Kenneth E. Barner

Francisco Manuel Melgarejo-Meseguer

Roberto Holgado-Cuadrado

José Luis Rojo-Álvarez

Biomed. Signal Process. Control., 2025

2024

GReAT: A Graph Regularized Adversarial Training Method.

[BibT_eX]

[DOI]

Samet Bayram

IEEE Access, 2024

Ensemble Learning with Mixup Style for Ultrasound Image Classification.

[BibT_eX]

[DOI]

Abdalrahman Alblwi

Proceedings of the Intelligent Systems and Pattern Recognition, 2024

Improving Android Malware Detection with Entropy Bytecode-to-Image Encoding Framework.

[BibT_eX]

[DOI]

Saleh J. Makkawy

Abdalrahman H. Alblwi

Michael J. De Lucia

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Ultrasound Image Segmentation via a Multi-scale Salient Network.

[BibT_eX]

[DOI]

Abdalrahman Alblwi

Juan Felipe Florez-Ospina

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

A Data Augmentation Approach to Enhance Breast Cancer Segmentation.

[BibT_eX]

[DOI]

Proceedings of 2023 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2023

MMASD: A Multimodal Dataset for Autism Intervention Analysis.

[BibT_eX]

[DOI]

Roghayeh Leila Barmaki

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Social Visual Behavior Analytics for Autism Therapy of Children Based on Automated Mutual Gaze Detection.

[BibT_eX]

[DOI]

Roghayeh Leila Barmaki

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

2022

Smoothness on rank-order path graphs and its use in compressive spectral imaging with side information.

[BibT_eX]

[DOI]

Signal Process., 2022

A Black-Box Attack on Optical Character Recognition Systems.

[BibT_eX]

[DOI]

Samet Bayram

Proceedings of the Computer Vision and Machine Intelligence, 2022

2021

A Probabilistic Representation of DNNs: Bridging Mutual Information and Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Beyond the Bias Variance Trade-Off: A Mutual Information Trade-Off in Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Bone Age Assessment Based on Salient Object Segmentation.

[BibT_eX]

[DOI]

Abdalrahman Alblwi

Mohammed Baksh

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

An Information Theoretic Defense Algorithm against Adversarial Attacks on Deep Learning.

[BibT_eX]

[DOI]

Samet Bayram

Proceedings of the AISS 2021: 3rd International Conference on Advanced Information Science and System, Sanya, China, November 26, 2021

2020

Conformal prediction based active learning by linear regression optimization.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability.

[BibT_eX]

[DOI]

CoRR, 2020

PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons.

[BibT_eX]

[DOI]

CoRR, 2020

Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Multi-rate Attention Based GRU Model for Engagement Prediction.

[BibT_eX]

[DOI]

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Continual Learning Long Short Term Memory.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Inductive conformal predictor for convolutional neural networks: Applications to active learning for image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Explicitly Bayesian Regularizations in Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2019

A Probabilistic Representation of Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Regularization Learning for Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Automatic Group Cohesiveness Detection With Multi-modal Features.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2019

Inductive Conformal Predictor for Sparse Coding Classifiers: Applications to Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Social Relationship Recognition Based on A Hybrid Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

A novel application of deep learning for single-lead ECG classification.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2018

Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions.

[BibT_eX]

[DOI]

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Smile Detection in the Wild Based on Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

From MRFS to CNNS: A novel image restoration method.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

2017

Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Group-level emotion recognition using deep models on image scene, faces, and skeletons.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Field of experts: Optimal structured Bayesian compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Centralized class specific dictionary learning for wearable sensors based physical activity recognition.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016

Design of IIR Multi-Notch Filters Based on Polynomially-Represented Squared Frequency Response.

[BibT_eX]

[DOI]

Cesar Duarte

Keith W. Goossen

IEEE Trans. Signal Process., 2016

Robust compressive sensing of sparse signals: a review.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2016

Maximum Correntropy Based Dictionary Learning Framework for Physical Activity Recognition Using Wearable Sensors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Label consistent recursive least squares dictionary learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

Stacked Predictive Sparse Decomposition for Classification of Histology Sections.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Nuclei segmentation via sparsity constrained convolutional regression.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

An overview of robust compressive sensing of sparse signals in impulsive noise.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

"Am I your sibling?" Inferring kinship cues from facial image pairs.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2014

An Immersive Surgery Training System With Live Streaming Capability.

[BibT_eX]

[DOI]

Proceedings of the Medicine Meets Virtual Reality 21 - NextMed, 2014

A weighted ℓ1 minimization algorithm for compressed sensing ECG.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Classification of Histology Sections via Multispectral Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Lorentzian Iterative Hard Thresholding: Robust Compressed Sensing With Prior Information.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Locality Constrained Dictionary Learning for Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

Kernel-based sparse representation for gesture recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

A Portable Immersive Surgery Training System Using RGB-D Sensors.

[BibT_eX]

[DOI]

Proceedings of the Medicine Meets Virtual Reality 20 - NextMed, 2013

Non-rigid 3D shape recognition via dictionary learning.

[BibT_eX]

[DOI]

Kai Liu

Proceedings of the IEEE International Conference on Acoustics, 2013

Locality preserving KSVD for nonlinear manifold learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

High-speed structured light scanning system and 3D gestural point cloud recognition.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

2012

A Non-Photorealistic Surgery Simulation System.

[BibT_eX]

[DOI]

Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

An Accelerated Haptic Feedback Algorithm Utilizing Volume Reconstruction.

[BibT_eX]

[DOI]

Rui Hu

Karl V. Steiner

Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

View: Visual Information Extraction Widget for improving chart images accessibility.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

On accelerating a volume-based haptic feedback algorithm.

[BibT_eX]

[DOI]

Rui Hu

Karl V. Steiner

Proceedings of the IEEE Virtual Reality Conference, 2011

Three Dimensional Projection Environment for Molecular Design and Surgical Simulation.

[BibT_eX]

[DOI]

Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011

A Generalized Haptic Feedback Approach for Arbitrarily Shaped Objects.

[BibT_eX]

[DOI]

Rui Hu

Karl V. Steiner

Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011

Compressed sensing based method for ECG compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Iterative hard thresholding for compressed sensing with partially known support.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Lorentzian based iterative hard thresholding for compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Matrix completion based ECG compression.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Convergence of consensus models with stochastic disturbances.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

Nonlinear Trend Estimation of the Ventricular Repolarization Segment for T-Wave Alternans Detection.

[BibT_eX]

[DOI]

Juan Ignacio Godino-Llorente

Fernando Cruz-Roldán

IEEE Trans. Biomed. Eng., 2010

Robust Sampling and Reconstruction Methods for Sparse Signals in the Presence of Impulsive Noise.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2010

A Generalized Cauchy Distribution Framework for Problems Requiring Robust Behavior.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2010

Iterative algorithms for compressed sensing with partially known support.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Bayesian compressed sensing using generalized Cauchy priors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Orthogonal Matching Pursuit based recovery for correlated sources with partially disjoint supports.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Image categorization for improving accessibility to information graphics.

[BibT_eX]

[DOI]

Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010

2009

Bidimensional Empirical Mode Decomposition Using Various Interpolation Techniques.

[BibT_eX]

[DOI]

Adv. Data Sci. Adapt. Anal., 2009

On the Convergence of Perturbed Non-Stationary Consensus Algorithms.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Robust sampling and reconstruction methods for compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

In-network cooperative spectrum sensing.

[BibT_eX]

[DOI]

Mehmet E. Yildiz

Proceedings of the 17th European Signal Processing Conference, 2009

LLp metric based robust clustering.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Iteratively re-weighted least squares for sparse signal reconstruction from noisy measurements.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

2008

Blind decentralized estimation for bandwidth constrained wireless sensor networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

Constrained Decentralized Estimation Over Noisy Channels for Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Sensor Data Cryptography in Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2008

Embedded filter bank-based algorithm for ECG compression.

[BibT_eX]

[DOI]

Juan Ignacio Godino-Llorente

Fernando Cruz-Roldán

Eduardo Moreno-Martínez

Signal Process., 2008

Optimal Signal Reconstruction Using the Empirical Mode Decomposition.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

Feature Point Detection Utilizing the Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Jesmin Farzana Khan

Reza R. Adhami

EURASIP J. Adv. Signal Process., 2008

The Empirical Mode Decomposition and the Hilbert-Huang Transform.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

ECG signal denoising and baseline wander correction based on the empirical mode decomposition.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2008

Binary-Output Weighted Median Filter for Binary Signals.

[BibT_eX]

Proceedings of the 2008 International Conference on Image Processing, 2008

Hybrid feature selection for gesture recognition using support vector machines.

[BibT_eX]

[DOI]

Yu Yuan

Proceedings of the IEEE International Conference on Acoustics, 2008

Weighted DCT coefficient based text detection.

[BibT_eX]

[DOI]

Su Lu

Proceedings of the IEEE International Conference on Acoustics, 2008

Empirical mode decomposition based interest point detector.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Generalized cauchy distribution based robust estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Infrared region classification using texture and model-based features.

[BibT_eX]

[DOI]

W. Brendan Blanton

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Meridian Filtering for Robust Signal Processing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Generalized Mean-Median Filtering for Robust Frequency-Selective Applications.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Myriad-Type Polynomial Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Rayleigh-Maximum-Likelihood Filtering for Speckle Reduction of Ultrasound Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

Polynomial Weighted Median Image Sequence Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2007

A Computationally Efficient Super-Resolution Algorithm for Video Processing Using Partition Filters.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2007

A Linear Phase Condition for Volterra Filters.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2007

Wavelet Packets Feasibility Study for the Design of an ECG Compressor.

[BibT_eX]

[DOI]

Juan Ignacio Godino-Llorente

Fernando Cruz-Roldán

IEEE Trans. Biomed. Eng., 2007

Super-Resolution Enhancement of Digital Video.

[BibT_eX]

[DOI]

Russell C. Hardie

Richard R. Schultz

EURASIP J. Adv. Signal Process., 2007

Texture-Based Infrared Image Segmentation by Combined Merging and Partitioning.

[BibT_eX]

[DOI]

W. Brendan Blanton

Proceedings of the International Conference on Image Processing, 2007

Optimal and Bidirectional optimal Empirical Mode Decomposition.

[BibT_eX]

[DOI]