Farouk Yahaya

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 6

Top Topics

Nonnegative Matrix Factorization

Random Projections

Magnetic Resonance Imaging

Dimension Reduction

Top Venues

Int. J. Appl. Pattern Recognit.

Publications

Olivier Vu Thanh, Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel
In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization. ICASSP (2021)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Random Projection Streams for (Weighted) Nonnegative Matrix Factorization. ICASSP (2021)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Gaussian Compression Stream: Principle and Preliminary Results. CoRR (2020)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries? EUSIPCO (2019)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Faster-than-fast NMF using random projections and Nesterov iterations. CoRR (2018)
Farouk Yahaya
Edge finding in magnetic resonance imaging applications: the calculation of the first order derivative of two dimensional images. Int. J. Appl. Pattern Recognit. 4 (3) (2017)
Carlo Ciulla, Filip A. Risteski, Dimitar Veljanovski, Ustijana Shikoska Rechkoska, Edmund Adomako, Farouk Yahaya
A compilation on the contribution of the classic-curvature and the intensity-curvature functional to the study of healthy and pathological MRI of the human brain. Int. J. Appl. Pattern Recognit. 2 (3) (2015)