Copertina

Hierarchical Fusion and Joint Aggregation: A Multi-Level Feature Representation Method for AIGC Image Quality Assessment

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Meng, Linghe, Song, Jiarun
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment
di: Hou, Yongkang, et al.
Pubblicazione: (2025)

Advancing Video Quality Assessment for AIGC
di: Yue, Xinli, et al.
Pubblicazione: (2024)

Towards Explainable Partial-AIGC Image Quality Assessment
di: Qian, Jiaying, et al.
Pubblicazione: (2025)

Learning Object-Centric Representations in SAR Images with Multi-Level Feature Fusion
di: Jang, Oh-Tae, et al.
Pubblicazione: (2025)

Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model
di: Zhang, Zhichao, et al.
Pubblicazione: (2024)

TIER: Text-Image Encoder-based Regression for AIGC Image Quality Assessment
di: Yuan, Jiquan, et al.
Pubblicazione: (2024)

PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition
di: Fang, Xi, et al.
Pubblicazione: (2024)

Multi-Level Feature Fusion for Continual Learning in Visual Quality Inspection
di: Bauer, Johannes C., et al.
Pubblicazione: (2026)

MS-IQA: A Multi-Scale Feature Fusion Network for PET/CT Image Quality Assessment
di: Li, Siqiao, et al.
Pubblicazione: (2025)

Progressive Feature Fusion Network for Enhancing Image Quality Assessment
di: Wu, Kaiqun, et al.
Pubblicazione: (2024)

Coevolving Representations in Joint Image-Feature Diffusion
di: Kouzelis, Theodoros, et al.
Pubblicazione: (2026)

Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution
di: Li, Yunxiang, et al.
Pubblicazione: (2024)

Scale Equalization for Multi-Level Feature Fusion
di: Kim, Bum Jun, et al.
Pubblicazione: (2024)

CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion
di: EL-Assiouti, Hosam S., et al.
Pubblicazione: (2024)

HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
di: Yang, Fan, et al.
Pubblicazione: (2024)

Content-Rich AIGC Video Quality Assessment via Intricate Text Alignment and Motion-Aware Consistency
di: Sun, Shangkun, et al.
Pubblicazione: (2025)

Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment
di: Liu, Kai, et al.
Pubblicazione: (2024)

Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion
di: Mu, Pan, et al.
Pubblicazione: (2024)

Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC
di: Meng, Siwei, et al.
Pubblicazione: (2025)

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment
di: Ramesh, Vaishnav, et al.
Pubblicazione: (2025)

Hierarchical Awareness Adapters with Hybrid Pyramid Feature Fusion for Dense Depth Prediction
di: Su, Wuqi, et al.
Pubblicazione: (2026)

Hierarchical Graph Attention Network for No-Reference Omnidirectional Image Quality Assessment
di: Yang, Hao, et al.
Pubblicazione: (2025)

Feature Denoising Diffusion Model for Blind Image Quality Assessment
di: Li, Xudong, et al.
Pubblicazione: (2024)

A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation
di: Yoo, Jiwon, et al.
Pubblicazione: (2024)

Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
di: Park, Jaeyoo, et al.
Pubblicazione: (2024)

S^2F-Net:A Robust Spatial-Spectral Fusion Framework for Cross-Model AIGC Detection
di: Hu, Xiangyu, et al.
Pubblicazione: (2026)

MSLIQA: Enhancing Learning Representations for Image Quality Assessment through Multi-Scale Learning
di: Avanaki, Nasim Jamshidi, et al.
Pubblicazione: (2024)

Complementary Information Guided Occupancy Prediction via Multi-Level Representation Fusion
di: Xu, Rongtao, et al.
Pubblicazione: (2025)

A Feature Matching Method Based on Multi-Level Refinement Strategy
di: Zhang, Shaojie, et al.
Pubblicazione: (2024)

FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment
di: Shumitskaya, Ekaterina, et al.
Pubblicazione: (2025)

Multi-Feature Fusion Approach for Generative AI Images Detection
di: Sendjasni, Abderrezzaq, et al.
Pubblicazione: (2026)

Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
di: Zhao, Shijie, et al.
Pubblicazione: (2025)

Pose-Aware Multi-Level Motion Parsing for Action Quality Assessment
di: Zhu, Shuaikang, et al.
Pubblicazione: (2025)

Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
di: Zhou, Yue, et al.
Pubblicazione: (2025)

VQualA 2025 Challenge on Face Image Quality Assessment: Methods and Results
di: Ma, Sizhuo, et al.
Pubblicazione: (2025)

CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking
di: Li, Weihong, et al.
Pubblicazione: (2025)

MSPT: A Lightweight Face Image Quality Assessment Method with Multi-stage Progressive Training
di: Xiao, Xiongwei, et al.
Pubblicazione: (2025)

Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment
di: Zhou, Tianwei, et al.
Pubblicazione: (2024)

Bringing Multimodal Large Language Models to Infrared-Visible Image Fusion Quality Assessment
di: Guo, Yuchen, et al.
Pubblicazione: (2026)

Multi-task Feature Enhancement Network for No-Reference Image Quality Assessment
di: Yu, Li
Pubblicazione: (2024)