Kenneth E. Barner

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 44

Top Venues

Publications

Samet Bayram, Kenneth E. Barner
GReAT: A Graph Regularized Adversarial Training Method. IEEE Access 12 (2024)
Abdalrahman Alblwi, Kenneth E. Barner
Ultrasound Image Segmentation via a Multi-scale Salient Network. AIME (2) (2024)
Zhang Guo, Vuthea Chheang, Jicheng Li, Kenneth E. Barner, Anjana Bhat, Roghayeh Barmaki
Social Visual Behavior Analytics for Autism Therapy of Children Based on Automated Mutual Gaze Detection. CoRR (2023)
Zhang Guo, Vuthea Chheang, Jicheng Li, Kenneth E. Barner, Anjana Bhat, Roghayeh Leila Barmaki
Social Visual Behavior Analytics for Autism Therapy of Children Based on Automated Mutual Gaze Detection. CHASE (2023)
Samet Bayram, Kenneth E. Barner
GReAT: A Graph Regularized Adversarial Training Method. CoRR (2023)
Jicheng Li, Vuthea Chheang, Pinar Kullu, Eli Brignac, Zhang Guo, Anjana Bhat, Kenneth E. Barner, Roghayeh Leila Barmaki
MMASD: A Multimodal Dataset for Autism Intervention Analysis. ICMI (2023)
Jicheng Li, Vuthea Chheang, Pinar Kullu, Eli Brignac, Zhang Guo, Kenneth E. Barner, Anjana Bhat, Roghayeh Leila Barmaki
MMASD: A Multimodal Dataset for Autism Intervention Analysis. CoRR (2023)
Juan Felipe Florez-Ospina, Daniel L. Lau, Dominique Guillot, Kenneth E. Barner, Gonzalo R. Arce
Smoothness on rank-order path graphs and its use in compressive spectral imaging with side information. Signal Process. 201 (2022)
Samet Bayram, Kenneth E. Barner
A Black-Box Attack on Optical Character Recognition Systems. CVMI (2022)
Samet Bayram, Kenneth E. Barner
A Black-Box Attack on Optical Character Recognition Systems. CoRR (2022)
Xinjie Lan, Samet Bayram, Kenneth E. Barner
An Information Theoretic Defense Algorithm against Adversarial Attacks on Deep Learning. AISS (2021)
Xinjie Lan, Kenneth E. Barner
A Probabilistic Representation of DNNs: Bridging Mutual Information and Generalization. CoRR (2021)
Abdalrahman Alblwi, Mohammed Baksh, Kenneth E. Barner
Bone Age Assessment Based on Salient Object Segmentation. IST (2021)
Xinjie Lan, Bin Zhu, Charles Boncelet, Kenneth E. Barner
Beyond the Bias Variance Trade-Off: A Mutual Information Trade-Off in Deep Learning. MLSP (2021)
Bin Zhu, Xinjie Lan, Xin Guo, Kenneth E. Barner, Charles Boncelet
Multi-rate Attention Based GRU Model for Engagement Prediction. ICMI (2020)
Xinjie Lan, Xin Guo, Kenneth E. Barner
PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons. CoRR (2020)
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks. CoRR (2020)
Xin Guo, Yu Tian, Qinghan Xue, Panos Lampropoulos, Steven Eliuk, Kenneth E. Barner, Xiaolong Wang
Continual Learning Long Short Term Memory. EMNLP (Findings) (2020)
Xinjie Lan, Kenneth E. Barner
A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability. CoRR (2020)
Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. WACV (2020)
Sergio Matiz, Kenneth E. Barner
Conformal prediction based active learning by linear regression optimization. Neurocomputing 388 (2020)
Sergio Matiz, Kenneth E. Barner
Inductive Conformal Predictor for Sparse Coding Classifiers: Applications to Image Classification. ICASSP (2019)
Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. CoRR (2019)
Xinjie Lan, Kenneth E. Barner
A Probabilistic Representation of Deep Learning. CoRR (2019)
Xin Guo, Luisa F. Polanía, Javier Garcia-Frías, Kenneth E. Barner
Social Relationship Recognition Based on A Hybrid Deep Neural Network. FG (2019)
Bin Zhu, Xin Guo, Kenneth E. Barner, Charles Boncelet
Automatic Group Cohesiveness Detection With Multi-modal Features. CoRR (2019)
Xinjie Lan, Kenneth E. Barner
Regularization Learning for Image Recognition. ICMLA (2019)
Sergio Matiz, Kenneth E. Barner
Inductive conformal predictor for convolutional neural networks: Applications to active learning for image classification. Pattern Recognit. 90 (2019)
Bin Zhu, Xin Guo, Kenneth E. Barner, Charles Boncelet
Automatic Group Cohesiveness Detection With Multi-modal Features. ICMI (2019)
Xinjie Lan, Kenneth E. Barner
Explicitly Bayesian Regularizations in Deep Learning. CoRR (2019)
Xinjie Lan, Kenneth E. Barner
From MRFS to CNNS: A novel image restoration method. CISS (2018)
Sherin M. Mathews, Chandra Kambhamettu, Kenneth E. Barner
A novel application of deep learning for single-lead ECG classification. Comput. Biol. Medicine 99 (2018)
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Smile detection in the wild based on transfer learning. CoRR (2018)
Xin Guo, Bin Zhu, Luisa F. Polanía, Charles Boncelet, Kenneth E. Barner
Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions. ICMI (2018)
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Smile Detection in the Wild Based on Transfer Learning. FG (2018)
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Group-level emotion recognition using deep models on image scene, faces, and skeletons. ICMI (2017)
Luisa F. Polanía, Kenneth E. Barner
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. CoRR (2017)
Sherin M. Mathews, Chandra Kambhamettu, Kenneth E. Barner
Centralized class specific dictionary learning for wearable sensors based physical activity recognition. CISS (2017)
Luisa F. Polanía, Kenneth E. Barner
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. IEEE Trans. Signal Process. 65 (17) (2017)
Xinjie Lan, Kenneth E. Barner
Field of experts: Optimal structured Bayesian compressed sensing. GlobalSIP (2017)
Sergio Matiz, Kenneth E. Barner
Label consistent recursive least squares dictionary learning for image classification. ICIP (2016)
Rafael E. Carrillo, Ana B. Ramirez, Gonzalo R. Arce, Kenneth E. Barner, Brian M. Sadler
Robust compressive sensing of sparse signals: a review. EURASIP J. Adv. Signal Process. 2016 (2016)
Cesar Duarte, Kenneth E. Barner, Keith W. Goossen
Design of IIR Multi-Notch Filters Based on Polynomially-Represented Squared Frequency Response. IEEE Trans. Signal Process. 64 (10) (2016)
Sherin M. Mathews, Chandra Kambhamettu, Kenneth E. Barner
Maximum Correntropy Based Dictionary Learning Framework for Physical Activity Recognition Using Wearable Sensors. ISVC (2) (2016)
Sherin M. Mathews, Chandra Kambhamettu, Kenneth E. Barner
"Am I your sibling?" Inferring kinship cues from facial image pairs. CISS (2015)
Hang Chang, Yin Zhou, Alexander Borowsky, Kenneth E. Barner, Paul T. Spellman, Bahram Parvin
Stacked Predictive Sparse Decomposition for Classification of Histology Sections. Int. J. Comput. Vis. 113 (1) (2015)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Yin Zhou, Hang Chang, Kenneth E. Barner, Bahram Parvin
Nuclei segmentation via sparsity constrained convolutional regression. ISBI (2015)
Ana B. Ramirez, Rafael E. Carrillo, Gonzalo R. Arce, Kenneth E. Barner, Brian M. Sadler
An overview of robust compressive sensing of sparse signals in impulsive noise. EUSIPCO (2015)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. CoRR (2014)
Yin Zhou, Hang Chang, Kenneth E. Barner, Paul T. Spellman, Bahram Parvin
Classification of Histology Sections via Multispectral Convolutional Sparse Coding. CVPR (2014)
Yang Yang, Xinqing Guo, Zhan Yu, Karl V. Steiner, Kenneth E. Barner, Thomas L. Bauer, Jingyi Yu
An Immersive Surgery Training System With Live Streaming Capability. MMVR (2014)
Luisa F. Polanía, Kenneth E. Barner
A weighted ℓ1 minimization algorithm for compressed sensing ECG. ICASSP (2014)
Xinqing Guo, Luis D. Lopez, Zhan Yu, Karl V. Steiner, Kenneth E. Barner, Thomas L. Bauer, Jingyi Yu
A Portable Immersive Surgery Training System Using RGB-D Sensors. MMVR (2013)
Yin Zhou, Kenneth E. Barner
Locality Constrained Dictionary Learning for Nonlinear Dimensionality Reduction. IEEE Signal Process. Lett. 20 (4) (2013)
Yin Zhou, Jinglun Gao, Kenneth E. Barner
Locality preserving KSVD for nonlinear manifold learning. ICASSP (2013)
Yin Zhou, Kai Liu, Jinglun Gao, Kenneth E. Barner, Fouad E. Kiamilev
High-speed structured light scanning system and 3D gestural point cloud recognition. CISS (2013)
Rafael E. Carrillo, Kenneth E. Barner
Lorentzian Iterative Hard Thresholding: Robust Compressed Sensing With Prior Information. IEEE Trans. Signal Process. 61 (19) (2013)
Rafael E. Carrillo, Kenneth E. Barner
Lorentzian Iterative Hard Thresholding: Robust Compressed Sensing with Prior Information. CoRR (2013)
Yin Zhou, Kai Liu, Kenneth E. Barner
Non-rigid 3D shape recognition via dictionary learning. ICASSP (2013)
Yin Zhou, Kai Liu, Rafael E. Carrillo, Kenneth E. Barner, Fouad E. Kiamilev
Kernel-based sparse representation for gesture recognition. Pattern Recognit. 46 (12) (2013)
Rui Hu, Kenneth E. Barner, Karl V. Steiner
An Accelerated Haptic Feedback Algorithm Utilizing Volume Reconstruction. MMVR (2012)
Jinglun Gao, Yin Zhou, Kenneth E. Barner
View: Visual Information Extraction Widget for improving chart images accessibility. ICIP (2012)
Rui Hu, Kenneth E. Barner, Jingyi Yu, Karl V. Steiner
A Non-Photorealistic Surgery Simulation System. MMVR (2012)
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner
Iterative hard thresholding for compressed sensing with partially known support. ICASSP (2011)
Rui Hu, Kenneth E. Barner, Karl V. Steiner
A Generalized Haptic Feedback Approach for Arbitrarily Shaped Objects. MMVR (2011)
Rafael E. Carrillo, Kenneth E. Barner
Lorentzian based iterative hard thresholding for compressed sensing. ICASSP (2011)
Rui Hu, Kenneth E. Barner, Karl V. Steiner
On accelerating a volume-based haptic feedback algorithm. VR (2011)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Matrix completion based ECG compression. EMBC (2011)
Eric Wickstrom, Chang-Po Chen, Devakumar Devadhas, Matthew Wampole, Yuan-Yuan Jin, Jeffrey M. Sanders, John C. Kairys, Martha L. Ankeny, Rui Hu, Kenneth E. Barner, Karl V. Steiner, Mathew L. Thakur
Three Dimensional Projection Environment for Molecular Design and Surgical Simulation. MMVR (2011)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Compressed sensing based method for ECG compression. ICASSP (2011)
Manuel Blanco-Velasco, Fernando Cruz-Roldán, Juan Ignacio Godino-Llorente, Kenneth E. Barner
Nonlinear Trend Estimation of the Ventricular Repolarization Segment for T-Wave Alternans Detection. IEEE Trans. Biomed. Eng. 57 (10) (2010)
Tuncer C. Aysal, Kenneth E. Barner
Convergence of consensus models with stochastic disturbances. IEEE Trans. Inf. Theory 56 (8) (2010)
Inaki Esnaola, Rafael E. Carrillo, Javier Garcia-Frías, Kenneth E. Barner
Orthogonal Matching Pursuit based recovery for correlated sources with partially disjoint supports. CISS (2010)
Rafael E. Carrillo, Kenneth E. Barner, Tuncer C. Aysal
Robust Sampling and Reconstruction Methods for Sparse Signals in the Presence of Impulsive Noise. IEEE J. Sel. Top. Signal Process. 4 (2) (2010)
Jinglun Gao, Rafael E. Carrillo, Kenneth E. Barner
Image categorization for improving accessibility to information graphics. ASSETS (2010)
Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner
Bayesian compressed sensing using generalized Cauchy priors. ICASSP (2010)
Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner
A Generalized Cauchy Distribution Framework for Problems Requiring Robust Behavior. EURASIP J. Adv. Signal Process. 2010 (2010)
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner
Iterative algorithms for compressed sensing with partially known support. ICASSP (2010)
Mehmet E. Yildiz, Tuncer C. Aysal, Kenneth E. Barner
In-network cooperative spectrum sensing. EUSIPCO (2009)
Sharif M. A. Bhuiyan, Nii O. Attoh-Okine, Kenneth E. Barner, Albert Y. Ayenu-Prah, Reza R. Adhami
Bidimensional Empirical Mode Decomposition Using Various Interpolation Techniques. Adv. Data Sci. Adapt. Anal. 1 (2) (2009)
Jinglun Gao, Rafael E. Carrillo, Kenneth E. Barner
LLp metric based robust clustering. CISS (2009)
Tuncer C. Aysal, Kenneth E. Barner
On the Convergence of Perturbed Non-Stationary Consensus Algorithms. INFOCOM (2009)
Rafael E. Carrillo, Kenneth E. Barner
Iteratively re-weighted least squares for sparse signal reconstruction from noisy measurements. CISS (2009)
Rafael E. Carrillo, Kenneth E. Barner, Tuncer C. Aysal
Robust sampling and reconstruction methods for compressed sensing. ICASSP (2009)
Yu Yuan, Kenneth E. Barner
Hybrid feature selection for gesture recognition using support vector machines. ICASSP (2008)
Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner
Generalized cauchy distribution based robust estimation. ICASSP (2008)
Ramu Pedada, Yuzhong Shen, Jiang Li, Kenneth E. Barner
Binary-Output Weighted Median Filter for Binary Signals. IPCV (2008)
Nii O. Attoh-Okine, Kenneth E. Barner, Daniel E. Bentil, Ray Ruichong Zhang
The Empirical Mode Decomposition and the Hilbert-Huang Transform. EURASIP J. Adv. Signal Process. 2008 (2008)
Jesmin F. Khan, Reza R. Adhami, Sharif M. A. Bhuiyan, Kenneth E. Barner
Empirical mode decomposition based interest point detector. ICASSP (2008)
Tuncer C. Aysal, Kenneth E. Barner
Constrained Decentralized Estimation Over Noisy Channels for Sensor Networks. IEEE Trans. Signal Process. 56 (4) (2008)
W. Brendan Blanton, Kenneth E. Barner
Infrared region classification using texture and model-based features. ICASSP (2008)
Manuel Blanco-Velasco, Fernando Cruz-Roldán, Eduardo Moreno-Martínez, Juan Ignacio Godino-Llorente, Kenneth E. Barner
Embedded filter bank-based algorithm for ECG compression. Signal Process. 88 (6) (2008)
Manuel Blanco-Velasco, Binwei Weng, Kenneth E. Barner
ECG signal denoising and baseline wander correction based on the empirical mode decomposition. Comput. Biol. Medicine 38 (1) (2008)
Su Lu, Kenneth E. Barner
Weighted DCT coefficient based text detection. ICASSP (2008)
Binwei Weng, Kenneth E. Barner
Optimal Signal Reconstruction Using the Empirical Mode Decomposition. EURASIP J. Adv. Signal Process. 2008 (2008)
Tuncer C. Aysal, Kenneth E. Barner
Blind decentralized estimation for bandwidth constrained wireless sensor networks. IEEE Trans. Wirel. Commun. 7 (5-1) (2008)
Tuncer C. Aysal, Kenneth E. Barner
Sensor Data Cryptography in Wireless Sensor Networks. IEEE Trans. Inf. Forensics Secur. 3 (2) (2008)
Jesmin Farzana Khan, Kenneth E. Barner, Reza R. Adhami
Feature Point Detection Utilizing the Empirical Mode Decomposition. EURASIP J. Adv. Signal Process. 2008 (2008)
Tuncer C. Aysal, Kenneth E. Barner
Decentralized Estimation for Bandwidth Constrained Sensor Networks in Clustered Environments. ICASSP (3) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kenneth E. Barner