Nidhal Carla Bouaynaya
Nidhal Carla Bouaynaya
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Cited by
Theoretical foundations of spatially-variant mathematical morphology part II: Gray-level images
N Bouaynaya, D Schonfeld
IEEE Transactions on pattern analysis and machine intelligence 30 (5), 837-850, 2008
Machine learning in transportation data analytics
P Bhavsar, I Safro, N Bouaynaya, R Polikar, D Dera
Data analytics for intelligent transportation systems, 283-307, 2017
Robust explainability: A tutorial on gradient-based attribution methods for deep neural networks
IE Nielsen, D Dera, G Rasool, RP Ramachandran, NC Bouaynaya
IEEE Signal Processing Magazine 39 (4), 73-84, 2022
Real-time task discrimination for myoelectric control employing task-specific muscle synergies
G Rasool, K Iqbal, N Bouaynaya, G White
IEEE transactions on neural systems and rehabilitation engineering 24 (1 …, 2015
Inception modules enhance brain tumor segmentation
DE Cahall, G Rasool, NC Bouaynaya, HM Fathallah-Shaykh
Frontiers in computational neuroscience 13, 44, 2019
An online motion-based particle filter for head tracking applications
N Bouaynaya, W Qu, D Schonfeld
Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005
On the optimality of motion-based particle filtering
N Bouaynaya, D Schonfeld
IEEE transactions on circuits and systems for video technology 19 (7), 1068-1072, 2009
Spatially variant morphological restoration and skeleton representation
N Bouaynaya, M Charif-Chefchaouni, D Schonfeld
IEEE Transactions on Image Processing 15 (11), 3579-3591, 2006
Probabilistic non-negative matrix factorization: theory and application to microarray data analysis
B Bayar, N Bouaynaya, R Shterenberg
Journal of bioinformatics and computational biology 12 (01), 1450001, 2014
Bit error rate performance of linear companding transforms for PAPR reduction in OFDM systems
Y Rahmatallah, N Bouaynaya, S Mohan
2011 IEEE Global Telecommunications Conference-GLOBECOM 2011, 1-5, 2011
A complete system for head tracking using motion-based particle filter and randomly perturbed active contour
N Bouaynaya, D Schonfeld
Image and Video Communications and Processing 2005 5685, 864-873, 2005
Constrained State Estimation--A Review
N Amor, G Rasool, NC Bouaynaya
arXiv preprint arXiv:1807.03463, 2018
Two-dimensional ARMA modeling for breast cancer detection and classification
J Zielinski, N Bouaynaya, D Schonfeld
2010 International Conference on Signal Processing and Communications (SPCOM …, 2010
PremiUm-CNN: Propagating uncertainty towards robust convolutional neural networks
D Dera, NC Bouaynaya, G Rasool, R Shterenberg, HM Fathallah-Shaykh
IEEE Transactions on Signal Processing 69, 4669-4684, 2021
A beamformer-particle filter framework for localization of correlated EEG sources
P Georgieva, N Bouaynaya, F Silva, L Mihaylova, LC Jain
IEEE Journal of Biomedical and Health Informatics 20 (3), 880-892, 2015
Extended variational inference for propagating uncertainty in convolutional neural networks
D Dera, G Rasool, N Bouaynaya
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
Nonstationary analysis of coding and noncoding regions in nucleotide sequences
N Bouaynaya, D Schonfeld
IEEE Journal of Selected Topics in Signal Processing 2 (3), 357-364, 2008
Application of satellite remote sensing in monitoring elevated internal temperatures of landfills
R Nazari, H Alfergani, F Haas, ME Karimi, MGR Fahad, S Sabrin, J Everett, ...
Applied Sciences 10 (19), 6801, 2020
A new method for multidimensional optimization and its application in image and video processing
D Schonfeld, N Bouaynaya
IEEE Signal Processing Letters 13 (8), 485-488, 2006
On the convergence of constrained particle filters
N Amor, NC Bouaynaya, R Shterenberg, S Chebbi
IEEE Signal Processing Letters 24 (6), 858-862, 2017
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