Rabab K. Ward

ORCID

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 49

Top Venues

IEEE Signal Process. Mag.

Sensors

ICASSP

CoRR

Publications

Anas M. Tahir, Li Guo, Rabab K. Ward, Xinhui Yu, Andrew Rideout, Michael Hore, Z. Jane Wang
Explainable machine learning for assessing upper respiratory tract of racehorses from endoscopy videos. Comput. Biol. Medicine 181 (2024)
Le Wu, Aiping Liu, Rabab K. Ward, Z. Jane Wang, Xun Chen
Signal Processing for Brain-Computer Interfaces: A review and current perspectives. IEEE Signal Process. Mag. 40 (5) (2023)
Davood Karimi, Rabab K. Ward
Interpolation of CT Projections by Exploiting Their Self-Similarity and Smoothness. CoRR (2021)
Yu Liu, Xun Chen, Aiping Liu, Rabab K. Ward, Zhen Jane Wang
Recent Advances in Sparse Representation Based Medical Image Fusion. IEEE Instrum. Meas. Mag. 24 (2) (2021)
A. Malik Nasser Aljalai, Chen Feng, Victor C. M. Leung, Rabab K. Ward
Dual Pilot Scheme (DPS) and Its Application in Massive MIMO. IEEE Trans. Commun. 69 (3) (2021)
Abdel-Monem M. Ibrahim, Mohamed A. Tawhid, Rabab K. Ward
A binary water wave optimization for feature selection. Int. J. Approx. Reason. 120 (2020)
Yu Liu, Xun Chen, Rabab K. Ward, Z. Jane Wang
Medical Image Fusion via Convolutional Sparsity Based Morphological Component Analysis. IEEE Signal Process. Lett. 26 (3) (2019)
Rabab K. Ward
Election of President-Elect, Regional Directors-at-Large, and Members-at-Large [Society News]. IEEE Signal Process. Mag. 36 (5) (2019)
Vanika Singhal, Angshul Majumdar, Rabab K. Ward
Correction to "Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements". IEEE Access 6 (2018)
Yu Liu, Xun Chen, Zengfu Wang, Z. Jane Wang, Rabab K. Ward, Xuesong Wang
Deep learning for pixel-level image fusion: Recent advances and future prospects. Inf. Fusion 42 (2018)
Cheng Guo, A. Nasser Aljalai, Chen Feng, Liqiang Zhao, Victor C. M. Leung, Rabab K. Ward
Compute-and-Forward for Uplink Non-Orthogonal Multiple Access. IEEE Wirel. Commun. Lett. 7 (6) (2018)
Rabab K. Ward
Collaboration Empowers Innovation [President's Message]. IEEE Signal Process. Mag. 35 (1) (2018)
Vanika Singhal, Angshul Majumdar, Rabab K. Ward
Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements. IEEE Access 6 (2018)
Mushfiqur Rouf, Rabab K. Ward
High dynamic range imaging with a single exposure-multiplexed image using smooth contour prior. Image Processing: Algorithms and Systems (2018)
Ramy Hussein, Hamid Palangi, Z. Jane Wang, Rabab K. Ward
Robust Detection of Epileptic Seizures Using Deep Neural Networks. ICASSP (2018)
Jianzhe Lin, Liang Zhao, Shuying Li, Rabab K. Ward, Z. Jane Wang
Active-Learning-Incorporated Deep Transfer Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Ramy Hussein, Mohamed Elgendi, Z. Jane Wang, Rabab K. Ward
Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals. Expert Syst. Appl. 104 (2018)
Rabab K. Ward
Careers in Signal Processing: A Diverse Field Impacting the Future [President's Message]. IEEE Signal Process. Mag. 34 (5) (2017)
Rabab K. Ward
Mind the (Gender) Gap [President's Message]. IEEE Signal Process. Mag. 34 (4) (2017)
Rabab K. Ward
Volunteerism Makes a Positive Difference [President's Message]. IEEE Signal Process. Mag. 34 (1) (2017)
Rabab K. Ward
Diversity Through Adversity [President's Message]. IEEE Signal Process. Mag. 34 (3) (2017)
Jyoti Maggu, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
Impulse denoising via transform learning. GlobalSIP (2017)
Rabab K. Ward
Signal Processing Is More than Its Beloved Name [President's Message]. IEEE Signal Process. Mag. 34 (6) (2017)
Prerna Singh, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
Joint-sparse dictionary learning: Denoising multiple measurement vectors. GlobalSIP (2017)
Mushfiqur Rouf, Rabab K. Ward
Dynamic range expansion of single images using intensity-invariant patch correspondences. GlobalSIP (2017)
Rabab K. Ward
Introducing the IEEE Signal Processing Society Executive Committee [President's Message]. IEEE Signal Process. Mag. 34 (2) (2017)
Davood Karimi, Rabab K. Ward
Image reconstruction in computed tomography using variance-reduced stochastic gradient descent. ISBI (2017)
Fahime Sheikhzadeh, Anita Carraro, Jagoda Korbelik, Calum MacAulay, Martial Guillaud, Rabab K. Ward
Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks. Medical Imaging: Digital Pathology (2016)
Fahime Sheikhzadeh, Martial Guillaud, Rabab K. Ward
Automatic labeling of molecular biomarkers of whole slide immunohistochemistry images using fully convolutional networks. CoRR (2016)
Davood Karimi, Rabab K. Ward
A denoising algorithm for projection measurements in cone-beam computed tomography. Comput. Biol. Medicine 69 (2016)
Rabab K. Ward
The Meaning of (the Signal Processing) Life President's Message. IEEE Signal Process. Mag. 33 (3) (2016)
Hossein Bashashati, Rabab K. Ward, Ali Bashashati
Bayesian optimization of BCI parameters. CCECE (2016)
Ramy Hussein, Rabab K. Ward, Z. Jane Wang, Amr Mohamed
Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure Detection. ICMLA (2016)
Hesham Mahrous, Rabab K. Ward
Block Sparse Compressed Sensing of Electroencephalogram (EEG) Signals by Exploiting Linear and Non-Linear Dependencies. Sensors 16 (2) (2016)
Hamid Palangi, Rabab K. Ward, Li Deng
Distributed Compressive Sensing: A Deep Learning Approach. IEEE Trans. Signal Process. 64 (17) (2016)
Rabab K. Ward
The IEEE as "Bottom-Up" or "Top-Down" Management - The Choice Is Yours [President's Message]. IEEE Signal Process. Mag. 33 (5) (2016)
Yu Liu, Xun Chen, Rabab K. Ward, Z. Jane Wang
Image Fusion With Convolutional Sparse Representation. IEEE Signal Process. Lett. 23 (12) (2016)
Mushfiqur Rouf, Dikpal Reddy, Kari Pulli, Rabab K. Ward
Fast edge-directed single-image super-resolution. Image Processing: Algorithms and Systems (2016)
Davood Karimi, Rabab K. Ward
Patch-based models and algorithms for image processing: a review of the basic principles and methods, and their application in computed tomography. Int. J. Comput. Assist. Radiol. Surg. 11 (10) (2016)
Davood Karimi, Rabab K. Ward
Sinogram smoothing and interpolation via alternating projections onto the slope and curvature constraints. Medical Imaging: Image Processing (2016)
Hossein Bashashati, Rabab K. Ward, Ali Bashashati, Amr M. Mohamed
Neural Network Conditional Random Fields for Self-Paced Brain Computer Interfaces. ICMLA (2016)
Davood Karimi, Rabab K. Ward
A novel structured dictionary for fast processing of 3D medical images, with application to computed tomography restoration and denoising. Medical Imaging: Image Processing (2016)
Hiba Shahid, Rabab K. Ward
Codebook design for vector quantization using hexagonal partitioning. CCECE (2016)
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval. IEEE ACM Trans. Audio Speech Lang. Process. 24 (4) (2016)
Rabab K. Ward
Bringing Signal Processing into the Forefront of the Conversation [President's Message]. IEEE Signal Process. Mag. 33 (4) (2016)
Davood Karimi, Pierre Deman, Rabab K. Ward, Nancy Ford
A sinogram denoising algorithm for low-dose computed tomography. BMC Medical Imaging 16 (2016)
Davood Karimi, Rabab K. Ward
On the computational implementation of forward and back-projection operations for cone-beam computed tomography. Medical Biol. Eng. Comput. 54 (8) (2016)
Rabab K. Ward
Your Work Powers Life [President's Message]. IEEE Signal Process. Mag. 33 (2) (2016)
Sima Valizadeh, Panos Nasiopoulos, Rabab K. Ward
Optimizing the Lagrange multiplier in perceptually-friendly high efficiency video coding for mobile applications. ICNC (2016)
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
Deep Sentence Embedding Using the Long Short Term Memory Network: Analysis and Application to Information Retrieval. CoRR (2015)
Hossein Bashashati, Rabab K. Ward, Ali Bashashati
Hidden Markov Support Vector Machines for Self-Paced Brain Computer Interfaces. ICMLA (2015)
Davood Karimi, Rabab K. Ward, Nancy Ford
Angular upsampling of projection measurements in 3D computed tomography using a sparsity prior. ICIP (2015)
Ankita Shukla, Angshul Majumdar, Rabab K. Ward
A Kronecker Compressed Sensing formulation for energy efficient EEG sensing. ICAPR (2015)
Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab K. Ward
Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph. IEEE Trans. Image Process. 24 (11) (2015)
Angshul Majumdar, Rabab K. Ward
Energy efficient EEG sensing and transmission for wireless body area networks: A blind compressed sensing approach. Biomed. Signal Process. Control. 20 (2015)
Fahime Sheikhzadeh, Rabab K. Ward, Anita Carraro, Zhaoyang Chen, Dirk van Niekerk, Calum MacAulay, Michele Follen, Pierre Lane, Martial Guillaud
Confocal fluorescence microscopy for detection of cervical preneoplastic lesions. Medical Imaging: Digital Pathology (2015)
Hamid Palangi, Rabab K. Ward, Li Deng
Distributed Compressive Sensing: A Deep Learning Approach. CoRR (2015)
Angshul Majumdar, Rabab K. Ward
Learning the sparsity basis in low-rank plus sparse model for dynamic MRI reconstruction. ICASSP (2015)
Sima Valizadeh, Panos Nasiopoulos, Rabab K. Ward
Perceptually-friendly rate distortion optimization in high efficiency video coding. EUSIPCO (2015)
Mojgan Hashemian, Hadi Moradi, Maryam S. Mirian, Mehdi Tehrani-Doost, Rabab K. Ward
Is the Mood Really in the Eye of the Beholder? HCI (27) (2015)
Angshul Majumdar, Ankita Shukla, Rabab K. Ward
Combining sparsity with rank-deficiency for energy efficient EEG sensing and transmission over Wireless Body Area Network. ICASSP (2015)
Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward
Sparse representation-based image quality assessment. Signal Process. Image Commun. 29 (10) (2014)
Joyce Chiang, Rabab K. Ward
Energy-Efficient Data Reduction Techniques for Wireless Seizure Detection Systems. Sensors 14 (2) (2014)
Ehsan Nezhadarya, Rabab K. Ward
Multiscale Derivative Transform and Its Application to Image Watermarking. Digit. Signal Process. 33 (2014)
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
Semantic Modelling with Long-Short-Term Memory for Information Retrieval. CoRR (2014)
Hamid Palangi, Li Deng, Rabab K. Ward
Recurrent Deep-Stacking Networks for sequence classification. ChinaSIP (2014)
Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward
Learning sparse models for image quality assessment. ICASSP (2014)
Angshul Majumdar, Anupriya Gogna, Rabab K. Ward
A Low-Rank Matrix Recovery Approach for Energy Efficient EEG Acquisition for a Wireless Body Area Network. Sensors 14 (9) (2014)
Xun Chen, Aiping Liu, Hu Peng, Rabab K. Ward
A Preliminary Study of Muscular Artifact Cancellation in Single-Channel EEG. Sensors 14 (10) (2014)
Angshul Majumdar, Rabab K. Ward
Non-convex row-sparse multiple measurement vector analysis prior formulation for EEG signal reconstruction. Biomed. Signal Process. Control. 13 (2014)
Simon Fauvel, Rabab K. Ward
An Energy Efficient Compressed Sensing Framework for the Compression of Electroencephalogram Signals. Sensors 14 (1) (2014)
Ehsan Vahedi, Rabab K. Ward, Ian F. Blake
Performance Analysis of RFID Protocols: CDMA Versus the Standard EPC Gen-2. IEEE Trans Autom. Sci. Eng. 11 (4) (2014)
Tanaya Guha, Rabab K. Ward
Image Similarity Using Sparse Representation and Compression Distance. IEEE Trans. Multim. 16 (4) (2014)
Mani Malekesmaeili, Rabab K. Ward
A local fingerprinting approach for audio copy detection. Signal Process. 98 (2014)
Angshul Majumdar, Rabab K. Ward
Improved MRI reconstruction via non-convex elastic net. ICASSP (2014)
Simon Fauvel, Abhinav Agarwal, Rabab K. Ward
Compressed sensing and energy-aware independent component analysis for compression of EEG signals. ICASSP (2013)
Angshul Majumdar, Kunal Narayan Chaudhury, Rabab K. Ward
Calibrationless Parallel Magnetic Resonance Imaging: A Joint Sparsity Model. Sensors 13 (12) (2013)
Mani Malekesmaeili, Rabab K. Ward
A local fingerprinting approach for audio copy detection CoRR (2013)
Hamid Palangi, Li Deng, Rabab K. Ward
Learning Input and Recurrent Weight Matrices in Echo State Networks. CoRR (2013)
Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward
Sparse Representation-based Image Quality Assessment. CoRR (2013)
Angshul Majumdar, Rabab K. Ward
Exploiting sparsity and rank-deficiency in dynamic MRI reconstruction. ICASSP (2013)
Hamid Palangi, Rabab K. Ward, Li Deng
Using deep stacking network to improve structured compressed sensing with Multiple Measurement Vectors. ICASSP (2013)
Angshul Majumdar, Rabab K. Ward
Non-linear sparse and group sparse classifier. CCECE (2013)
Tanaya Guha, Rabab K. Ward, Tyseer Aboulnasr
Image similarity measurement from sparse reconstruction errors. ICASSP (2013)
Angshul Majumdar, Rabab K. Ward
Exploiting rank deficiency for MR image reconstruction from multiple partial K-space scans. CCECE (2013)
Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
Generalized Non-linear Sparse Classifier. EUSIPCO (2013)
Angshul Majumdar, Rabab K. Ward
Erratum: Dynamic CT Reconstruction by Smoothed Rank Minimization. MICCAI (3) (2013)
Angshul Majumdar, Rabab K. Ward
Dynamic CT Reconstruction by Smoothed Rank Minimization. MICCAI (3) (2013)
Angshul Majumdar, Rabab K. Ward
Rank Awareness in Group-Sparse Recovery of Multi-Echo MR Images. Sensors 13 (3) (2013)
Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
Focuss algorithm for rank aware row-sparse MMV recovery. EUSIPCO (2013)
Ehsan Nezhadarya, Rabab K. Ward
Semi-blind quality estimation of compressed videos using digital watermarking. Digit. Signal Process. 23 (5) (2013)
Zicong Mai, Panos Nasiopoulos, Rabab K. Ward
Computationally efficient tone-mapping of high-bit-depth video in the YCbCr domain. ICASSP (2012)
Xiao-ou Li, Feng Wang, Xun Chen, Rabab K. Ward
A P300-based BCI classification algorithm using median filtering and Bayesian feature extraction. MMSP (2012)
Tanaya Guha, Rabab K. Ward
Learning Sparse Representations for Human Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34 (8) (2012)
Ehsan Vahedi, Rabab K. Ward, Ian F. Blake
Analytical modeling of RFID Generation-2 protocol using absorbing Markov chain theorem. GLOBECOM (2012)
Jia Gu, Rabab K. Ward
Novel feature generation and classification for a 2-state Self-paced Brain Computer Interface system. CCECE (2012)
Angshul Majumdar, Rabab K. Ward
Face recognition from video: An MMV recovery approach. ICASSP (2012)
Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
Compressed Sensing Based Real-Time Dynamic MRI Reconstruction. IEEE Trans. Medical Imaging 31 (12) (2012)
Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
Algorithms to Approximately Solve NP Hard Row-Sparse MMV Recovery Problem: Application to Compressive Color Imaging. IEEE J. Emerg. Sel. Topics Circuits Syst. 2 (3) (2012)
Mani Malekesmaeili, Rabab K. Ward
A novel local audio fingerprinting algorithm. MMSP (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rabab K. Ward