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A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification

  • Published:2024-10 Issue: Volume:164 Page:111978
  • ISSN:1568-4946
  • Container-title:Applied Soft Computing
  • language:en
  • Short-container-title:Applied Soft Computing

Author:

Tmamna JiheneORCID,Ben Ayed EmnaORCID,Fourati RahmaORCID,Hussain Amir,Ben Ayed Mounir

Funder

Engineering and Physical Sciences Research Council

Enseignement Supérieur et de la Recherche Scientifique

Ministry of Higher Education Scientific Research and Technology and Information and Communication Technologies

Publisher

Elsevier BV

Reference80 articles.

1. Faster R-CNN: Towards real-time object detection with region proposal networks;Ren,2015

2. K. Simonyan, A. Zisserman, Very deep convolutional networks for large-scale image recognition, in: ICLR, 2015, pp. 1–14.

3. Automatic laser profile recognition and fast tracking for structured light measurement using deep learning and template matching;Wang;Measurement,2021

4. Damage detection in slab structures based on two-dimensional curvature mode shape method and faster R-CNN;Nguyen;Adv. Eng. Softw.,2023

5. Vibration and buckling optimization of functionally graded porous microplates using BCMO-ANN algorithm;Tran;Thin-Walled Struct.,2023

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