| 2025 | CAIP | AnthroFormer3D: Automating 3D Body Measurement Extraction via Vision Transformers Using a Novel Dataset. | Mohammad Baksh, Muhammad Mohsin Zafar, Kenneth E. Barner |
| 2025 | ICMLA | Feature Orthogonalization via Contrastive Upper-bound Separation for Domain Generalization. | Noaman Mehmood, Kenneth E. Barner |
| 2024 | AIME | Ultrasound Image Segmentation via a Multi-scale Salient Network. | Abdalrahman Alblwi, Kenneth E. Barner |
| 2024 | ICCCN | Improving Android Malware Detection with Entropy Bytecode-to-Image Encoding Framework. | Saleh J. Makkawy, Abdalrahman Alblwi, Michael J. De Lucia, Kenneth E. Barner |
| 2024 | ISPR | Ensemble Learning with Mixup Style for Ultrasound Image Classification. | Abdalrahman Alblwi, Kenneth E. Barner |
| 2023 | CHASE | Social Visual Behavior Analytics for Autism Therapy of Children Based on Automated Mutual Gaze Detection. | Zhang Guo, Vuthea Chheang, Jicheng Li, Kenneth E. Barner, Anjana Bhat, Roghayeh Leila Barmaki |
| 2023 | ICMI | MMASD: A Multimodal Dataset for Autism Intervention Analysis. | Jicheng Li, Vuthea Chheang, Pinar Kullu, Eli Brignac, Zhang Guo, Anjana Bhat, Kenneth E. Barner, Roghayeh Leila Barmaki |
| 2020 | EMNLP | Continual Learning Long Short Term Memory. | Xin Guo, Yu Tian, Qinghan Xue, Panos Lampropoulos, Steven Eliuk, Kenneth E. Barner, Xiaolong Wang |
| 2020 | ICMI | Multi-rate Attention Based GRU Model for Engagement Prediction. | Bin Zhu, Xinjie Lan, Xin Guo, Kenneth E. Barner, Charles Boncelet |
| 2020 | WACV | Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. | Xin Guo, Luisa F. Polana, Bin Zhu, Charles Boncelet, Kenneth E. Barner |
| 2019 | ICASSP | Inductive Conformal Predictor for Sparse Coding Classifiers: Applications to Image Classification. | Sergio Matiz, Kenneth E. Barner |
| 2019 | ICMI | Automatic Group Cohesiveness Detection With Multi-modal Features. | Bin Zhu, Xin Guo, Kenneth E. Barner, Charles Boncelet |
| 2019 | ICMLA | Regularization Learning for Image Recognition. | Xinjie Lan, Kenneth E. Barner |
| 2018 | CISS | From MRFS to CNNS: A novel image restoration method. | Xinjie Lan, Kenneth E. Barner |
| 2018 | ICMI | Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions. | Xin Guo, Bin Zhu, Luisa F. Polana, Charles Boncelet, Kenneth E. Barner |
| 2017 | CISS | Centralized class specific dictionary learning for wearable sensors based physical activity recognition. | Sherin M. Mathews, Chandra Kambhamettu, Kenneth E. Barner |
| 2017 | ICMI | Group-level emotion recognition using deep models on image scene, faces, and skeletons. | Xin Guo, Luisa F. Polana, Kenneth E. Barner |
| 2016 | ICIP | Label consistent recursive least squares dictionary learning for image classification. | Sergio Matiz, Kenneth E. Barner |
| 2016 | ISVC | Maximum Correntropy Based Dictionary Learning Framework for Physical Activity Recognition Using Wearable Sensors. | Sherin M. Mathews, Chandra Kambhamettu, Kenneth E. Barner |
| 2015 | CISS | "Am I your sibling?" Inferring kinship cues from facial image pairs. | Sherin M. Mathews, Chandra Kambhamettu, Kenneth E. Barner |
| 2014 | CVPR | Classification of Histology Sections via Multispectral Convolutional Sparse Coding. | Yin Zhou, Hang Chang, Kenneth E. Barner, Paul T. Spellman, Bahram Parvin |
| 2014 | ICASSP | A weighted ℓ1 minimization algorithm for compressed sensing ECG. | Luisa F. Polana, Kenneth E. Barner |
| 2013 | CISS | High-speed structured light scanning system and 3D gestural point cloud recognition. | Yin Zhou, Kai Liu, Jinglun Gao, Kenneth E. Barner, Fouad E. Kiamilev |
| 2013 | ICASSP | Locality preserving KSVD for nonlinear manifold learning. | Yin Zhou, Jinglun Gao, Kenneth E. Barner |
| 2013 | ICASSP | Non-rigid 3D shape recognition via dictionary learning. | Yin Zhou, Kai Liu, Kenneth E. Barner |
| 2012 | ICIP | View: Visual Information Extraction Widget for improving chart images accessibility. | Jinglun Gao, Yin Zhou, Kenneth E. Barner |
| 2011 | ICASSP | Lorentzian based iterative hard thresholding for compressed sensing. | Rafael E. Carrillo, Kenneth E. Barner |
| 2011 | ICASSP | Iterative hard thresholding for compressed sensing with partially known support. | Rafael E. Carrillo, Luisa F. Polana, Kenneth E. Barner |
| 2011 | ICASSP | Compressed sensing based method for ECG compression. | Luisa F. Polana, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner |
| 2011 | VR | On accelerating a volume-based haptic feedback algorithm. | Rui Hu, Kenneth E. Barner, Karl V. Steiner |
| 2010 | ASSETS | Image categorization for improving accessibility to information graphics. | Jinglun Gao, Rafael E. Carrillo, Kenneth E. Barner |
| 2010 | CISS | Orthogonal Matching Pursuit based recovery for correlated sources with partially disjoint supports. | Inaki Esnaola, Rafael E. Carrillo, Javier Garcia-Fras, Kenneth E. Barner |
| 2010 | ICASSP | Bayesian compressed sensing using generalized Cauchy priors. | Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner |
| 2010 | ICASSP | Iterative algorithms for compressed sensing with partially known support. | Rafael E. Carrillo, Luisa F. Polana, Kenneth E. Barner |
| 2009 | CISS | Iteratively re-weighted least squares for sparse signal reconstruction from noisy measurements. | Rafael E. Carrillo, Kenneth E. Barner |
| 2009 | CISS | LLp metric based robust clustering. | Jinglun Gao, Rafael E. Carrillo, Kenneth E. Barner |
| 2009 | ICASSP | Robust sampling and reconstruction methods for compressed sensing. | Rafael E. Carrillo, Kenneth E. Barner, Tuncer C. Aysal |
| 2009 | INFOCOM | On the Convergence of Perturbed Non-Stationary Consensus Algorithms. | Tuncer C. Aysal, Kenneth E. Barner |
| 2008 | ICASSP | Infrared region classification using texture and model-based features. | W. Brendan Blanton, Kenneth E. Barner |
| 2008 | ICASSP | Generalized cauchy distribution based robust estimation. | Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner |
| 2008 | ICASSP | Empirical mode decomposition based interest point detector. | Jesmin F. Khan, Reza R. Adhami, Sharif M. A. Bhuiyan, Kenneth E. Barner |
| 2008 | ICASSP | Weighted DCT coefficient based text detection. | Su Lu, Kenneth E. Barner |
| 2008 | ICASSP | Hybrid feature selection for gesture recognition using support vector machines. | Yu Yuan, Kenneth E. Barner |
| 2007 | ICASSP | Decentralized Estimation for Bandwidth Constrained Sensor Networks in Clustered Environments. | Tuncer C. Aysal, Kenneth E. Barner |
| 2007 | ICASSP | Robust Meridian Filtering. | Tuncer C. Aysal, Kenneth E. Barner |
| 2007 | ICASSP | Decentralized Estimation Over Noisy Channels for Bandwidth-Constrained Sensor Networks. | Tuncer C. Aysal, Kenneth E. Barner |
| 2007 | ICASSP | Blind Decentralized Estimation for Bandwidth Constrained Sensor Networks. | Tuncer C. Aysal, Kenneth E. Barner |
| 2007 | ICASSP | Optimal and Bidirectional optimal Empirical Mode Decomposition. | Binwei Weng, Kenneth E. Barner |
| 2007 | ICIP | Texture-Based Infrared Image Segmentation by Combined Merging and Partitioning. | W. Brendan Blanton, Kenneth E. Barner |
| 2006 | CISS | Robust Frequency - Selective Filtering Using Weighted Sum - Median Filters. | Tuncer Can Aysal, Kenneth E. Barner |
| 2006 | CISS | Robust Polynomial Filters for Impulsive Environments. | Tuncer Can Aysal, Kenneth E. Barner |
| 2006 | CISS | Time-Varying Volterra System Identification Using Kalman Filtering. | Binwei Weng, Kenneth E. Barner |
| 2006 | CISS | An Active Shape Model Based Tactile Hand Shape Recognition with Support Vector Machines. | Yu Yuan, Kenneth E. Barner |
| 2006 | ICIP | Despeckling Utilizing M-Estimators. | Tuncer C. Aysal, Kenneth E. Barner |
| 2006 | ICIP | Polynomial Weighted Median Predictors for Image Sequences. | Binwei Weng, Tuncer C. Aysal, Kenneth E. Barner |
| 2006 | ICIP | Color Image Segmentation Using Watersheds and Joint Homogeneity-Edge Integrity Region Merging Criteria. | Yu Yuan, Kenneth E. Barner |
| 2005 | ASSETS | Accuracy and frequency analysis of multitouch interfaces for individuals with Parkinsonian and essential hand tremor. | Eric J. Frett, Kenneth E. Barner |
| 2005 | ASSETS | Automatic production of tactile graphics from scalable vector graphics. | Stephen E. Krufka, Kenneth E. Barner |
| 2005 | ICASSP | Polynomial weighted median filtering. | Kenneth E. Barner, Tuncer C. Aysal |
| 2005 | ICASSP | Wavelet Domain Partition-Based Image Denoising. | Il Ryeol Kim, Kenneth E. Barner |
| 2005 | ICASSP | Subspace Partition Weighted Sum Filters for Image Deconvolution. | Yong Lin, Russell C. Hardie, Kenneth E. Barner |
| 2005 | ICASSP | Fast adaptive fuzzy post-filtering for coding artifacts removal in interlaced video. | Yao Nie, Hao-Song Kong, Anthony Vetro, Huifang Sun, Kenneth E. Barner |
| 2005 | ICASSP | Robust frequency estimation based on trimmed correlation in impulsive environments. | Binwei Weng, Kenneth E. Barner |
| 2005 | ICASSP | Tactile gesture recognition for people with disabilities. | Yu Yuan, Ying Liu, Kenneth E. Barner |
| 2005 | NPC | Performance Modelling and Optimization of Memory Access on Cellular Computer Architecture Cyclops64. | Yanwei Niu, Ziang Hu, Kenneth E. Barner, Guang R. Gao |
| 2005 | SIGGRAPH | A spring-net deformable model for surgery simulation with haptic feedback. | Pei Chen, Kenneth E. Barner, Karl V. Steiner |
| 2004 | ICASSP | Median RED algorithm for congestion control. | Gonzalo R. Arce, Kenneth E. Barner, Liangping Ma |
| 2004 | ICASSP | Fuzzy LUM filters [image denoising/enhancement applications]. | Yao Nie, Kenneth E. Barner |
| 2004 | ICASSP | Fast optimization of weighted vector median filters. | Yuzhong Shen, Kenneth E. Barner |
| 2004 | ICIP | Adaptive fuzzy post-filtering for highly compressed video. | Hao-Song Kong, Yao Nie, Anthony Vetro, Huifang Sun, Kenneth E. Barner |
| 2003 | ICIP | Fuzzy transformation and its applications. | Yao Nie, Kenneth E. Barner |
| 2002 | ICASSP | Fuzzy weighted median filters. | Yao Nie, Kenneth E. Barner |
| 2000 | ASSETS | Tactile imaging using watershed-based image segmentation. | Sergio E. Hernandez, Kenneth E. Barner |
| 2000 | ICIP | Multiresolution Permutation Filters Based on Decision Trees. | Marcela D. Aguirre, Kenneth E. Barner |
| 2000 | ICIP | Joint Region Merging Criteria for Watershed-Based Image Segmentation. | Sergio E. Hernandez, Kenneth E. Barner |
| 2000 | ICIP | Nonlinear Image Interpolation Through Extended Permutation Filters. | Deva Ramanan, Kenneth E. Barner |
| 1998 | ICIP | Wavelet-based Multiresolution Edge Detection Utilizing Gray Level Edge Maps. | Junaid I. Siddique, Kenneth E. Barner |
| 1997 | ICASSP | Affine order statistic filters: a data-adaptive filtering framework for nonstationary signals. | Alexander Flaig, Gonzalo R. Arce, Kenneth E. Barner |
| 1997 | MMSP | Region of interest priority coding for sign language videoconferencing. | Richard P. Schumeyer, Edwin A. Heredia, Kenneth E. Barner |
| 1996 | Interspeech | Nonlinear estimation of DEGG signals with applications to speech pitch detection. | Kenneth E. Barner |
| 1996 | Interspeech | The effect of visual information on word initial consonant perception of dysarthric speech. | Richard P. Schumeyer, Kenneth E. Barner |
| 1995 | ICASSP | Extended permutation filters and their application to edge enhancement. | Russell C. Hardie, Kenneth E. Barner |
| 1995 | ICASSP | Partition-based adaptive estimation of single response evoked potentials. | Ahmad M. Sarhan, Russell C. Hardie, Kenneth E. Barner |
| 1995 | ICIP | Extended permutation filters and their application to image edge enhancement. | Kenneth E. Barner, Russell C. Hardie |
| 1991 | ICASSP | C-stack filters. | Kenneth E. Barner |