Research
My main interest lies in image, video, and point cloud processing, especially including:
- Point Cloud Compression
- Remote Sensing Data Compression
- Image/Video Quality Assessment
- Perceptual Optimization
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Selected Publications
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Hierarchical Prior-based Super Resolution for Point Cloud Geometry Compression
Dingquan Li,
Kede Ma,
Jing Wang,
Ge Li
IEEE Transactions on Image Processing (TIP), 2024.   (SCI JCR Q1, IF=10.6; CCF A)
code
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Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training
Dingquan Li,
Tingting Jiang,
Ming Jiang
International Journal of Computer Vision (IJCV) Special Issue on Computer Vision in the Wild, 2021.   (SCI JCR Q1, IF=5.698; CCF A)
code
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Which Has Better Visual Quality: The Clear Blue Sky or a Blurry Animal?
Dingquan Li,
Tingting Jiang,
Weisi Lin,
Ming Jiang
IEEE Transactions on Multimedia (TMM), 2019   (SCI JCR Q1, IF=5.452; CCF B)
slides /
code
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Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment
Dingquan Li,
Tingting Jiang,
Ming Jiang
ACM International Conference on Multimedia (MM), 2020   (Oral, CCF A)
video /
poster /
code
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Quality Assessment of In-the-Wild Videos
Dingquan Li,
Tingting Jiang,
Ming Jiang
ACM International Conference on Multimedia (MM), 2019   (Oral, CCF A)
slides /
poster /
code
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Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur Images
Dingquan Li,
Tingting Jiang,
Ming Jiang
ACM International Conference on Multimedia (MM), 2017   (CCF A)
slides /
poster /
code
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Reviewer for TPAMI, TIP, TMM, TCSVT, IJCV, CVPR, ICCV, ECCV, ACM MM, NeurIPS, ICLR, ICML, AAAI, IJCAI, etc.
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