A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment

Autor: Wu, Tianhe, Ma, Kede, Liang, Jie, Yang, Yujiu, Zhang, Lei

While Multimodal Large Language Models (MLLMs) have experienced significant advancement in visual understanding and reasoning, their potential to serve as powerful, flexible, interpretable, and text-driven models for Image Quality Assessment (IQA) re

Externí odkaz: http://arxiv.org/abs/2403.10854

Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network

Autor: Lao, Shanshan, Gong, Yuan, Shi, Shuwei, Yang, Sidi, Wu, Tianhe, Wang, Jiahao, Xia, Weihao, Yang, Yujiu

Image quality assessment (IQA) algorithm aims to quantify the human perception of image quality. Unfortunately, there is a performance drop when assessing the distortion images generated by generative adversarial network (GAN) with seemingly realisti

Externí odkaz: http://arxiv.org/abs/2204.10485

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Visible nonlinear stimulated scatterings generated in a carbon disulfide filled microbubble cavity

Autor: Zhu, Shining, Cui, Tiejun, Luo, Xiangang, Zhang, Long, Chen, Longxiang, Zhao, Zhenlin, Fu, Zixiang, Lin, Hao, Wu, Tianhe, Xie, Shusen, Lu, Qijing

Publikováno v: Proceedings of SPIE; May 2023, Vol. 12711 Issue: 1 p127110Z-127110Z-5, 1143996p

Label-Free Chemically and Molecularly Selective Magnetic Resonance Imaging.

Autor: Wu T; Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia 30322, United States., Liu C; F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland 21205, United States., Thamizhchelvan AM; Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia 30322, United States., Fleischer C; Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia 30322, United States., Peng X; Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, Jiangsu 210009, China., Liu G; F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland 21205, United States.; Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States., Mao H; Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia 30322, United States.

Publikováno v: Chemical & biomedical imaging [Chem Biomed Imaging] 2023 Apr 12; Vol. 1 (2), pp. 121-139. Date of Electronic Publication: 2023 Apr 12 (Print Publication: 2023).