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A survey on facial image deblurring
When a facial image is blurred, it significantly affects high-level vision tasks such as face recognition. The purpose of facial image deblurring is...
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Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis
We present a novel bipartite graph reasoning Generative Adversarial Network (BiGraphGAN) for two challenging tasks: person pose and facial image...
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Specialized discriminators for style consistency in facial expression synthesis
Facial expression image generation has broad applications in fields such as entertainment, AI security, image restoration, and dataset expansion. The...
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Facial-sketch Synthesis: A New Challenge
This paper aims to conduct a comprehensive study on facial-sketch synthesis (FSS). However, due to the high cost of obtaining hand-drawn sketch...
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AEP-GAN: Aesthetic Enhanced Perception Generative Adversarial Network for Asian facial beauty synthesis
In this paper, we address the task of facial aesthetics enhancement (FAE). Existing methods have made great progress, however, beautified images...
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LSRF: localized and sparse receptive fields for linear facial expression synthesis based on global face context
Existing generative adversarial network-based methods for facial expression synthesis require larger datasets for training. Their performance tends...
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ISA-GAN: inception-based self-attentive encoder–decoder network for face synthesis using delineated facial images
Facial image synthesis using delineated face images is a complex task associated with computer vision. The delineated face image synthesis such as...
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Multi3D: 3D-aware multimodal image synthesis
3D-aware image synthesis has attained high quality and robust 3D consistency. Existing 3D controllable generative models are designed to synthesize...
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US-GAN: on the importance of ultimate skip connection for facial expression synthesis
We demonstrate the benefit of using an ultimate skip (US) connection for facial expression synthesis using generative adversarial networks (GAN). A...
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3D Facial Reconstruction Based on a Single Image Using CNN
In recent years, 3D facial reconstruction marked its presence in several areas, such as biometric security, computer vision, image synthesis, and...
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Text Guided Facial Image Synthesis Using StyleGAN and Variational Autoencoder Trained CLIP
The average user may have little to no artistic skills but can describe what they envision in words. The user-provided text can be instantly...
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Unpaired semantic neural person image synthesis
Pose-guided person image synthesis is a challenging task that aims to generate photo-realistic images of a person with the same appearance as a...
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Hairstyle-and-identity-aware facial image style transfer with region-guiding masks
Face style transfer aims to transfer parts of appearance features from a reference to a source face and to keep the important characteristics of the...
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Facial expression synthesis based on similar faces
Facial expression synthesis has several applications involving animation, human-computer interaction, entertainment, and training people with mental...
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An Improved Algorithm for Facial Image Restoration Based on GAN
The paper proposed a two-stage facial image restoration method based on structure and texture network, which includes sketch restore network and...
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Simultaneous control of head pose and expressions in 3D facial keypoint-based GAN
In this work, we present a novel method for simultaneously controlling the head pose and the facial expressions of a given input image using a 3D...
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A Cluster-Based Facial Image Anonymization Method Using Variational Autoencoder
Existing methods for face de-identification often cause inevitable damage to the utility of facial information. The anonymized facial images can...
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Exp-GAN: 3D-Aware Facial Image Generation with Expression Control
This paper introduces Exp-GAN, a 3D-aware facial image generator with explicit control of facial expressions. Unlike previous 3D-aware GANs, Exp-GAN...
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ADORE: Adaptive Diffusion Optimized Restoration for AI-Generated Facial Imagery
We introduce ADORE (Adaptive Diffusion Optimized Restoration), a pioneering solution that addresses facial distortion issues in diffusion-based,...
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Towards harmonized regional style transfer and manipulation for facial images
Regional facial image synthesis conditioned on a semantic mask has achieved great attention in the field of computational visual media. However, the...
