Face synthesis based on parts-based sparse component analysis face representation
Sign Up to like & getrecommendations! 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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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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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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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
Pose-Aware 3D Talking Face Synthesis Using Geometry-Guided Audio-Vertices Attention
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2024.3371064
Abstract: Most of the existing 3D talking face synthesis methods suffer from the lack of detailed facial expressions and realistic head poses, resulting in unsatisfactory experiences for users. In this article, we propose a novel pose-aware… read more here.
Keywords: face synthesis; attention; pose aware; talking face ... See more keywords
Generative adversarial networks with attentional multimodal for human face synthesis
Sign Up to like & getrecommendations! Published in 2024 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v33.i2.pp1205-1215
Abstract: Face synthesis and editing has increased cumulative consideration by the improvement of generative adversarial networks (GANs). The proposed attentional GAN-deep attentional multimodal similarity modal (AttnGAN-DAMSM) model focus on generating high-resolution images by removing discriminator components… read more here.
Keywords: face synthesis; adversarial networks; face; generative adversarial ... See more keywords