Edgar A. Bernal

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 27

Top Topics

Video Compression

Incomplete Data

Hyperspectral Imaging

Top Venues

J. Electronic Imaging

Publications

Edgar A. Bernal, Jonathan D. Hauenstein, Dhagash Mehta, Margaret H. Regan, Tingting Tang
Machine learning the real discriminant locus. J. Symb. Comput. 115 (2023)
Shadi Sartipi, Edgar A. Bernal
Manifold Regularization for Memory-Efficient Training of Deep Neural Networks. CoRR (2023)
Diana Joseph, Adriann Lai, Steven M. Silverstein, Rajeev S. Ramchandran, Edgar A. Bernal
Computer vision-based classification of schizophrenia patients from retinal imagery. Image Processing: Algorithms and Systems (2022)
Edgar A. Bernal
Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization. CoRR (2021)
Wencheng Wu, Beilei Xu, Edgar A. Bernal, Robert L. Hill, Danielle Desa, Edward B. Brown
Breast Cancer Tissue Sub-Region Classification from Second Harmonic Generation Imagery via Machine Learning. Image Processing: Algorithms and Systems (2021)
Edgar A. Bernal
Training Deep Generative Models in Highly Incomplete Data Scenarios With Prior Regularization. CVPR Workshops (2021)
Edgar A. Bernal, Jonathan D. Hauenstein, Dhagash Mehta, Margaret H. Regan, Tingting Tang
Machine learning the real discriminant locus. CoRR (2020)
Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal
MCFlow: Monte Carlo Flow Models for Data Imputation. CoRR (2020)
Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal
McFlow: Monte Carlo Flow Models for Data Imputation. CVPR (2020)
Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal
Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping. CVPR Workshops (2019)
Edgar A. Bernal, Qun Li
Foreground-Aware Statistical Models for Background Estimation. IRIACV (2019)
Lei Lin, Beilei Xu, Wencheng Wu, Trevor W. Richardson, Edgar A. Bernal
Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis. CVPR Workshops (2019)
Olusegun Oshin, Edgar A. Bernal, Binu M. Nair, Jerry Ding, Richa Varma, Richard W. Osborne, Eddie Tunstel, Francesca Stramandinoli
Coupling Deep Discriminative and Generative Models for Reactive Robot Planning in Human-Robot Collaboration. SMC (2019)
Edgar A. Bernal
Surrogate Contrastive Network for Supervised Band Selection in Multispectral Computer Vision Tasks. CVPR Workshops (2019)
Lei Lin, Beilei Xu, Wencheng Wu, Trevor W. Richardson, Edgar A. Bernal
Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis. CoRR (2019)
Timothy E. Wang, Jack Gu, Dhagash Mehta, Xiaojun Zhao, Edgar A. Bernal
Towards Robust Deep Neural Networks. CoRR (2018)
Edgar A. Bernal, Xitong Yang, Qun Li, Jayant Kumar, Sriganesh Madhvanath, Palghat Ramesh, Raja Bala
Deep Temporal Multimodal Fusion for Medical Procedure Monitoring Using Wearable Sensors. IEEE Trans. Multim. 20 (1) (2018)
Dhagash Mehta, Xiaojun Zhao, Edgar A. Bernal, David J. Wales
The Loss Surface of XOR Artificial Neural Networks. CoRR (2018)
Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal
Generative Adversarial Networks for Depth Map Estimation From RGB Video. CVPR Workshops (2018)
Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo
Deep Multimodal Representation Learning from Temporal Data. CoRR (2017)
Edgar A. Bernal, Qun Li
Tensorial compressive sensing of jointly sparse matrices with applications to color imaging. ICIP (2017)
Qun Li, Edgar A. Bernal
An Algorithm for Parallel Reconstruction of Jointly Sparse Tensors with Applications to Hyperspectral Imaging. CVPR Workshops (2017)
Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo
Deep Multimodal Representation Learning from Temporal Data. CVPR (2017)
Qun Li, Edgar A. Bernal
Hybrid tenso-vectorial compressive sensing for hyperspectral imaging. J. Electronic Imaging 25 (3) (2016)
Qun Li, Edgar A. Bernal, Matthew Shreve, Robert P. Loce
Scene-independent feature- and classifier-based vehicle headlight and shadow removal in video sequences. WACV Workshops (2016)
Edgar A. Bernal, Qun Li, Orhan Bulan, Wencheng Wu, Stuart Schweid
Model-less and model-based computationally efficient motion estimation for video compression in transportation applications. WACV Workshops (2016)
Matthew Shreve, Edgar A. Bernal, Qun Li, Jayant Kumar, Raja Bala
A study on the discriminability of facs from spontaneous facial expressions. ICIP (2016)
Matthew Shreve, Edgar A. Bernal, Qun Li, Robert P. Loce
Static Occlusion Detection and Handling in Transportation Videos. ITSC (2015)
Edgar A. Bernal, Qun Li
Hybrid vectorial and tensorial Compressive Sensing for hyperspectral imaging. ICASSP (2015)
Jayant Kumar, Qun Li, Survi Kyal, Edgar A. Bernal, Raja Bala
On-the-fly hand detection training with application in egocentric action recognition. CVPR Workshops (2015)
Shmuel Friedland, Qun Li, Dan Schonfeld, Edgar A. Bernal
Two algorithms for compressed sensing of sparse tensors. CoRR (2014)
Meng-Che Chuang, Raja Bala, Edgar A. Bernal, Peter Paul, Aaron Burry
Estimating Gaze Direction of Vehicle Drivers Using a Smartphone Camera. CVPR Workshops (2014)
Edgar A. Bernal, Lalit K. Mestha, Eribaweimon Shilla
Non contact monitoring of respiratory function via depth sensing. BHI (2014)
Edgar A. Bernal, Robert P. Loce, Shen-Ge Wang, Zhigang Fan
Parametrically controlled stochastically seeded clustered halftones: design strategies and applications. J. Electronic Imaging 23 (1) (2014)
Orhan Bulan, Edgar A. Bernal, Robert P. Loce
Efficient processing of transportation surveillance videos in the compressed domain. J. Electronic Imaging 22 (4) (2013)
Diana L. Delibaltov, Wencheng Wu, Robert P. Loce, Edgar A. Bernal
Parking lot occupancy determination from lamp-post camera images. ITSC (2013)
Edgar A. Bernal, Wencheng Wu, Orhan Bulan, Robert P. Loce
Monocular vision-based vehicular speed estimation from compressed video streams. ITSC (2013)
Robert P. Loce, Edgar A. Bernal, Wencheng Wu, Raja Bala
Computer vision in roadway transportation systems: a survey. J. Electronic Imaging 22 (4) (2013)
Orhan Bulan, Edgar A. Bernal, Robert P. Loce, Wencheng Wu
Vehicle-triggered video compression/decompression for fast and efficient searching in large video databases. Video Surveillance and Transportation Imaging Applications (2013)
Orhan Bulan, Robert P. Loce, Wencheng Wu, YaoRong Wang, Edgar A. Bernal, Zhigang Fan
Video-based real-time on-street parking occupancy detection system. J. Electronic Imaging 22 (4) (2013)
Edgar A. Bernal, Shen-Ge Wang, Robert P. Loce
Parametrically controlled, stochastically seeded clustered halftones. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2012)
Natesh Manikoth, Robert P. Loce, Edgar A. Bernal, Wencheng Wu
Survey of computer vision in roadway transportation systems. Visual Information Processing and Communication (2012)
Orhan Bulan, Edgar A. Bernal, Robert P. Loce, Wencheng Wu
Tire classification from still images and video. ITSC (2012)