Výsledky vyhledávání - "Wassan Hayale"

Deep Siamese Neural Networks for Facial Expression Recognition in the Wild

Autor: Mohammad H. Mahoor, Pooran Negi, Wassan Hayale

Publikováno v: IEEE Transactions on Affective Computing. 14:1148-1158

This paper introduces an algorithm for Facial Expression Recognition (FER) using deep Siamese Neural Networks (SNNs) that preserve the local structure of images in the embedding similarity space. We designed the network to reveal the input pairs simi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a48ae0a6be51b394f23b0de8593e866f
https://doi.org/10.1109/taffc.2021.3077248

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Facial Expression Recognition Using Deep Siamese Neural Networks with a Supervised Loss function

Autor: Mohammad H. Mahoor, Wassan Hayale, Pooran Negi

Publikováno v: FG

This paper presents a novel algorithm for an end-to-end facial expression recognition(FER) system based on deep Siamese neural networks equipped with a supervised loss function. Our method learns a powerful FER system by dynamically modulating verifi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6af677da7b12c110f1392fdc173ec4c4
https://doi.org/10.1109/fg.2019.8756571

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