational Approach for Robust Online Fusion of Multiresolution Multispectral Images.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Online Fusion of Multi-resolution Multispectral Images with Weakly Supervised Temporal Dynamics.

[BibT_eX]

[DOI]

Bhavya Duvvuri

Dataset, January, 2023

Dynamical Hyperspectral Unmixing With Variational Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Niklas Smedemark-Margulies

IEEE Trans. Computational Imaging, 2023

A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

User Training with Error Augmentation for Electromyogram-based Gesture Classification.

[BibT_eX]

[DOI]

Yunus Bicer

Niklas Smedemark-Margulies

CoRR, 2023

A Vision for Cleaner Rivers: Harnessing Snapshot Hyperspectral Imaging to Detect Macro-Plastic Litter.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Gaussian Process-Based Prediction of Human Trajectories to Promote Seamless Human-Robot Handovers.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Jammer classification with Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

Crowdsourced Jammer Localization Using APBMs: Performance Analysis Considering Observations Disruption.

[BibT_eX]

[DOI]

Andrea Nardin

Niklas Smedemark-Margulies

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

Real-Time Object Localization for Human-Robot Handover.

[BibT_eX]

[DOI]

Sadjad Asghari-Esfeden

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

On Parametric Misspecified Bayesian Cramér-Rao Bound: An Application to Linear/Gaussian Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Recursive Estimation of User Intent From Noninvasive Electroencephalography Using Discriminative Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Inv-Senet: Invariant Self Expression Network for Clustering Under Biased Data.

[BibT_eX]

[DOI]

Erik G. Learned-Miller

Proceedings of the IEEE International Conference on Acoustics, 2023

Jamming Source Localization Using Augmented Physics-Based Model.

[BibT_eX]

[DOI]

Andrea Nardin

Proceedings of the IEEE International Conference on Acoustics, 2023

A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

On the Impact of Sampling on Deep Sequential State Estimation.

[BibT_eX]

[DOI]

Helena Calatrava

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Sentinel-2 Images from Oroville Dam and Charles River.

[BibT_eX]

[DOI]

Helena Calatrava

Bhavya Duvvuri

Dataset, September, 2022

Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., 2022

Federated Learning for Indoor Localization via Model Reliability With Dropout.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2022

Bayesian data fusion with shared priors.

[BibT_eX]

[DOI]

CoRR, 2022

Inv-SENnet: Invariant Self Expression Network for clustering under biased data.

[BibT_eX]

[DOI]

Erik G. Learned-Miller

CoRR, 2022

Automated deep learning-based wide-band receiver.

[BibT_eX]

[DOI]

Comput. Networks, 2022

Leveraging Submovements for Prediction and Trajectory Planning for Human-Robot Handover.

[BibT_eX]

[DOI]

Kyle Lockwood

Yunus Bicer

Sadjad Asghari-Esfeden

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Information Fusion, 2022

2021

Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

Personalized Federated Learning over non-IID Data for Indoor Localization.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

A Blind Multiscale Spatial Regularization Framework for Kernel-Based Spectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Recursive Gaussian Processes and Fingerprinting for Indoor Navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2020

Biosensor prediction of aggression in youth with autism using kernel-based methods.

[BibT_eX]

[DOI]

Diana Catalina Cumpanasoiu

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Motor cortex mapping using active gaussian processes.

[BibT_eX]

[DOI]

Razieh Faghihpirayesh

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Enhancing Particle Filtering using Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019

A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Change Detection and Gaussian Process Inference in Piecewise Stationary Environments Under Noisy Inputs.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

A New Decision-Theory-Based Framework for Echo Canceler Control.

[BibT_eX]

[DOI]

Neil J. Bershad

IEEE Trans. Signal Process., 2018

A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Generalized Linear Mixing Model Accounting for Endmember Variability.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Band Selection for Nonlinear Unmixing of Hyperspectral Images as a Maximal Clique Problem.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing.

[BibT_eX]

[DOI]

CoRR, 2017

Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control.

[BibT_eX]

[DOI]

Neil J. Bershad

CoRR, 2017

2016

Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Technical Report: Band selection for nonlinear unmixing of hyperspectral images as a maximal click problem.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Band selection in RKHS for fast nonlinear unmixing of hyperspectral images.

[BibT_eX]

[DOI]