Search Results for author: Shaolin Su

Found 5 papers, 2 papers with code

KonX: Cross-Resolution Image Quality Assessment

no code implementations12 Dec 2022 Oliver Wiedemann, Vlad Hosu, Shaolin Su, Dietmar Saupe

Through KonX, we provide empirical evidence of label shifts caused by changes in the presentation resolution.

Image Quality Assessment

Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model

no code implementations11 Jul 2022 Shaolin Su, Hanhe Lin, Vlad Hosu, Oliver Wiedemann, Jinqiu Sun, Yu Zhu, Hantao Liu, Yanning Zhang, Dietmar Saupe

An accurate computational model for image quality assessment (IQA) benefits many vision applications, such as image filtering, image processing, and image generation.

Face Image Quality Face Image Quality Assessment +4

Exploring and Evaluating Image Restoration Potential in Dynamic Scenes

1 code implementation CVPR 2022 Cheng Zhang, Shaolin Su, Yu Zhu, Qingsen Yan, Jinqiu Sun, Yanning Zhang

In this paper, to better study an image's potential value that can be explored for restoration, we propose a novel concept, referring to image restoration potential (IRP).

Image Restoration

Learning Depth via Leveraging Semantics: Self-supervised Monocular Depth Estimation with Both Implicit and Explicit Semantic Guidance

no code implementations11 Feb 2021 Rui Li, Xiantuo He, Danna Xue, Shaolin Su, Qing Mao, Yu Zhu, Jinqiu Sun, Yanning Zhang

While the mappings between image and pixel-wise depth are well-studied in current methods, the correlation between image, depth and scene semantics, however, is less considered.

Monocular Depth Estimation

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