Saidani, Taoufik

• Deep Learning Approach: YOLOv5-based Custom Object Detection

  Taoufik Saidani

  Engineering, Technology & Applied Science Research

  Volume: 13 | Issue: 6 | Pages: 12158-12163 | December 2023 | https://doi.org/10.48084/etasr.6397

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• Hardware Acceleration for Object Detection using YOLOv5 Deep Learning Algorithm on Xilinx Zynq FPGA Platform

  Taoufik Saidani, Refka Ghodhbani, Ahmed Alhomoud, Ahmad Alshammari, Hafedh Zayani, Mohammed Ben Ammar

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 1 | Pages: 13066-13071 | February 2024 | https://doi.org/10.48084/etasr.6761

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• Real Time FPGA Implementation of an Efficient High Speed Harris Corner Detection Algorithm Based on High-Level Synthesis

  Refka Ghodhbani, Taoufik Saidani, Ahmed Alhomoud, Ahmad Alshammari, Rabie Ahmed

  Engineering, Technology & Applied Science Research

  Volume: 13 | Issue: 6 | Pages: 12169-12174 | December 2023 | https://doi.org/10.48084/etasr.6406

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• An FPGA Accelerator for Real Time Hyperspectral Images Compression based on JPEG2000 Standard

  Refka Ghodhbani, Taoufik Saidani, Layla Horrigue, Asaad M. Algarni, Muteb Alshammari

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 2 | Pages: 13118-13123 | April 2024 | https://doi.org/10.48084/etasr.6853

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• Model-based Design of a High-Throughput Canny Edge Detection Accelerator on Zynq-7000 FPGA

  Ahmed Alhomoud, Refka Ghodhbani, Taoufik Saidani, Hafedh Mahmoud Zayani, Yahia Said, Mohamed Ben Ammar, Jihane Ben Slimane

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 2 | Pages: 13547-13553 | April 2024 | https://doi.org/10.48084/etasr.7081

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• Adaptive Method for Feature Selection in the Machine Learning Context

  Yamen El Touati, Jihane Ben Slimane, Taoufik Saidani

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 3 | Pages: 14295-14300 | June 2024 | https://doi.org/10.48084/etasr.7401

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• Enhancing Neural Network Resilence against Adversarial Attacks based on FGSM Technique

  Mohamed Ben Ammar, Refka Ghodhbani, Taoufik Saidani

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 3 | Pages: 14634-14639 | June 2024 | https://doi.org/10.48084/etasr.7479

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• Α PRESENT Lightweight Algorithm High-Level SystemC Modeling using AOP Approach

  Hassen Mestiri, Imen Barraj, Taoufik Saidani, Mohsen Machhout

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 5 | Pages: 16772-16777 | October 2024 | https://doi.org/10.48084/etasr.8417

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• Deep Learning for Tomato Disease Detection with YOLOv8

  Hafedh Mahmoud Zayani, Ikhlass Ammar, Refka Ghodhbani, Albia Maqbool, Taoufik Saidani, Jihane Ben Slimane, Amani Kachoukh, Marouan Kouki, Mohamed Kallel, Amjad A. Alsuwaylimi, Sami Mohammed Alenezi

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 2 | Pages: 13584-13591 | April 2024 | https://doi.org/10.48084/etasr.7064

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• Improved and Efficient Object Detection Algorithm based on YOLOv5

  Amjad A. Alsuwaylimi, Rakan Alanazi, Sultan Munadi Alanazi, Sami Mohammed Alenezi, Taoufik Saidani, Refka Ghodhbani

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 3 | Pages: 14380-14386 | June 2024 | https://doi.org/10.48084/etasr.7386

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• Efficient Hardware Accelerator and Implementation of JPEG 2000 MQ Decoder Architecture

  Layla Horrigue, Refka Ghodhbani, Albia Maqbool, Eman H. Abd-Elkawy, Jihane Ben Slimane, Taoufik Saidani, Faheed A. F. Alrslani, Amjad A. Alsuwaylimi, Marouan Kouki, Amani Kachoukh

  Engineering, Technology & Applied Science Research

  Volume: 14 | Issue: 2 | Pages: 13463-13469 | April 2024 | https://doi.org/10.48084/etasr.7065

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