Nidhal Bouaynaya

Former affiliations
  • 550 Citations
  • 12 h-Index
20052022
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Research Output 2005 2019

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Article
2019

A Deep Learning Framework for Joint Image Restoration and Recognition

Chen, R., Mihaylova, L., Zhu, H. & Bouaynaya, N. C., Jan 1 2019, (Accepted/In press) In : Circuits, Systems, and Signal Processing.

Research output: Contribution to journalArticle

Open Access
Image recognition
Image Recognition
Image Restoration
Image reconstruction
Restoration

Approximate kernel reconstruction for time-varying networks

Ditzler, G., Bouaynaya, N., Shterenberg, R. & Fathallah-Shaykh, H. M., Feb 6 2019, In : BioData Mining. 12, 1, 5.

Research output: Contribution to journalArticle

Open Access
Time varying networks
Kalman filters
Time-varying
Kalman Filter
kernel

Constrained particle filtering for movement identification in forearm prosthesis

Amor, N., Rasool, G., Bouaynaya, N. & Shterenberg, R., Aug 1 2019, In : Signal Processing. 161, p. 25-35 11 p.

Research output: Contribution to journalArticle

Muscle
Chemical activation
State estimation
Prostheses and Implants

Diagnosing growth in low-grade gliomas with and without longitudinal volume measurements: A retrospective observational study

Fathallah-Shaykh, H. M., Deatkine, A., Coffee, E., Khayat, E., Bag, A. K., Han, X., Warren, P. P., Bredel, M., Fiveash, J., Markert, J., Bouaynaya, N. & Nabors, L. B., May 2019, In : PLoS Medicine. 16, 5, e1002810.

Research output: Contribution to journalArticle

Open Access
Computer-Assisted Diagnosis
Glioma
Observational Studies
Retrospective Studies
Growth

Inception modules enhance brain tumor segmentation

Cahall, D. E., Rasool, G., Bouaynaya, N. C. & Fathallah-Shaykh, H. M., Jul 10 2019, In : Frontiers in Computational Neuroscience. 13, 44.

Research output: Contribution to journalArticle

Open Access
Brain Neoplasms
Learning
Glioma
Neoplasms
Computer Systems
2018
2 Citations (Scopus)

AKRON: An algorithm for approximating sparse kernel reconstruction

Ditzler, G., Carla Bouaynaya, N. & Shterenberg, R., Mar 2018, In : Signal Processing. 144, p. 265-270 6 p.

Research output: Contribution to journalArticle

Computational efficiency
Linear systems
Costs
Computational complexity
2017
8 Citations (Scopus)

On the Convergence of Constrained Particle Filters

Amor, N., Bouaynaya, N., Shterenberg, R. & Chebbi, S., Jun 1 2017, In : IEEE Signal Processing Letters. 24, 6, p. 858-862 5 p., 7906529.

Research output: Contribution to journalArticle

Particle Filter
Error Bounds
Optimality
Optimal Filter
Error analysis
2 Citations (Scopus)

SMURC: High-Dimension Small-Sample Multivariate Regression with Covariance Estimation

Bayar, B., Bouaynaya, N. & Shterenberg, R., Mar 1 2017, In : IEEE Journal of Biomedical and Health Informatics. 21, 2, p. 573-581 9 p., 7377009.

Research output: Contribution to journalArticle

Likelihood Functions
Gene Regulatory Networks
Drosophila melanogaster
Sample Size
Drosophila
2016
6 Citations (Scopus)

A Beamformer-Particle Filter Framework for Localization of Correlated EEG Sources

Georgieva, P., Bouaynaya, N., Silva, F., Mihaylova, L. & Jain, L. C., May 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 3, p. 880-892 13 p., 7061413.

Research output: Contribution to journalArticle

Electroencephalography
Brain
Brain-Computer Interfaces
Brain computer interface
Beamforming
6 Citations (Scopus)

Automated Robust Image Segmentation: Level Set Method Using Nonnegative Matrix Factorization with Application to Brain MRI

Dera, D., Bouaynaya, N. & Fathallah-Shaykh, H. M., Jul 1 2016, In : Bulletin of Mathematical Biology. 78, 7, p. 1450-1476 27 p.

Research output: Contribution to journalArticle

Non-negative Matrix Factorization
Magnetic Resonance Image
Level Set Method
Magnetic resonance
Factorization
27 Citations (Scopus)
Muscle
Muscles
Controllability
Chemical activation
Artificial Limbs
2014
14 Citations (Scopus)

Probabilistic non-negative matrix factorization: Theory and application to microarray data analysis

Bayar, B., Bouaynaya, N. & Shterenberg, R., Feb 1 2014, In : Journal of Bioinformatics and Computational Biology. 12, 1, 1450001.

Research output: Contribution to journalArticle

Microarray Analysis
Microarrays
Factorization
Noise
Physical Phenomena
3 Citations (Scopus)

Surface myoelectric signal classification using the AR-GARCH model

Rasool, G., Bouaynaya, N., Iqbal, K. & White, G., Sep 2014, In : Biomedical Signal Processing and Control. 13, 1, p. 327-336 10 p.

Research output: Contribution to journalArticle

Prosthesis Design
Nonparametric Statistics
Statistical tests
Prostheses and Implants
Prosthetics
10 Citations (Scopus)

Tracking of time-varying genomic regulatory networks with a LASSO-Kalman smoother

Khan, J., Bouaynaya, N. & Fathallah-Shaykh, H. M., Dec 2014, In : Eurasip Journal on Bioinformatics and Systems Biology. 2014, 1, 3.

Research output: Contribution to journalArticle

Regulatory Networks
Genomics
Time-varying
Time varying networks
Genetic Regulatory Networks
2013
13 Citations (Scopus)

Bit-error-rate performance of companding transforms for OFDM

Rahmatallah, Y., Bouaynaya, N. & Mohan, S., Jan 1 2013, In : IEEE Transactions on Vehicular Technology. 62, 8, p. 4116-4120 5 p., 6516560.

Research output: Contribution to journalArticle

Orthogonal Frequency Division multiplexing (OFDM)
Bit error rate
Orthogonal frequency division multiplexing
Error Rate
Peak-to-average Power Ratio (PAPR)
1 Citation (Scopus)

Optimal perturbation control of general topology molecular networks

Bouaynaya, N., Shterenberg, R. & Schonfeld, D., Apr 1 2013, In : IEEE Transactions on Signal Processing. 61, 7, p. 1733-1742 10 p., 6415289.

Research output: Contribution to journalArticle

Topology
Robust control
Genes
2012
2 Citations (Scopus)

Methods for optimal intervention in gene regulatory networks [Applications Corner]

Bouaynaya, N., Shterenberg, R. & Schonfeld, D., Jan 2012, In : IEEE Signal Processing Magazine. 29, 1, p. 158-163 6 p., 6105467.

Research output: Contribution to journalArticle

Gene Regulatory Network
Genes
Feedback
Positive Feedback
Negative Feedback
4 Citations (Scopus)

M-Idempotent and self-dual morphological filters

Bouaynaya, N., Charif-Chefchaouni, M. & Schonfeld, D., Feb 29 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 4, p. 805-813 9 p., 6109268.

Research output: Contribution to journalArticle

Morphological Filter
Idempotent
Speckle
Operator
Radar
2011
6 Citations (Scopus)

Information-theoretic model of evolution over protein communication channel

Gong, L., Bouaynaya, N. & Schonfeld, D., Jan 1 2011, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 8, 1, p. 143-151 9 p., 4745630.

Research output: Contribution to journalArticle

Communication Channels
Theoretical Models
Channel Capacity
Rate-distortion
Proteins
11 Citations (Scopus)

Inverse perturbation for optimal intervention in gene regulatory networks

Bouaynaya, N., Shterenberg, R. & Schonfeld, D., Jan 1 2011, In : Bioinformatics. 27, 1, p. 103-110 8 p., btq605.

Research output: Contribution to journalArticle

Gene Regulatory Networks
Gene Regulatory Network
Gene expression
Genes
Convex optimization
4 Citations (Scopus)

Theory of gain enhancement of UC-PBG antenna structures without invoking Maxwell's equations: An array signal processing approach

Elwi, T. A., Al-Rizzo, H. M., Bouaynaya, N., Hammood, M. M. & Al-Naiemy, Y., Dec 1 2011, In : Progress In Electromagnetics Research B. 34, p. 15-30 16 p.

Research output: Contribution to journalArticle

Photonic band gap
microstrip antennas
Maxwell equations
Microstrip antennas
Maxwell equation
2009
30 Citations (Scopus)

On the optimality of motion-based particle filtering

Bouaynaya, N. & Schonfeld, D., Jul 1 2009, In : IEEE Transactions on Circuits and Systems for Video Technology. 19, 7, p. 1068-1072 5 p., 5175625.

Research output: Contribution to journalArticle

Probability density function
Sampling
2008
14 Citations (Scopus)

Nonstationary analysis of coding and noncoding regions in nucleotide sequences

Bouaynaya, N. & Schonfeld, D., Jun 1 2008, In : IEEE Journal on Selected Topics in Signal Processing. 2, 3, p. 357-364 8 p.

Research output: Contribution to journalArticle

DNA sequences
Nucleotides
Signal processing
Statistical tests
Demodulation
75 Citations (Scopus)

Theoretical foundations of spatially-variant mathematical morphology part I: Binary images

Bouaynaya, N., Charif-Chefchaouni, M. & Schonfeld, D., May 1 2008, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 30, 5, p. 823-836 14 p.

Research output: Contribution to journalArticle

Mathematical morphology
Mathematical Morphology
Binary images
Binary Image
Operator
80 Citations (Scopus)
Mathematical morphology
Mathematical Morphology
Image analysis
Computer vision
Nonlinear systems
7 Citations (Scopus)

Time-dependent ARMA modeling of genomic sequences

Zielinski, J. S., Bouaynaya, N., Schonfeld, D. & O'Neill, W., Aug 12 2008, In : BMC Bioinformatics. 9, SUPPL. 9, S14.

Research output: Contribution to journalArticle

Autoregressive Moving Average
Genomics
Time series
Modeling
Coding
2007
5 Citations (Scopus)

Protein communication system: Evolution and genomic structure

Bouaynaya, N. & Schonfeld, D., Aug 1 2007, In : Algorithmica (New York). 48, 4, p. 375-397 23 p.

Research output: Contribution to journalArticle

Communication Systems
Genomics
Amino acids
Communication systems
Proteins
2006
20 Citations (Scopus)

A new method for multidimensional optimization and its application in image and video processing

Schonfeld, D. & Bouaynaya, N., Aug 1 2006, In : IEEE Signal Processing Letters. 13, 8, p. 485-488 4 p.

Research output: Contribution to journalArticle

Viterbi Algorithm
Viterbi algorithm
Video Processing
Image Processing
Inclusion-Exclusion principle
28 Citations (Scopus)

Spatially variant morphological restoration and skeleton representation

Bouaynaya, N., Charif-Chefchaouni, M. & Schonfeld, D., Nov 1 2006, In : IEEE Transactions on Image Processing. 15, 11, p. 3579-3591 13 p.

Research output: Contribution to journalArticle

Binary images
Restoration
Median filters
Image reconstruction
Mathematical morphology