Cover Image

Priorformer: A UGC-VQA Method with content and distortion priors

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pei, Yajing, Huang, Shiyu, Lu, Yiting, Li, Xin, Chen, Zhibo
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

InternVQA: Advancing Compressed Video Quality Assessment with Distilling Large Foundation Model
by: Guan, Fengbin, et al.
Published: (2025)

KVQ: Kwai Video Quality Assessment for Short-form Videos
by: Lu, Yiting, et al.
Published: (2024)

Hybrid Agents for Image Restoration
by: Li, Bingchen, et al.
Published: (2025)

DIVA-VQA: Detecting Inter-frame Variations in UGC Video Quality
by: Wang, Xinyi, et al.
Published: (2025)

QMamba: On First Exploration of Vision Mamba for Image Quality Assessment
by: Guan, Fengbin, et al.
Published: (2024)

Video Quality Assessment Based on Swin TransformerV2 and Coarse to Fine Strategy
by: Yu, Zihao, et al.
Published: (2024)

UniMIC: Towards Universal Multi-modality Perceptual Image Compression
by: Gao, Yixin, et al.
Published: (2024)

BVI-UGC: A Video Quality Database for User-Generated Content Transcoding
by: Qi, Zihao, et al.
Published: (2024)

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results
by: Li, Xin, et al.
Published: (2025)

Q&C: When Quantization Meets Cache in Efficient Image Generation
by: Ding, Xin, et al.
Published: (2025)

OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
by: Hu, Yutao, et al.
Published: (2024)

EyeSim-VQA: A Free-Energy-Guided Eye Simulation Framework for Video Quality Assessment
by: Wang, Zhaoyang, et al.
Published: (2025)

Towards Defining an Efficient and Expandable File Format for AI-Generated Contents
by: Gao, Yixin, et al.
Published: (2024)

Querying GI Endoscopy Images: A VQA Approach
by: Parajuli, Gaurav
Published: (2025)

DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor
by: Chen, Wei-Ting, et al.
Published: (2025)

Semantically Structured Image Compression via Irregular Group-Based Decoupling
by: Feng, Ruoyu, et al.
Published: (2023)

SeD: Semantic-Aware Discriminator for Image Super-Resolution
by: Li, Bingchen, et al.
Published: (2024)

MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction
by: Qiao, Xiaoyu, et al.
Published: (2024)

Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization
by: Chen, Zhibo, et al.
Published: (2024)

Light Field Compression Based on Implicit Neural Representation
by: Wang, Henan, et al.
Published: (2024)

MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration
by: Ren, Yulin, et al.
Published: (2024)

Learning Perceptual Representations for Gaming NR-VQA with Multi-Task FR Signals
by: Chen, Yu-Chih, et al.
Published: (2026)

Rate-Distortion-Cognition Controllable Versatile Neural Image Compression
by: Liu, Jinming, et al.
Published: (2024)

Optimizing Multimodal LLMs for Egocentric Video Understanding: A Solution for the HD-EPIC VQA Challenge
by: Yang, Sicheng, et al.
Published: (2026)

Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learning
by: Legouhy, Antoine, et al.
Published: (2024)

Physical prior guided cooperative learning framework for joint turbulence degradation estimation and infrared video restoration
by: Zhang, Ziran, et al.
Published: (2024)

Rate-distortion Optimized Point Cloud Preprocessing for Geometry-based Point Cloud Compression
by: Ma, Wanhao, et al.
Published: (2025)

Highly Efficient No-reference 4K Video Quality Assessment with Full-Pixel Covering Sampling and Training Strategy
by: Tan, Xiaoheng, et al.
Published: (2024)

A Dual-domain Regularization Method for Ring Artifact Removal of X-ray CT
by: Zhu, Hongyang, et al.
Published: (2024)

Semantics Disentanglement and Composition for Universal Image Coding with Efficiently LLM Reasoning and Generative Diffusion
by: Liu, Jinming, et al.
Published: (2024)

GDCNet: Calibrationless geometric distortion correction of echo planar imaging data using deep learning
by: Jimeno, Marina Manso, et al.
Published: (2024)

A Narrative Review on Large AI Models in Lung Cancer Screening, Diagnosis, and Treatment Planning
by: Zhong, Jiachen, et al.
Published: (2025)

CompressedVQA-HDR: Generalized Full-reference and No-reference Quality Assessment Models for Compressed High Dynamic Range Videos
by: Sun, Wei, et al.
Published: (2025)

Conditional Neural Video Coding with Spatial-Temporal Super-Resolution
by: Wang, Henan, et al.
Published: (2024)

ImplicitCell: Resolution Cell Modeling of Joint Implicit Volume Reconstruction and Pose Refinement in Freehand 3D Ultrasound
by: Song, Sheng, et al.
Published: (2025)

Adaptive Mask-guided K-space Diffusion for Accelerated MRI Reconstruction
by: Cai, Qinrong, et al.
Published: (2025)

Modular Blind Video Quality Assessment
by: Wen, Wen, et al.
Published: (2024)

Evaluation of strategies for efficient rate-distortion NeRF streaming
by: Martin, Pedro, et al.
Published: (2024)

A Steel Surface Defect Detection Method Based on Lightweight Convolution Optimization
by: Chen, Cong, et al.
Published: (2025)

Picking watermarks from noise (PWFN): an improved robust watermarking model against intensive distortions
by: Xie, Sijing, et al.
Published: (2024)