Chokri Souani

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 32

Top Topics

Hardware Implementation

Multilayer Perceptron

Top Venues

Publications

Hana Ben Fredj, Amani Chabbah, Jamel Baili, Hassene Faiedh, Chokri Souani
An efficient implementation of traffic signs recognition system using CNN. Microprocess. Microsystems 98 (2023)
Safa Bouguezzi, Hana Ben Fredj, Hassene Faiedh, Chokri Souani
Improved architecture for traffic sign recognition using a self-regularized activation function: SigmaH. Vis. Comput. 38 (11) (2022)
Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama Sakuyama, Chokri Souani
User Driven FPGA-Based Design Automated Framework of Deep Neural Networks for Low-Power Low-Cost Edge Computing. IEEE Access 9 (2021)
Tarek Belabed, Alexandre Quenon, Vitor Ramos Gomes Da Silva, Carlos A. Valderrama Sakuyama, Chokri Souani
Full Python Interface Control: Auto Generation And Adaptation of Deep Neural Networks For Edge Computing and IoT Applications FPGA-Based Acceleration. INISTA (2021)
Wajdi Farhat, Olfa Ben Rhaiem, Hassene Faiedh, Chokri Souani
Cooperative Forward Collision Avoidance System Based on Deep Learning. DeSE (2021)
Hana Ben Fredj, Safa Bouguezzi, Chokri Souani
Face recognition in unconstrained environment with CNN. Vis. Comput. 37 (2) (2021)
Safa Bouguezzi, Hassene Faiedh, Chokri Souani
Slim MobileNet: An Enhanced Deep Convolutional Neural Network. SSD (2021)
Anis Ammar, Hana Ben Fredj, Souhir Sghaier, Chokri Souani
Algorithmic Optimization Effects on Energy Consumption for Real time Object Tracking. ICCAD (2021)
Safa Bouguezzi, Hassene Faiedh, Chokri Souani
Hardware Implementation of Tanh Exponential Activation Function using FPGA. SSD (2021)
Souhir Sghaier, Sabrine Hamdi, Anis Ammar, Chokri Souani
Innovative Methodology of New Database Creation for 3D Face Recognition. ICCAD (2021)
Tarek Belabed, Vitor Ramos Gomes Da Silva, Alexandre Quenon, Carlos Valderrama, Chokri Souani
A Novel Automate Python Edge-to-Edge: From Automated Generation on Cloud to User Application Deployment on Edge of Deep Neural Networks for Low Power IoT Systems FPGA-Based Acceleration. Sensors 21 (18) (2021)
Mouna Letaief, Anis Ammar, Hana Ben Fredj, Chokri Souani
Real time HEVC video compression using Hybrid DWT-DCT algorithm on an FPGA. ICCAD (2021)
Anis Ammar, Hana Ben Fredj, Chokri Souani
An efficient Real Time Implementation of Motion Estimation in Video Sequences on SOC. SSD (2021)
Hassene Faiedh, Wajdi Farhat, Sabrine Hamdi, Chokri Souani
Embedded Real-Time System for Traffic Sign Recognition on ARM Processor. Int. J. Appl. Metaheuristic Comput. 11 (2) (2020)
Hana Ben Fredj, Souhir Sghaier, Chokri Souani
An Efficient Parallel Implementation of Face Detection System Using CUDA. ATSIP (2020)
Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama, Chokri Souani
Low Cost and Low Power Stacked Sparse Autoencoder Hardware Acceleration for Deep Learning Edge Computing Applications. ATSIP (2020)
Wajdi Farhat, Hassene Faiedh, Chokri Souani, Kamel Besbes
Real-time embedded system for traffic sign recognition based on ZedBoard. J. Real Time Image Process. 16 (5) (2019)
Wajdi Farhat, Souhir Sghaier, Hassene Faiedh, Chokri Souani
Design of efficient embedded system for road sign recognition. J. Ambient Intell. Humaniz. Comput. 10 (2) (2019)
Hassene Faiedh, Sabrine Hamdi, Safa Bouguezzi, Wajdi Farhat, Chokri Souani
Architectural exploration of multilayer perceptron models for on-chip and real-time road sign classification. J. Syst. Control. Eng. 232 (6) (2018)
Rim Ghozzi, Samer Lahouar, Chokri Souani
The estimation of buried empty cylindrical tubes characteristics using GPR. ATSIP (2018)
Wajdi Farhat, João Rufino, Bruno Fernandes, João Almeida, Muhammad Alam, Chokri Souani, Joaquim Ferreira
Towards ITS Vision Assisted Cooperative Perception. VTC Spring (2018)
Tarek Belabed, Sabeur Jemmali, Chokri Souani
FFT implementation and optimization on FPGA. ATSIP (2018)
Rim Ghozzi, Samer Lahouar, Kamel Besbes, Chokri Souani
Mapping of Sewer Lines Using GPR: A Case Study in Tunisia. Data 3 (4) (2018)
Souhir Sghaier, Wajdi Farhat, Chokri Souani
Novel Technique for 3D Face Recognition Using Anthropometric Methodology. Int. J. Ambient Comput. Intell. 9 (1) (2018)
Rim Ghozzi, Samer Lahouar, Sony Achmad Louis, Chokri Souani, Kamel Besbes
Extraction of geometric parameters of underground tube using GPR. ICCAD (2017)
Hana Ben Fredj, Mouna Ltaif, Anis Ammar, Chokri Souani
Parallel implementation of Sobel filter using CUDA. ICCAD (2017)
Sabrine Hamdi, Hassene Faiedh, Chokri Souani, Kamel Besbes
Road signs classification by ANN for real-time implementation. ICCAD (2017)
Nouha Ben Cheikh Ahmed, Samer Lahouar, Chokri Souani, Kamel Besbes
Automatic crack detection from pavement images using fuzzy thresholding. ICCAD (2017)
Wajdi Farhat, Hassene Faiedh, Chokri Souani, Kamel Besbes
Real-time hardware/software co-design of a traffic sign recognition system using Zynq FPGA. IDT (2016)
Wajdi Farhat, Hassene Faiedh, Chokri Souani, Kamel Besbes
Real-time recognition of road traffic signs in video scenes. ATSIP (2016)
Sabrine Hamdi, Hassene Faiedh, Chokri Souani, Kamel Besbes
A lighting independent vision based system for driver assistance. IDT (2016)
Souhir Sghaier, Chokri Souani, Hassene Faiedh, Kamel Besbes
Novel Technique for 3D Face Segmentation and Landmarking. GSCIT (2016)
Wajdi Farhat, Hassene Faiedh, Chokri Souani, Kamel Besbes
Embedded system for road sign detection using MicroBlaze. SSD (2015)
Chokri Souani, Hassene Faiedh, Kamel Besbes
Efficient algorithm for automatic road sign recognition and its hardware implementation. J. Real Time Image Process. 9 (1) (2014)
Chokri Souani, Ihsen Ben Hnia Gazzah, Kamel Besbes
Design and implementation of optimized architecture for computing the 2D-DWT for JPEG2000 compression. Int. J. Circuit Theory Appl. 38 (7) (2010)
Ihsen Ben Hnia Gazzah, Chokri Souani, Kamel Besbes
DSP Implementation and Performances Evaluation of JPEG2000 Wavelet Filters. BIOSIGNALS (2) (2008)
Chokri Souani, Mohamed Atri, Mohamed Abid, Kholdoun Torki, Rached Tourki
Design of New Optimized Architecture Processor for DWT. Real Time Imaging 6 (4) (2000)
Chokri Souani, Mohamed Abid, Kholdoun Torki, Rached Tourki
VLSI design of 1-D DWT architecture with parallel filters. Integr. 29 (2) (2000)