Adversarial Examples Generation for Deep Product Quantization Networks on Image Retrieval

Deep product quantization networks (DPQNs) have been successfully used in image retrieval tasks, due to their powerful feature extraction ability and high efficiency of encoding high-dimensional visual features. Recent studies show that deep neural networks (DNNs) are vulnerable to input with small...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 2 vom: 05. Feb., Seite 1388-1404
Auteur principal: Chen, Bin (Auteur)
Autres auteurs: Feng, Yan, Dai, Tao, Bai, Jiawang, Jiang, Yong, Xia, Shu-Tao, Wang, Xuan
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article