R. Ward

Most-cited papers

Image Fusion With Convolutional Sparse Representation
Yu Liu, Xun Chen, R. Ward, Z. J. Wang
2016IEEE Signal Processing Letters892 citations
Semantic Scholar
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval
Hamid Palangi, L. Deng, Ye-Long Shen, Jianfeng Gao +4 more
2015IEEE/ACM Transactions on Audio Speech and Language Processing871 citations Open access
Semantic Scholar
Deep learning for pixel-level image fusion: Recent advances and future prospects
Yu Liu, Xun Chen, Zeng-Fu Wang, Z. Wang +2 more
2018Information Fusion671 citations
Semantic Scholar
Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals.
Ramy Hussein, Hamid Palangi, R. Ward, Z. Wang
2019Clinical Neurophysiology246 citations
Semantic Scholar
Video-Based Heart Rate Measurement: Recent Advances and Future Prospects
Xun Chen, Juan Cheng, Ren-Cheng Song, Yu Liu +2 more
2019IEEE Transactions on Instrumentation and Measurement184 citations
Semantic Scholar
Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals
Anupriya Gogna, A. Majumdar, R. Ward
2017IEEE Transactions on Biomedical Engineering145 citations Open access
Semantic Scholar
Multi-view 3D Reconstruction with Transformers
Dan Wang, Xinrui Cui, Xun Chen, Zhengxia Zou +4 more
2021IEEE International Conference on Computer Vision120 citations
Semantic Scholar
Epileptic Seizure Detection: A Deep Learning Approach
Ramy Hussein, Hamid Palangi, R. Ward, Z. J. Wang
2018110 citations
Semantic Scholar
Semi-dilated convolutional neural networks for epileptic seizure prediction
Ramy Hussein, Soojin Lee, R. Ward, M. McKeown
2021Neural Networks80 citations
Semantic Scholar
Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph
H. Fu, Dong Xu, Bao Zhang, Stephen Lin +1 more
2015IEEE Transactions on Image Processing72 citations
Semantic Scholar
Comparing Different Classifiers in Sensory Motor Brain Computer Interfaces
H. Bashashati, R. Ward, G. Birch, A. Bashashati
2015PLoS ONE68 citations Open access
Semantic Scholar
Active-Learning-Incorporated Deep Transfer Learning for Hyperspectral Image Classification
Jianzhe Lin, Liang Zhao, Shuying Li, R. Ward +1 more
2018IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing59 citations
Semantic Scholar
Automatic labeling of molecular biomarkers of immunohistochemistry images using fully convolutional networks
F. Sheikhzadeh, R. Ward, D. van Niekerk, M. Guillaud
2018PLoS ONE57 citations Open access
Semantic Scholar
Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection
Mazen Abdelfattah, Kaiwen Yuan, Z. J. Wang, R. Ward
2021IEEE/RJS International Conference on Intelligent RObots and Systems54 citations Open access
Semantic Scholar
Towards Universal Physical Attacks On Cascaded Camera-Lidar 3d Object Detection Models
Mazen Abdelfattah, Kaiwen Yuan, Z. J. Wang, R. Ward
2021International Conference on Information Photonics46 citations Open access
Semantic Scholar
Robust greedy deep dictionary learning for ECG arrhythmia classification
A. Majumdar, R. Ward
2017IEEE International Joint Conference on Neural Network45 citations
Semantic Scholar
Energy efficient EEG sensing and transmission for wireless body area networks: A blind compressed sensing approach
A. Majumdar, R. Ward
2015Biomedical Signal Processing and Control45 citations
Semantic Scholar
Recent Advances in Sparse Representation Based Medical Image Fusion
Yu Liu, Xun Chen, Aiping Liu, R. Ward +1 more
2021IEEE Instrumentation & Measurement Magazine44 citations
Semantic Scholar
User-customized brain computer interfaces using Bayesian optimization
H. Bashashati, R. Ward, A. Bashashati
2016Journal of Neural Engineering40 citations Open access
Semantic Scholar
A binary water wave optimization for feature selection
Abdelmonem M. Ibrahim, M. Tawhid, R. Ward
2020International Journal of Approximate Reasoning37 citations Open access
Semantic Scholar
Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction
Ramy Hussein, M. O. Ahmed, R. Ward, Z. J. Wang +2 more
2019arXiv.org31 citations
Semantic Scholar
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection
Yong-Wei Wang, Xin Ding, Yi-Xin Yang, Li Ding +2 more
2020Pattern Recognition Letters29 citations Open access
Semantic Scholar
DT-LET: Deep Transfer Learning by Exploring where to Transfer
Jianzhe Lin, Liang Zhao, Qi Wang, R. Ward +1 more
2018Neurocomputing27 citations Open access
Semantic Scholar
Convolutional Deep Stacking Networks for distributed compressive sensing
Hamid Palangi, R. Ward, L. Deng
2017Signal Processing27 citations
Semantic Scholar
Quantification of confocal fluorescence microscopy for the detection of cervical intraepithelial neoplasia
F. Sheikhzadeh, R. Ward, A. Carraro, Zhao-Yang Chen +7 more
2015BioMedical Engineering OnLine27 citations Open access
Semantic Scholar
Robust Detection of Epileptic Seizures Using Deep Neural Networks
Ramy Hussein, Hamid Palangi, Z. J. Wang, R. Ward
2018IEEE International Conference on Acoustics, Speech, and Signal Processing25 citations
Semantic Scholar
Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements
Vanika Singhal, A. Majumdar, R. Ward
2018IEEE Access23 citations Open access
Semantic Scholar
Patch-based models and algorithms for image processing: a review of the basic principles and methods, and their application in computed tomography
D. Karimi, R. Ward
2016International Journal of Computer Assisted Radiology and Surgery23 citations
Semantic Scholar
A sinogram denoising algorithm for low-dose computed tomography
D. Karimi, P. Deman, R. Ward, N. Ford
2016BMC Medical Imaging22 citations Open access
Semantic Scholar
Deep Transfer Learning for Hyperspectral Image Classification
Jianzhe Lin, R. Ward, Z. J. Wang
2018IEEE International Workshop on Multimedia Signal Processing21 citations
Semantic Scholar
Block Sparse Compressed Sensing of Electroencephalogram (EEG) Signals by Exploiting Linear and Non-Linear Dependencies
H. Mahrous, R. Ward
2016Italian National Conference on Sensors18 citations Open access
Semantic Scholar
Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture
Ramy Hussein, Soojin Lee, R. Ward, M. McKeown
2020International Conference on Pattern Recognition17 citations Open access
Semantic Scholar
Sinogram denoising via simultaneous sparse representation in learned dictionaries
D. Karimi, R. Ward
2016Physics in Medicine and Biology17 citations
Semantic Scholar
Ll-regularization based EEG feature learning for detecting epileptic seizure
Ramy Hussein, Z. J. Wang, R. Ward
2016IEEE Global Conference on Signal and Information Processing15 citations
Semantic Scholar
Automatic labeling of molecular biomarkers of whole slide immunohistochemistry images using fully convolutional networks
F. Sheikhzadeh, M. Guillaud, R. Ward
2016arXiv.org14 citations
Semantic Scholar
Reducing streak artifacts in computed tomography via sparse representation in coupled dictionaries.
D. Karimi, R. Ward
2016Medical Physics (Lancaster)13 citations
Semantic Scholar
A hybrid stochastic-deterministic gradient descent algorithm for image reconstruction in cone-beam computed tomography
D. Karimi, R. Ward
201612 citations Open access
Semantic Scholar
Exploiting correlations among channels in distributed compressive sensing with convolutional deep stacking networks
Hamid Palangi, R. Ward, L. Deng
2016IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations
Semantic Scholar
Compute-and-Forward for Uplink Non-Orthogonal Multiple Access
Cheng Guo, A. N. Aljalai, Chen Feng, Liqiang Zhao +2 more
2018IEEE Wireless Communications Letters11 citations
Semantic Scholar
Coarse-to-Fine Image DeHashing Using Deep Pyramidal Residual Learning
Yong-Wei Wang, R. Ward, Z. Wang
2019IEEE Signal Processing Letters10 citations
Semantic Scholar
Real-time reconstruction of EEG signals from compressive measurements via deep learning
A. Majumdar, R. Ward
2016IEEE International Joint Conference on Neural Network10 citations
Semantic Scholar
A denoising algorithm for projection measurements in cone-beam computed tomography
D. Karimi, R. Ward
2016Comput. Biol. Medicine10 citations
Semantic Scholar
Perceptual rate distortion optimization of 3D–HEVC using PSNR-HVS
S. Valizadeh, P. Nasiopoulos, R. Ward
2018Multimedia tools and applications9 citations
Semantic Scholar
Robust dictionary learning: Application to signal disaggregation
A. Majumdar, R. Ward
2016IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations
Semantic Scholar
On the computational implementation of forward and back-projection operations for cone-beam computed tomography
D. Karimi, R. Ward
2016Medical and Biological Engineering and Computing9 citations
Semantic Scholar
Bayesian optimization of BCI parameters
H. Bashashati, R. Ward, A. Bashashati
2016Canadian Conference on Electrical and Computer Engineering8 citations
Semantic Scholar
Angular upsampling of projection measurements in 3D computed tomography using a sparsity prior
D. Karimi, R. Ward, N. Ford
2015International Conference on Information Photonics7 citations
Semantic Scholar
Improving compression efficiency of HEVC using perceptual coding
S. Valizadeh, P. Nasiopoulos, R. Ward
2020Multimedia tools and applications6 citations
Semantic Scholar
Reconstruction of sparse vectors in compressive sensing with multiple measurement vectors using bidirectional long short-term memory
Hamid Palangi, R. Ward, L. Deng
2016IEEE Global Conference on Signal and Information Processing6 citations
Semantic Scholar
Interpreting Bottom-Up Decision-Making of CNNs via Hierarchical Inference
Dan Wang, Xinrui Cui, Xun Chen, R. Ward +1 more
2021IEEE Transactions on Image Processing5 citations
Semantic Scholar