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I am a PhD candidate (expected to graduate in Jan. 2021) in School of Mathematical Sciences, BICMR at Peking University, advised by Prof. Ming Jiang and Prof. Tingting Jiang. Besides, I’m a research assistant in the VIE group at NELVT of Peking University. Before coming to Peking University in 2015, I studied at Nankai University. Email / CV;CV_cn / Google Scholar / Github / ResearchGate / Linkedin |
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My main interest lies in image/video processing, including:
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Dingquan Li, Tingting Jiang, Ming Jiang Accepted by International Journal of Computer Vision (IJCV) Special Issue on Computer Vision in the Wild, 2020. (SCI JCR Q1, IF=5.698; CCF A) code 22 7 / bibtex A mixed datasets training strategy for training a single unified VQA model with multiple datasets |
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Dingquan Li, Tingting Jiang, Weisi Lin, Ming Jiang IEEE Transactions on Multimedia (TMM), 2019 (SCI JCR Q1, IF=5.452; CCF B) slides / code 45 12 / bibtex Most conventional objective metrics prefer blurry animals (relatively complex visual content) over clear the blue sky (simple content), contradicting with human perception: content-aware features help ... |
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Dingquan Li, Tingting Jiang, Ming Jiang ACM International Conference on Multimedia (MM), 2020 (Oral, CCF A) video / poster / code 24 6 / bibtex Normalization-embedded loss is conducive to the faster convergence and better performance of the IQA model. |
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Dingquan Li, Tingting Jiang, Ming Jiang ACM International Conference on Multimedia (MM), 2019 (Oral, CCF A) slides / poster / code 98 22 / bibtex Content dependency and temporal-memory effects of HVS are considered in the design of NR-VQA models. |
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Dingquan Li, Tingting Jiang, Ming Jiang ACM International Conference on Multimedia (MM), 2017 (CCF A) slides / poster / code 45 12 / bibtex High-level semantic features extracted from pre-trained image classification models help NR-IQA. |
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Dingquan Li, Tingting Jiang Proceedings of the International Conference on Sensing and Imaging, 2019 (Invited Chapter) bibtex |
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Dingquan Li, Tingting Jiang, Ming Jiang ZTE Communications, 2019 (Invited Paper) bibtex |
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Qin He, Dingquan Li, Tingting Jiang, Ming Jiang IEEE International Conference on Multimedia & Expo Workshop (ICMEw), 2018 code / bibtex |
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Reviewer for TIP, TMM, TCSVT, IJCAI, etc.
Secondary Reviewer for CVPR, ICCV, AAAI, ACM MM, etc. |
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