Dual-Branch Network for Portrait Image Quality Assessment

no code implementations • 14 May 2024 • Wei Sun, Weixia Zhang, Yanwei Jiang, HaoNing Wu, ZiCheng Zhang, Jun Jia, Yingjie Zhou, Zhongpeng Ji, Xiongkuo Min, Weisi Lin, Guangtao Zhai

We employ the fidelity loss to train the model via a learning-to-rank manner to mitigate inconsistencies in quality scores in the portrait image quality assessment dataset PIQ.

Image Quality Assessment Learning-To-Rank +2

Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models

no code implementations • 23 Dec 2023 • ZiCheng Zhang, HaoNing Wu, Zhongpeng Ji, Chunyi Li, Erli Zhang, Wei Sun, Xiaohong Liu, Xiongkuo Min, Fengyu Sun, Shangling Jui, Weisi Lin, Guangtao Zhai

Recent advancements in Multi-modality Large Language Models (MLLMs) have demonstrated remarkable capabilities in complex high-level vision tasks.

Image Quality Assessment Video Quality Assessment +1

Exploring the Naturalness of AI-Generated Images

1 code implementation • 9 Dec 2023 • Zijian Chen, Wei Sun, HaoNing Wu, ZiCheng Zhang, Jun Jia, Zhongpeng Ji, Fengyu Sun, Shangling Jui, Xiongkuo Min, Guangtao Zhai, Wenjun Zhang

In this paper, we take the first step to benchmark and assess the visual naturalness of AI-generated images.