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16 p, 12.3 MB Pre-trained CNNs as Feature-Extraction Modules for Image Captioning : An Experimental Study / Al-Malla, Muhammad Abdelhadie (Higher Institute of Applied Science and Technology) ; Jafar, Assef (Higher Institute for Applied Sciences and Technology (HIAST)) ; Ghneim, Nada (Arab International University)
In this work, we present a thorough experimental study about feature extraction using Convolutional Neural Networks (CNNs) for the task of image captioning in the context of deep learning. We perform a set of 72 experiments on 12 image classification CNNs pre-trained on the ImageNet [29] dataset. [...]
2022 - 10.5565/rev/elcvia.1436
ELCVIA : Electronic Letters on Computer Vision and Image Analysis, Vol. 21 Núm. 1 (2022) , p. 1-16 (Regular Issue)  

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