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ORCIDChokri Souani
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2020 – today
- 2023
[j15]Hana Ben Fredj, Amani Chabbah, Jamel Baili, Hassene Faiedh, Chokri Souani
:
An efficient implementation of traffic signs recognition system using CNN. Microprocess. Microsystems 98: 104791 (2023)- 2022
- [j14]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): 3747-3764 (2022) - 2021
- [j13]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: 89162-89180 (2021) - [j12]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): 6050 (2021) - [j11]Hana Ben Fredj, Safa Bouguezzi, Chokri Souani:
Face recognition in unconstrained environment with CNN. Vis. Comput. 37(2): 217-226 (2021) - [c23]Safa Bouguezzi, Hassene Faiedh, Chokri Souani:
Slim MobileNet: An Enhanced Deep Convolutional Neural Network. SSD 2021: 12-16 - [c22]Safa Bouguezzi, Hassene Faiedh, Chokri Souani:
Hardware Implementation of Tanh Exponential Activation Function using FPGA. SSD 2021: 1020-1025 - [c21]Anis Ammar, Hana Ben Fredj, Chokri Souani:
An efficient Real Time Implementation of Motion Estimation in Video Sequences on SOC. SSD 2021: 1032-1037 - [c20]Wajdi Farhat, Olfa Ben Rhaiem, Hassene Faiedh, Chokri Souani:
Cooperative Forward Collision Avoidance System Based on Deep Learning. DeSE 2021: 515-519 - [c19]Anis Ammar, Hana Ben Fredj, Souhir Sghaier, Chokri Souani:
Algorithmic Optimization Effects on Energy Consumption for Real time Object Tracking. ICCAD 2021: 1-4 - [c18]Mouna Letaief, Anis Ammar, Hana Ben Fredj, Chokri Souani:
Real time HEVC video compression using Hybrid DWT-DCT algorithm on an FPGA. ICCAD 2021: 1-5 - [c17]Souhir Sghaier, Sabrine Hamdi, Anis Ammar, Chokri Souani:
Innovative Methodology of New Database Creation for 3D Face Recognition. ICCAD 2021: 1-7 - [c16]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: 1-6 - 2020
- [j10]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): 77-98 (2020) - [c15]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: 1-6 - [c14]Hana Ben Fredj, Souhir Sghaier, Chokri Souani:
An Efficient Parallel Implementation of Face Detection System Using CUDA. ATSIP 2020: 1-6
2010 – 2019
- 2019
- [j9]Wajdi Farhat, Souhir Sghaier, Hassene Faiedh, Chokri Souani:
Design of efficient embedded system for road sign recognition. J. Ambient Intell. Humaniz. Comput. 10(2): 491-507 (2019) - [j8]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): 1813-1823 (2019) - 2018
- [j7]Rim Ghozzi, Samer Lahouar, Kamel Besbes, Chokri Souani:
Mapping of Sewer Lines Using GPR: A Case Study in Tunisia. Data 3(4): 40 (2018) - [j6]Souhir Sghaier, Wajdi Farhat, Chokri Souani:
Novel Technique for 3D Face Recognition Using Anthropometric Methodology. Int. J. Ambient Comput. Intell. 9(1): 60-77 (2018) - [j5]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): 772-783 (2018) - [c13]Tarek Belabed, Sabeur Jemmali, Chokri Souani:
FFT implementation and optimization on FPGA. ATSIP 2018: 1-6 - [c12]Rim Ghozzi, Samer Lahouar, Chokri Souani:
The estimation of buried empty cylindrical tubes characteristics using GPR. ATSIP 2018: 1-6 - [c11]Wajdi Farhat, João Rufino, Bruno Fernandes, João Almeida, Muhammad Alam, Chokri Souani, Joaquim Ferreira:
Towards ITS Vision Assisted Cooperative Perception. VTC Spring 2018: 1-4 - 2017
- [c10]Rim Ghozzi, Samer Lahouar, Sony Achmad Louis, Chokri Souani, Kamel Besbes:
Extraction of geometric parameters of underground tube using GPR. ICCAD 2017: 60-63 - [c9]Hana Ben Fredj, Mouna Ltaif, Anis Ammar, Chokri Souani:
Parallel implementation of Sobel filter using CUDA. ICCAD 2017: 209-212 - [c8]Sabrine Hamdi, Hassene Faiedh, Chokri Souani, Kamel Besbes:
Road signs classification by ANN for real-time implementation. ICCAD 2017: 328-332 - [c7]Nouha Ben Cheikh Ahmed, Samer Lahouar, Chokri Souani, Kamel Besbes:
Automatic crack detection from pavement images using fuzzy thresholding. ICCAD 2017: 528-537 - 2016
- [c6]Wajdi Farhat, Hassene Faiedh, Chokri Souani, Kamel Besbes:
Real-time recognition of road traffic signs in video scenes. ATSIP 2016: 125-130 - [c5]Souhir Sghaier, Chokri Souani, Hassene Faiedh, Kamel Besbes:
Novel Technique for 3D Face Segmentation and Landmarking. GSCIT 2016: 27-31 - [c4]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: 302-307 - [c3]Sabrine Hamdi, Hassene Faiedh, Chokri Souani, Kamel Besbes:
A lighting independent vision based system for driver assistance. IDT 2016: 328-333 - 2015
- [c2]Wajdi Farhat, Hassene Faiedh, Chokri Souani, Kamel Besbes:
Embedded system for road sign detection using MicroBlaze. SSD 2015: 1-5 - 2014
- [j4]Chokri Souani, Hassene Faiedh, Kamel Besbes:
Efficient algorithm for automatic road sign recognition and its hardware implementation. J. Real Time Image Process. 9(1): 79-93 (2014) - 2010
- [j3]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): 661-680 (2010)
2000 – 2009
- 2008
- [c1]Ihsen Ben Hnia Gazzah, Chokri Souani, Kamel Besbes:
DSP Implementation and Performances Evaluation of JPEG2000 Wavelet Filters. BIOSIGNALS (2) 2008: 410-415 - 2000
- [j2]Chokri Souani, Mohamed Abid, Kholdoun Torki, Rached Tourki:
VLSI design of 1-D DWT architecture with parallel filters. Integr. 29(2): 181-207 (2000) - [j1]Chokri Souani, Mohamed Atri, Mohamed Abid, Kholdoun Torki, Rached Tourki:
Design of New Optimized Architecture Processor for DWT. Real Time Imaging 6(4): 297-312 (2000)
Coauthor Index
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