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Image Quality Assessment
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models
Rank-based No-reference Quality Assessment for Face Swapping
ATTIQA: Generalizable Image Quality Feature Extractor using Attribute-aware Pretraining
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution?
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature Statistics
Descriptive Image Quality Assessment in the Wild
A study of why we need to reassess full reference image quality assessment with medical images
A study on the adequacy of common IQA measures for medical images
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
Fieldscale: Locality-Aware Field-based Adaptive Rescaling for Thermal Infrared Image
Testing the Performance of Face Recognition for People with Down Syndrome
Perception- and Fidelity-aware Reduced-Reference Super-Resolution Image Quality Assessment
Dual-Branch Network for Portrait Image Quality Assessment
Quality Assessment for AI Generated Images with Instruction Tuning
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification
Perceptual Crack Detection for Rendered 3D Textured Meshes
Bridging the Gap Between Saliency Prediction and Image Quality Assessment
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment
Cross-IQA: Unsupervised Learning for Image Quality Assessment
Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration
Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts
Towards Real-world Video Face Restoration: A New Benchmark
Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment
Perceptual Constancy Constrained Single Opinion Score Calibration for Image Quality Assessment
Beyond MOS: Subjective Image Quality Score Preprocessing Method Based on Perceptual Similarity
Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review
PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated Images
Assessing Image Quality Using a Simple Generative Representation
Large Multi-modality Model Assisted AI-Generated Image Quality Assessment
Image Quality Assessment With Compressed Sampling
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
Multi-Modal Prompt Learning on Blind Image Quality Assessment
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