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• W2934806712 abstract "Concatenation of the deep network representations extracted from different facial patches helps to improve face recognition performance. However, the concatenated facial template increases in size and contains redundant information. Previous solutions aim to reduce the dimensionality of the facial template without considering the occlusion pattern of the facial patches. In this paper, we propose an occlusion-guided compact template learning (OGCTL) approach that only uses the information from visible patches to construct the compact template. The compact face representation is not sensitive to the number of patches that are used to construct the facial template and is more suitable for incorporating the information from different view angles for image-set based face recognition. Instead of using occlusion masks in face matching (e.g., DPRFS [38]), the proposed method uses occlusion masks in template construction and achieves significantly better image-set based face verification performance on a challenging database with a template size that is an order-of-magnitude smaller than DPRFS." @default.
• W2934806712 created "2019-04-11" @default.
• W2934806712 creator A5069699619 @default.
• W2934806712 creator A5081197053 @default.
• W2934806712 date "2019-03-12" @default.
• W2934806712 modified "2023-09-27" @default.
• W2934806712 title "Occlusion-guided compact template learning for ensemble deep network-based pose-invariant face recognition." @default.
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