Publications

2016

• Ahmad Haj Mosa, Fadi Al Machot, Kyandoghere Kyamakya, Ralf Junghans, Mouhannad Ali, Markus Gutmann, Soft Radial Basis Cellular Neural Network (SRB-CNN) based Robust Low-Cost Truck Detection using a Single Presence Detection Sensor, International Journal on Transportation Research Part C: Emerging Technologies, Elsevier, 2016.

• Fadi Al Machot, Mouhannad Ali, Ahmad Haj Mosa, Christopher Schwarzlmueller, Markus Gutmann and Kyandoghere Kyamakya, Real-Time Raindrop Detection based on Cellular Neural Networks for ADAS, Journal of Real-Time Image Processing, Springer, 2016.

• Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa, Kyandoghere Kyamakya, CNN based Subject-independent Driver Emotion Recognition System involving Physiological Signals for ADAS, 20th International Forum on Advanced Microsystems for Automotive Applications, AMAA 2016.

2015

• Ahmad Haj Mosa, Kyandoghere Kyamakya, Mouhannad Ali, Fadi Al Machot, and Jean Chamberlain Chedjou, Neurocomputing-based Matrix Inversion Involving Cellular Neural Networks: Blackbox Training Concept. Autonomous Systems, 2015.

2011

• Sasanka Potluri, Alireza Fasih, L.K. Vutukuru, Fadi Al Machot, and Kyandoghere Kyamakya, CNN Based High-Performance Computing for Real-Time Image Processing on GPU, Proc. Joint INDS'11 & ISTET'11, 2011.

• A. Kolli, Alireza Fasih, Fadi Al Machot, and Kyandoghere Kyamakya, Non-intrusive Car Driver's Emotion Recognition Using Thermal Camera, Proc. Joint INDS'11 & ISTET'11, 2011.

• Christopher Schwarzlmüller, Fadi Al Machot, Kyandoghere Kyamakya, and Alireza Fasih, Adaptive Contrast Enhancement Involving CNN-based Processing for Foggy Weather Conditions & Non-Uniform Lighting Conditions, Proc. Joint INDS'11 & ISTET'11, 2011.

2010

• Christopher Schwarzlmüller, Fadi Al Machot, Alireza Fasih, Kyandoghere Kyamakya, A Novel Support Vector Machine Classification Approach Involving CNN for Raindrop Detection, ISAST Transactions on Computers and Intelligent Systems, University of Jyväskylä, 2010.

• Alireza Fasih, Christopher Schwarzlmüller, Kyandoghere Kyamakya, Fadi Al Machot, Video Enhancement for ADAS Systems based on FPGA and CNN Platform, International Journal of Signal and Image Processing, 2010.