Xuelin Liu (刘学林)

I am a PhD student working with Professor Yuming Fang and Zheng Wan at Jiangxi University of Finance and Economics (JUFE). I got my masters and bachelors at JUFE, where I was supervised by Prof. Yuming Fang at JUFE and Prof. Kede Ma at City University of Hong Kong (CityU). The Lab is MCAQA. From May 2023 to now, I am a Visiting Phd Student with the City University of Hong Kong and my supervisor is Prof. Shiqi Wang.

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Email:

• xuelinliu-bill@foxmail.com
• xuelinliu18702604350@gmail.com
• lxl_jxufe@outlook.com

Research

My primary research interest lies in image and video processing, including:

• image/video quality assessment
• quality of experience
• computer vision
• multimedia communications

Publications (+: Co-first Author)

1. Preprints

• FakeBench: Uncover the Achilles’ hells of fake images with large multimodal models
  Yixuan Li⁺, Xuelin Liu⁺, Xiaoyang Wang, Shiqi Wang, Weisi Lin
  
• Subjective and objective quality assessment of non-uniformly distorted omnidirectional images
  Jiebin Yan, Jiale Rao, Xuelin Liu, Yuming Fang, Yifan Zuo, Weide Liu
  
• Perceptual quality assessment of 360 images based on generative scanpath representation
  Xiangjie Sui, Hanwei Zhu, Xuelin Liu, Yuming Fang, Shiqi Wang, Zhou Wang
  
• Blind image quality assessment by learning and adapting from multiple annotators
  Zhihua Wang⁺, Xuelin Liu⁺, Keshuo Xu, Yuming Fang, Qiuping Jiang
  
• 2AFC prompting of large multimodal models for image quality assessment
  Hanwei Zhu, Xiangjie Sui, Baoliang Chen, Xuelin Liu, Peilin Chen, Yuming Fang, Shiqi Wang
  
• Opinion-unaware blind stereoscopic image quality assessment: A comprehensive study
  Jiebin Yan, Yuming Fang, Xuelin Liu, Wenhui Jiang, Yang Liu
  
• Max360IQ: Blind omnidirectional image quality assessment with multi-axis attention
  Jiebin Yan, Ziwen Tan, Yuming Fang, Jiale Rao, Xuelin Liu
  
• Quality of experience of viewport adaptive omnidirectional video streaming
  Xuelin Liu, Haoyun Zhang, Jiebin Yan, Hao Zhang, Yuming, Fang, Shiqi Wang
  
• Online video quality assessment: From spatial to temporal sampling
  Jiebin Yan, Lei Wu, Xuelin Liu, Yuming Fang, Xue Xia
  

2. Journal Papers
2024

• Perceptual quality assessment of omnidirectional images: A benchmark and computational model
  Xuelin Liu, Jiebin Yan, Liping Huang, Yuming Fang, Zheng Wan, Yang Liu
  ACM Transactions on Multimedia Computing, Communications, and Applications, 2024.
  [paper] [code] [project]
  

2023

• A quality-of-experience database for adaptive omnidirectional video streaming
  Xuelin Liu, Jiebin Yan, Zheng Wan, Yuming Fang, Zhou Wang
  IEEE Journal of Selected Topics in Signal Processing, 2023.
  [paper] [code] [project]
  
• A survey on recent advances in video quality assessment
  Jiebin Yan, Yuming Fang, Xuelin Liu, Yiru Yao, Xiangjie Sui
  Chinese Journal of Computers (CJC)-计算机学报, 2023.
  [paper]

2022

• Survey on image quality assessment from the perspective of distortion
  Jiebin Yan, Yuming Fang, Xuelin Liu
  Journal of Image and Graphics (JIG)-中国图象图形学报, 2022.
  [paper]

2021

• Progress in no-reference image quality assessment: A survey
  Yuming Fang, Xiangjie Sui, Jiebin Yan, Xuelin Liu, Liping Huang
  Journal of Image and Graphics (JIG)-中国图象图形学报, 2021.
  [paper] [code] [project]

2020

• Blind quality assessment for tone-mapped images based on local and global features
  Xuelin Liu, Yuming Fang, Rengang Du, Yifan Zuo, Wenying Wen
  Information Sciences (INS), 2020.
  [paper] [code] [project]

2019

• Learning a no-reference quality predictor of stereoscopic images by visual binocular properties
  Yuming Fang, Jiebin Yan, Jiheng Wang, Xuelin Liu, Guantao Zhai, Patrick Le Callet
  IEEE Access, 2019.
  [paper] [code] [project]
  
• Stereoscopic image quality assessment by deep convolutional neural network
  Yuming Fang, Jiebin Yan, Xuelin Liu, Jiheng Wang
  Journal of Visual Communication and Image Representation (JVCIR), 2019.
  [paper] [code] [project]

3. Conference Papers
2024

• Blind quality assessment of panoramic images based on multiple viewport sequences
  Xuelin Liu, Jiebin Yan, Zheng Wan, Yuming Fang, Hantao Liu
  IEEE International Symposium on Circuits and Systems (ISCAS) (Poster), 2024.
  [paper] [code] [project] [slides] [video]

2023

• Collaborative edge caching for panoramic video streaming
  Zheng Wan, Mingyang Ma, Xuelin Liu
  
• IEEE International Performance Computing and Communications Conference Workshop (IPCCC) (Poster), 2023.
  [paper] [code] [project] [slides] [video]

2022

• Perceptual quality assessment of omnidirectional images
  Yuming Fang, Liping Huang, Jiebin Yan, Xuelin Liu, Yang Liu
  AAAI Conference on Artificial Intelligence (AAAI) (Oral), 2022.
  [paper] [code] [project] [slides] [video]
  
• Evaluating the robustness of depth image super-resolution models
  Dengxiang Wang, Jiebin Yan, Xuelin Liu, Yifan Zuo
  IEEE International Workshop on Multimedia Signal Processing (MMSP) (Poster), 2022.
  [paper] [code] [project] [slides] [video]

2019

• Blind image quality assessment by learning from multiple annotators
  Kede Ma, Xuelin Liu, Yuming Fang, Eero P. Simoncelli
  IEEE International Conference on Image Processing (ICIP) (Oral), 2019.
  [paper] [code] [project] [slides] [video]

Academic Services

• To be continued…

Professional Activities

• Volunteer for the 24th IEEE International Conference on Image Processing (ICIP) held at the China National Convention Center in Beijing, China, September, 2017.
• Volunteer for the 11th IEEE International Conference on Virtual Reality and Visualization (ICVRV) held in Nanchang, China, October, 2021.

To be continued...