Edgar A. Bernal

According to our database, Edgar A. Bernal authored at least 39 papers between 2012 and 2023.

Collaborative distances:

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

2023

Machine learning the real discriminant locus.

Edgar A. Bernal, Jonathan D. Hauenstein, Dhagash Mehta, Margaret H. Regan, Tingting Tang

J. Symb. Comput., 2023

Manifold Regularization for Memory-Efficient Training of Deep Neural Networks.

Shadi Sartipi, Edgar A. Bernal

CoRR, 2023

2022

Computer vision-based classification of schizophrenia patients from retinal imagery.

Diana Joseph, Adriann Lai, Steven M. Silverstein, Rajeev S. Ramchandran, Edgar A. Bernal

Proceedings of the Image Processing: Algorithms and Systems XX, 2022

2021

Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization.

Edgar A. Bernal

CoRR, 2021

Breast Cancer Tissue Sub-Region Classification from Second Harmonic Generation Imagery via Machine Learning.

Wencheng Wu, Beilei Xu, Edgar A. Bernal, Robert L. Hill, Danielle Desa, Edward B. Brown

Proceedings of the Image Processing: Algorithms and Systems XIX, 2021

Training Deep Generative Models in Highly Incomplete Data Scenarios With Prior Regularization.

Edgar A. Bernal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

McFlow: Monte Carlo Flow Models for Data Imputation.

Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Coupling Deep Discriminative and Generative Models for Reactive Robot Planning in Human-Robot Collaboration.

Olusegun Oshin, Edgar A. Bernal, Binu M. Nair, Jerry Ding, Richa Varma, Richard W. Osborne, Eddie Tunstel, Francesca Stramandinoli

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Foreground-Aware Statistical Models for Background Estimation.

Edgar A. Bernal, Qun Li

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2019, 2019

Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping.

Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis.

Lei Lin, Beilei Xu, Wencheng Wu, Trevor W. Richardson, Edgar A. Bernal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Surrogate Contrastive Network for Supervised Band Selection in Multispectral Computer Vision Tasks.

Edgar A. Bernal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Deep Temporal Multimodal Fusion for Medical Procedure Monitoring Using Wearable Sensors.

Edgar A. Bernal, Xitong Yang, Qun Li, Jayant Kumar, Sriganesh Madhvanath, Palghat Ramesh, Raja Bala

IEEE Trans. Multim., 2018

Towards Robust Deep Neural Networks.

Timothy E. Wang, Jack Gu, Dhagash Mehta, Xiaojun Zhao, Edgar A. Bernal

CoRR, 2018

The Loss Surface of XOR Artificial Neural Networks.

Dhagash Mehta, Xiaojun Zhao, Edgar A. Bernal, David J. Wales

CoRR, 2018

Generative Adversarial Networks for Depth Map Estimation From RGB Video.

Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Tensorial compressive sensing of jointly sparse matrices with applications to color imaging.

Edgar A. Bernal, Qun Li

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Multimodal Representation Learning from Temporal Data.

Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

An Algorithm for Parallel Reconstruction of Jointly Sparse Tensors with Applications to Hyperspectral Imaging.

Qun Li, Edgar A. Bernal

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Hybrid tenso-vectorial compressive sensing for hyperspectral imaging.

Qun Li, Edgar A. Bernal

J. Electronic Imaging, 2016

Scene-independent feature- and classifier-based vehicle headlight and shadow removal in video sequences.

Qun Li, Edgar A. Bernal, Matthew Shreve, Robert P. Loce

Proceedings of the 2016 IEEE Winter Applications of Computer Vision Workshops, 2016

Model-less and model-based computationally efficient motion estimation for video compression in transportation applications.

Edgar A. Bernal, Qun Li, Orhan Bulan, Wencheng Wu, Stuart Schweid

Proceedings of the 2016 IEEE Winter Applications of Computer Vision Workshops, 2016

A study on the discriminability of facs from spontaneous facial expressions.

Matthew Shreve, Edgar A. Bernal, Qun Li, Jayant Kumar, Raja Bala

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

2015

Static Occlusion Detection and Handling in Transportation Videos.

Matthew Shreve, Edgar A. Bernal, Qun Li, Robert P. Loce

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Hybrid vectorial and tensorial Compressive Sensing for hyperspectral imaging.

Edgar A. Bernal, Qun Li

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

On-the-fly hand detection training with application in egocentric action recognition.

Jayant Kumar, Qun Li, Survi Kyal, Edgar A. Bernal, Raja Bala

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014

Parametrically controlled stochastically seeded clustered halftones: design strategies and applications.

Edgar A. Bernal, Robert P. Loce, Shen-Ge Wang, Zhigang Fan

J. Electronic Imaging, 2014

Two algorithms for compressed sensing of sparse tensors.

Shmuel Friedland, Qun Li, Dan Schonfeld, Edgar A. Bernal

CoRR, 2014

Estimating Gaze Direction of Vehicle Drivers Using a Smartphone Camera.

Meng-Che Chuang, Raja Bala, Edgar A. Bernal, Peter Paul, Aaron Burry

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

Non contact monitoring of respiratory function via depth sensing.

Edgar A. Bernal, Lalit K. Mestha, Eribaweimon Shilla

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

Computer vision in roadway transportation systems: a survey.

Robert P. Loce, Edgar A. Bernal, Wencheng Wu, Raja Bala

J. Electronic Imaging, 2013

Video-based real-time on-street parking occupancy detection system.

Orhan Bulan, Robert P. Loce, Wencheng Wu, YaoRong Wang, Edgar A. Bernal, Zhigang Fan

J. Electronic Imaging, 2013

Efficient processing of transportation surveillance videos in the compressed domain.

Orhan Bulan, Edgar A. Bernal, Robert P. Loce

J. Electronic Imaging, 2013

Parking lot occupancy determination from lamp-post camera images.

Diana L. Delibaltov, Wencheng Wu, Robert P. Loce, Edgar A. Bernal

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Monocular vision-based vehicular speed estimation from compressed video streams.

Edgar A. Bernal, Wencheng Wu, Orhan Bulan, Robert P. Loce

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Vehicle-triggered video compression/decompression for fast and efficient searching in large video databases.

Orhan Bulan, Edgar A. Bernal, Robert P. Loce, Wencheng Wu

Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

2012

Survey of computer vision in roadway transportation systems.

Natesh Manikoth, Robert P. Loce, Edgar A. Bernal, Wencheng Wu

Proceedings of the Visual Information Processing and Communication III, 2012

Tire classification from still images and video.

Orhan Bulan, Edgar A. Bernal, Robert P. Loce, Wencheng Wu

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Parametrically controlled, stochastically seeded clustered halftones.

Edgar A. Bernal, Shen-Ge Wang, Robert P. Loce

Proceedings of the Color Imaging XVII: Displaying, 2012