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Face synthesis based on parts-based sparse component analysis face representation

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0 Published in 2017 at "Optik"

DOI: 10.1016/j.ijleo.2017.05.026

Abstract: Abstract Face synthesis has become a highly challenging task due to illumination, face expression variation and occlusion. The point of such technique is to efficiently represent face. Recently, sparse component analysis and parts-based representation are… read more here.

Keywords: face synthesis; representation; sparse component; face ... See more keywords

ChildNet: Structural Kinship Face Synthesis Model With Appearance Control Mechanisms

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2 Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3276877

Abstract: Kinship face synthesis is an increasingly popular topic within the computer vision community, particularly the task of predicting the child appearance using parental images. Previous work has been limited in terms of model capacity and… read more here.

Keywords: face; face synthesis; synthesis; kinship face ... See more keywords

Heterogeneous Face Recognition via Face Synthesis With Identity-Attribute Disentanglement

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1 Published in 2022 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2022.3160595

Abstract: Heterogeneous Face Recognition (HFR) aims to match faces across different domains (e.g., visible to near-infrared images), which has been widely applied in authentication and forensics scenarios. However, HFR is a challenging problem because of the… read more here.

Keywords: face synthesis; face; hfr; identity attribute ... See more keywords

Age-Oriented Face Synthesis With Conditional Discriminator Pool and Adversarial Triplet Loss

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0 Published in 2021 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2021.3084106

Abstract: The vanilla Generative Adversarial Networks (GANs) are commonly used to generate realistic images depicting aged and rejuvenated faces. However, the performance of such vanilla GANs in the age-oriented face synthesis task is often compromised by… read more here.

Keywords: face synthesis; oriented face; synthesis; age oriented ... See more keywords

Towards Multi-Domain Face Synthesis Via Domain-Invariant Representations and Multi-Level Feature Parts

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1 Published in 2022 at "IEEE Transactions on Multimedia"

DOI: 10.1109/tmm.2021.3099297

Abstract: Cross-domain face synthesis plays a positive role in the real world. It is challenging to synthesize high-quality faces across multiple domains based on limited paired data because the multiple mappings between different domains may interfere… read more here.

Keywords: domain face; face; face synthesis; domain ... See more keywords