Multi-task joint learning model for segmenting and classifying tongue images using a deep neural network

Q Xu, Y Zeng, W Tang, W Peng, T Xia… - IEEE journal of …, 2020 - ieeexplore.ieee.org
Automatic tongue image segmentation and tongue image classification are two crucial
tongue characterization tasks in traditional Chinese medicine (TCM). Due to the complexity …

A multi-step approach for tongue image classification in patients with diabetes

J Li, J Huang, T Jiang, L Tu, L Cui, J Cui, X Ma… - Computers in Biology …, 2022 - Elsevier
Abstract Background In China, diabetes is a common, high-incidence chronic disease.
Diabetes has become a severe public health problem. However, the current diagnosis and …

LAIU-Net: a learning-to-augment incorporated robust U-Net for depressed humans' tongue segmentation

M Marhamati, AAL Zadeh, MM Fard, MA Hussain… - Displays, 2023 - Elsevier
Computer-aided tongue diagnosis system requires segmentation of the tongue body. The
frequent movement of the tongue due to its natural flexibility often causes shape variability in …

[PDF][PDF] Application of artificial intelligence in tongue diagnosis of traditional Chinese medicine: a review

Z Chen, X Zhang, RJ Qiu, Y Sun, R Zheng… - TMR Mod Herb …, 2021 - tmrjournals.com
 Abstract Tongue diagnosis is an important process to non-invasively assess the condition
of a patient's internal organs in traditional Chinese medicine (TCM) and each part of the …

Robust multi-view feature selection

H Liu, H Mao, Y Fu - 2016 IEEE 16th International Conference …, 2016 - ieeexplore.ieee.org
High-throughput technologies have enabled us to rapidly accumulate a wealth of diverse
data types. These multi-view data contain much more information to uncover the cluster …

Tongue image segmentation via color decomposition and thresholding

Z Li, Z Yu, W Liu, Y Xu, D Zhang… - … Practice and Experience, 2019 - Wiley Online Library
Tongue image segmentation is a crucial step in developing an automatic tongue diagnosis
system. After exploring characteristics of image thresholding in different color spaces, we …

Regional image analysis of the tongue color spectrum

S Yamamoto, N Tsumura, T Nakaguchi… - International Journal of …, 2011 - Springer
Abstract Purpose Kampo medicine (Japanese traditional herbal medicine) can identify
“Mibyou”(disease-oriented state) based on visual tongue inspection by a trained physician …

Patch-driven tongue image segmentation using sparse representation

W Liu, C Zhou, Z Li, Z Hu - IEEE Access, 2020 - ieeexplore.ieee.org
Tongue diagnosis plays a key role in TCM (Traditional Chinese Medicine) diagnosis.
Tongue image segmentation lays a solid foundation for quantitative tongue analysis and …

Color image segmentation metrics

M Harouni, HY Baghmaleki - Encyclopedia of Image Processing, 2018 - books.google.com
An automatic image segmentation procedure is an inevitable part of many image analyses
and computer vision which deeply affect the rest of the system; therefore, a set of interactive …

An efficient tongue segmentation model based on u-net framework

Q Ruan, Q Wu, J Yao, Y Wang, HW Tseng… - International Journal of …, 2021 - World Scientific
In the intelligently processing of the tongue image, one of the most important tasks is to
accurately segment the tongue body from a whole tongue image, and the good quality of …