Search Results for author: Haiyan You

Found 4 papers, 3 papers with code

DED: Diagnostic Evidence Distillation for acne severity grading on face images

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)

Acne Severity Grading Image Classification +2

Paper
Code

Acne Severity Grading on Face Images via Extraction and Guidance of Prior Knowledge

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)

Acne Severity Grading Image Classification

Paper
Code

KIEGLFN: A unified acne grading framework on face images

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)

Acne Severity Grading

Paper
Code

An Acne Grading Framework on Face Images via Skin Attention and SFNet

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)

Acne Severity Grading

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