Perceptually-calibrated synergy network for night-time image quality assessment with enhancement booster and knowledge cross-sharing

Z Li, X Li, J Shi, F Shao - Displays, 2025 - Elsevier
Image quality assessment (IQA) and image enhancement (IE) of night-time images are
highly correlated tasks. On the one hand, IQA task could obtain more complementary …

3dgcqa: A quality assessment database for 3d ai-generated contents

Y Zhou, Z Zhang, F Wen, J Jia, Y Jiang, X Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
Although 3D generated content (3DGC) offers advantages in reducing production costs and
accelerating design timelines, its quality often falls short when compared to 3D …

Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution

Z You, X Cai, J Gu, T Xue, C Dong - arxiv preprint arxiv:2501.11561, 2025 - arxiv.org
With the rapid advancement of Multi-modal Large Language Models (MLLMs), MLLM-based
Image Quality Assessment (IQA) methods have shown promising performance in linguistic …

VQA:Visual Question Answering for Video Quality Assessment

Z Jia, Z Zhang, J Qian, H Wu, W Sun, C Li, X Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
The advent and proliferation of large multi-modal models (LMMs) have introduced a new
paradigm to video-related computer vision fields, including training and inference methods …

MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis

Y Zhou, Z Zhang, J Cao, J Jia, Y Jiang, F Wen… - arxiv preprint arxiv …, 2024 - arxiv.org
Artificial Intelligence (AI) has demonstrated significant capabilities in various fields, and in
areas such as human-computer interaction (HCI), embodied intelligence, and the design …

Artificial Intelligence in Creative Industries: Advances Prior to 2025

N Anantrasirichai, F Zhang, D Bull - arxiv preprint arxiv:2501.02725, 2025 - arxiv.org
The rapid advancements in artificial intelligence (AI), particularly in generative AI and large
language models (LLMs), have profoundly impacted the creative industries by enabling …

ReLI-QA: A Multidimensional Quality Assessment Dataset for Relighted Human Heads

Y Zhou, Z Zhang, F Wen, J Jia, X Min… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Lighting conditions significantly affect the quality of both real and AI-generated images.
Facial images are particularly sensitive to lighting due to their detailed nature and the …

MM-PCQA+: Advancing Multi-Modal Learning for Point Cloud Quality Assessment

Z Zhang, Y Zhou, C Li, W Sun, X Min, X Liu… - ACM Transactions on … - dl.acm.org
The importance of visual quality in point clouds has been significantly underlined due to the
rapid rise in 3D vision applications which aim to deliver affordable and superior user …