个人简介
田钰,2025年2月获得香港城市大学计算机科学专业博士学位,师从邝得互(Sam Tak Wu Kwong)教授(香港工程科学院院士、加拿大工程院院士、美国国家发明家科学院院士、IEEE Fellow)。主要研究方向主要为多模态视觉信息(图像,视频,AIGC等)质量评价与优化。目前,以第一作者在IEEE-TIP、IEEE-TCSVT、IEEE-TMM、AAAI等发表论文8篇。此外,2项发明专利获得国家正式授权。
学术成果
[1] Yu Tian, Baoliang Chen, Shiqi Wang, and Sam Kwong. “Towards Thousands to One Reference: Can We Trust the Reference Image for Quality Assessment?”. IEEE Transactions on Multimedia (TMM), vol. 26, pp. 3278-3290, 2023. DOI: 10.1109/TMM.2023.3310268. (中科院一区Top期刊)
[2] Yu Tian, Shiqi Wang, Baoliang Chen, and Sam Kwong. “Causal Representation Learning for GANGenerated Face Image Quality Assessment”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 8, pp. 7589-7600, 2024. DOI: 10.1109/TCSVT.2024.3374887. (中科院一区Top期刊)
[3] Yu Tian, Huanqiang Zeng, Junhui Hou, Jing Chen, and Kai-Kuang Ma. “Light Field Image Quality Assessment via The Light Field Coherence”. IEEE Transactions on Image Processing (TIP), vol. 29, pp. 7945-7956, 2020. DOI: 10.1109/TIP.2020.3008856. (中科院一区Top期刊、CCF-A期刊论文)
[4] Yu Tian, Huanqiang Zeng, Junhui Hou, Jing Chen, Jianqing Zhu, and Kai-Kuang Ma. “A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 31, no. 5, pp. 2046-2050, 2021. DOI: 10.1109/TCSVT.2020.2971256. (中科院一区Top期刊)
[5] Yu Tian, Huanqiang Zeng, Lu Xing, Jing Chen, Jianqing Zhu, and Kai-Kuang Ma. “A Multi-Order Derivative Feature-Based Quality Assessment Model for Light Field Image”. Journal of Visual Communication and Image Representation, vol. 57, pp: 212-217, 2018. DOI: 10.1016/j.jvcir.2018.11.005.
[6] Yu Tian, Yixuan Li, Baoliang Chen, Hanwei Zhu, Shiqi Wang, and Sam Kwong, “AI-Generated Image Quality Assessment in Visual Communication”. AAAI Conference on Artificial Intelligence (AAAI-25), vol. 39, no.7, pp: 7392-7400. DOI: 10.1609/aaai.v39i7.32795. (CCF-A会议论文)
[7] Yu Tian, Yue Liu, Shiqi Wang, and Sam Kwong. “Quality Assessment for Text-to-Image Generation: A Survey”. IEEE Multimedia, 2025. DOI: 10.1109/MMUL.2025.3538862.
[8] Yu Tian, Fu-zhao Ou, Baoliang Chen, Shiqi Wang, and Sam Kwong. “Seeking The Optimal Accuracy-Rate Equilibrium in Face Recognition”. Neurocomputing, vol. 624, 129423, 2025. DOI: 10.1016/j.neucom.2025.129423. (中科院二区Top期刊)
[9] 曾焕强, 田钰等,“一种基于极平面线性相似度的光场图像质量评价方法”. 公开号: CN201910016167.X
[10] 曾焕强, 田钰等,“一种基于极平面多尺度Gabor 特征相似度的光场图像质量评价方法”. 公开号: CN201910569095.1
教育经历
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工作经历
[1] 2025.5- 至今
南京信息工程大学
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软件学院
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