Tales Imbiriba

According to our database, Tales Imbiriba authored at least 54 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach.

Michael Potter, Murat Akçakaya, Marius Necsoiu, Gunar Schirner, Deniz Erdogmus, Tales Imbiriba

CoRR, 2024

Learning Semilinear Neural Operators : A Unified Recursive Framework For Prediction And Data Assimilation.

Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba

CoRR, 2024

2023

Dynamical Hyperspectral Unmixing With Variational Recurrent Neural Networks.

Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas

IEEE Trans. Image Process., 2023

Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing.

Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba

IEEE Trans. Computational Imaging, 2023

Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder.

Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi, Robin Walters

CoRR, 2023

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

Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Stephanie Naufel, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi

CoRR, 2023

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

Yunus Bicer, Niklas Smedemark-Margulies, Basak Celik, Elifnur Sunger, Ryan Orendorff, Stephanie Naufel, Tales Imbiriba, Deniz Erdogmus, Eugene Tunik, Mathew Yarossi

CoRR, 2023

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

Nathaniel Hanson, Ahmet Demirkaya, Deniz Erdogmus, Aron Stubbins, Taskin Padir, Tales Imbiriba

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.

Kyle Lockwood, Garrit Strenge, Yunus Bicer, Tales Imbiriba, Mariusz P. Furmanek, Taskin Padir, Deniz Erdogmus, Eugene Tunik, Mathew Yarossi

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

Jammer classification with Federated Learning.

Peng Wu, Helena Calatrava, Tales Imbiriba, Pau Closas

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

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

Andrea Nardin, Tales Imbiriba, Pau Closas

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

Real-Time Object Localization for Human-Robot Handover.

Sadjad Asghari-Esfeden, Garrit Strenge, Kyle Lockwood, Yunus Bicer, Tales Imbiriba, Mariusz P. Furmanek, Mathew Yarossi, Eugene Tunik, Taskin Padir, Deniz Erdogmus

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.

Shuo Tang, Gerald LaMountain, Tales Imbiriba, Pau Closas

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Niklas Smedemark-Margulies, Basak Celik, Tales Imbiriba, Aziz Kocanaogullari, Deniz Erdogmus

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus

Proceedings of the IEEE International Conference on Acoustics, 2023

Jamming Source Localization Using Augmented Physics-Based Model.

Andrea Nardin, Tales Imbiriba, Pau Closas

Proceedings of the IEEE International Conference on Acoustics, 2023

A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing.

Ricardo Augusto Borsoi, Tales Imbiriba, Deniz Erdogmus

Proceedings of the IEEE International Conference on Acoustics, 2023

On the Impact of Sampling on Deep Sequential State Estimation.

Helena Calatrava, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas

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

2022

Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing.

Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José C. M. Bermudez, Deniz Erdogmus

IEEE Geosci. Remote. Sens. Lett., 2022

Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing.

Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos M. Bermudez, Cédric Richard

IEEE Geosci. Remote. Sens. Lett., 2022

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

Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury

IEEE Internet Things Mag., 2022

Federated Learning for Indoor Localization via Model Reliability With Dropout.

Junha Park, Jiseon Moon, Taekyoon Kim, Peng Wu, Tales Imbiriba, Pau Closas, Sunwoo Kim

IEEE Commun. Lett., 2022

Bayesian data fusion with shared priors.

Peng Wu, Tales Imbiriba, Victor Elvira, Pau Closas

CoRR, 2022

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

Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus

CoRR, 2022

Automated deep learning-based wide-band receiver.

Bahar Azari, Hai Cheng, Nasim Soltani, Haoqing Li, Yanyu Li, Mauro Belgiovine, Tales Imbiriba, Salvatore D'Oro, Tommaso Melodia, Yanzhi Wang, Pau Closas, Kaushik R. Chowdhury, Deniz Erdogmus

Comput. Networks, 2022

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

Kyle Lockwood, Yunus Bicer, Sadjad Asghari-Esfeden, Tianjie Zhu, Mariusz P. Furmanek, Madhur Mangalam, Garrit Strenge, Tales Imbiriba, Mathew Yarossi, Taskin Padir, Deniz Erdogmus, Eugene Tunik

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.

Tales Imbiriba, Ahmet Demirkaya, Jindrich Duník, Ondrej Straka, Deniz Erdogmus, Pau Closas

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

2021

Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data.

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard

IEEE Trans. Computational Imaging, 2021

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

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard

IEEE Geosci. Remote. Sens. Lett., 2021

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

Peng Wu, Tales Imbiriba, Junha Park, Sunwoo Kim, Pau Closas

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.

Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus

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.

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard

IEEE Trans. Image Process., 2020

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

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez

IEEE Trans. Image Process., 2020

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

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez

IEEE Trans. Image Process., 2020

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

Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez

IEEE Trans. Geosci. Remote. Sens., 2020

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

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez

IEEE Trans. Computational Imaging, 2020

Recursive Gaussian Processes and Fingerprinting for Indoor Navigation.

Tales Imbiriba, Peng Wu, Gerald LaMountain, Deniz Erdogmus, Pau Closas

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

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

Tales Imbiriba, Diana Catalina Cumpanasoiu, James Heathers, Stratis Ioannidis, Deniz Erdogmus, Matthew S. Goodwin

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.

Razieh Faghihpirayesh, Tales Imbiriba, Mathew Yarossi, Eugene Tunik, Dana H. Brooks, Deniz Erdogmus

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.

Tales Imbiriba, Pau Closas

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

2019

A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing.

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard

IEEE Geosci. Remote. Sens. Lett., 2019

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

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez

Proceedings of the IEEE International Conference on Acoustics, 2019

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

Tales Imbiriba, Gerald LaMountain, Peng Wu, Deniz Erdogmus, Pau Closas

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.

Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad

IEEE Trans. Signal Process., 2018

A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing.

Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Generalized Linear Mixing Model Accounting for Endmember Variability.

Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

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

Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard

IEEE Trans. Image Process., 2017

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

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard

CoRR, 2017

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

Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad

CoRR, 2017

2016

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

Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard, Jean-Yves Tourneret

IEEE Trans. Image Process., 2016

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

Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard

CoRR, 2016

2015

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

Tales Imbiriba, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging.

Tales Imbiriba, José C. M. Bermudez, Jean-Yves Tourneret, Cédric Richard

Proceedings of the IEEE International Conference on Acoustics, 2014

2008

GASpeech: A Framework for Automatically Estimating Input Parameters of Klatt's Speech Synthesizer.

José Borges, Igor Couto, Fabíola Oliveira, Tales Imbiriba, Aldebaro Klautau

Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008