no code implementations • 24 Mar 2024 • Hao Xiang, Zhaoliang Zheng, Xin Xia, Runsheng Xu, Letian Gao, Zewei Zhou, Xu Han, Xinkai Ji, Mingxi Li, Zonglin Meng, Li Jin, Mingyue Lei, Zhaoyang Ma, Zihang He, Haoxuan Ma, Yunshuang Yuan, Yingqian Zhao, Jiaqi Ma
Recent advancements in Vehicle-to-Everything (V2X) technologies have enabled autonomous vehicles to share sensing information to see through occlusions, greatly boosting the perception capability.
no code implementations • 17 Nov 2023 • Zhaoyang Ma, Xupeng He, Shuyu Sun, BiCheng Yan, Hyung Kwak, Jun Gao
Despite its advanced features, SAM struggles with rock CT/SEM images due to their absence in its training set and the low-contrast nature of grayscale images.
no code implementations • 10 Nov 2023 • Zhaoyang Ma, Xupeng He, Hyung Kwak, Jun Gao, Shuyu Sun, BiCheng Yan
In digital rock physics, analysing microstructures from CT and SEM scans is crucial for estimating properties like porosity and pore connectivity.
1 code implementation • Expert Systems with Applications 2023 • Yi Lin, Jingchi Jiang, Dongxin Chen, Zhaoyang Ma, Yi Guan, Xiguang Liu, Haiyan You, Jing Yang
In this study, we propose an acne diagnosis method, Diagnostic Evidence Distillation (DED), that suitably adapts the characteristics of acne diagnosis and can be applied to diagnose under different acne criteria.
Ranked #1 on Acne Severity Grading on ACNE04 (Accuracy metric)
1 code implementation • IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2023 • Yi Lin, Jingchi Jiang, Dongxin Chen, Zhaoyang Ma, Yi Guan, Xiguang Liu, Haiyan You, Jing Yang, Xue Cheng
Acne Vulgaris seriously affects people’s daily life.
Ranked #2 on Acne Severity Grading on ACNE04 (Accuracy metric)
1 code implementation • Computer Methods and Programs in Biomedicine 2022 • Yi Lin, Jingchi Jiang, Zhaoyang Ma, Dongxin Chen, Yi Guan, Haiyan You, Xue Cheng, Bingmei Liu, Gongning Luo
Methods: A unified acne grading framework that can be generalized to apply referring to different grading criteria is developed.
Ranked #3 on Acne Severity Grading on ACNE04 (Accuracy metric)
no code implementations • IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2022 • Yi Lin, Yi Guan, Zhaoyang Ma, Haiyan You, Xue Cheng, Jingchi Jiang
In this paper, the global estimation of acne severity grading is studied by Convolutional Neural Networks (CNNs) and a unified acne grading framework that can diagnose referring to different grading criteria is proposed.
Ranked #3 on Acne Severity Grading on ACNE04 (Accuracy metric)