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Face Hallucination
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Face hallucination is the task of generating high-resolution (HR) facial images from low-resolution (LR) inputs.
<span style="color:grey; opacity: 0.6">( Image credit: Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination )</span>
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors
AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for Face Hallucination
Identity-Preserving Pose-Robust Face Hallucination Through Face Subspace Prior
EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset
Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint
LR-to-HR Face Hallucination with an Adversarial Progressive Attribute-Induced Network
Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails
3D human tongue reconstruction from single "in-the-wild" images
VidFace: A Full-Transformer Solver for Video FaceHallucination with Unaligned Tiny Snapshots
Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN
Deep Learning-based Face Super-Resolution: A Survey
Face Hallucination via Split-Attention in Split-Attention Network
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
Copy and Paste GAN: Face Hallucination from Shaded Thumbnails
Face Hallucination with Finishing Touches
Identity-Aware Deep Face Hallucination via Adversarial Face Verification
Cross-Spectral Face Hallucination via Disentangling Independent Factors
Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation
FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network
Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning
Face Hallucination Revisited: An Exploratory Study on Dataset Bias
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement
Hallucinating very low-resolution and obscured face images
Super-Identity Convolutional Neural Network for Face Hallucination
3D Face Hallucination from a Single Depth Frame
Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination
CerfGAN: A Compact, Effective, Robust, and Fast Model for Unsupervised Multi-Domain Image-to-Image Translation
Face hallucination using cascaded super-resolution and identity priors
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
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