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Deep Upscale U-Net for automatic tongue segmentation

Medical & Biological Engineering & Computing
In a treatment or diagnosis related to oral health conditions such as oral cancer and oropharyngeal cancer, an investigation of tongue's movements is a major part. In an automatic measurement of such movement, it must first start with a task of tongue segmentation.
Worapan Kusakunniran   +6 more
openaire   +2 more sources

Tongue image segmentation via thresholding and clustering

2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2017
Tongue diagnosis is widely used in Traditional Chinese Medicine (TCM). Tongue image segmentation plays a key role in developing an automatic tongue diagnosis system. To achieve tongue image segmentation (i.e., extraction of tongue body), we propose a method based on image thresholding and image clustering.
Zuoyong Li   +5 more
openaire   +1 more source

[Image segmentation in tongue characterization].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi, 2009
Tongue diagnosis is one of the essential methods of traditional Chinese medical diagnosis. The accuracy of tongue diagnosis can be improved by tongue characterization. Tongue area segmentation and homogeneous regions segmentation in tongue are important contents of preprocess of tongue image.
Yuzhong, Wang   +4 more
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An automatic tongue detection and segmentation framework for computer-aided tongue image analysis

2011 IEEE 13th International Conference on e-Health Networking, Applications and Services, 2011
Traditional Chinese Medicine (TCM) has a long history and has been recognized as a popular alternative medicine in western countries. Tongue diagnosis is a significant procedure in computer-aided TCM, where tongue image analysis plays a dominant role. In this paper, we proposed a fully automatic tongue detection and tongue segmentation framework, which
null Wentao Xu   +6 more
openaire   +1 more source

An automatic tongue detection and segmentation framework for computer-aided tongue image analysis

International Journal of Functional Informatics and Personalised Medicine, 2012
Traditional Chinese Medicine (TCM) has a long history and has been recognised as a popular alternative medicine in western countries. Tongue diagnosis is a significant procedure in computer–aided TCM, where tongue image analysis plays a dominant role. In this paper, we propose a fully automatic tongue detection and segmentation framework that includes ...
Ratchadaporn Kanawong   +5 more
openaire   +1 more source

Automated Tongue Image Segmentation in Tongue Diagnosis

2023 8th International Conference on Signal and Image Processing (ICSIP), 2023
Qian Zhang, Fangping Mu
openaire   +1 more source

C2G2FSnake: automatic tongue image segmentation utilizing prior knowledge

Science China Information Sciences, 2011
Extraction of the tongue body from digital images is essential for automated tongue diagnoses in traditional Chinese medicine. This paper presents a fully automated active contour initial method that utilizes prior knowledge of the tongue shape and its location in tongue images.
MiaoJing Shi, GuoZheng Li, FuFeng Li
openaire   +1 more source

Tongue Image Segmentation Based on Fuzzy Rough Sets

2009 International Conference on Environmental Science and Information Application Technology, 2009
The paper studied a new theory of fuzzy rough sets, and presented a method to segment tongue image. It presented an algorithm of Fuzzy Rough Clustering Based on Grid by the theory. The algorithm extracts condensation points by the theory of fuzzy rough sets, and quarters the data space layer by layer, and softens the edge of the dense block by drawing ...
Li Jiangping, Pan Baochang, Wei Yuke
openaire   +1 more source

Tongue image segmentation via color decomposition and thresholding

Concurrency and Computation: Practice and Experience, 2018
SummaryTongue image segmentation is a crucial step in developing an automatic tongue diagnosis system. After exploring characteristics of image thresholding in different color spaces, we propose a simple and effective tongue image segmentation method.
Zuoyong Li   +5 more
openaire   +1 more source

Tongue Image Segmentation via Color Decomposition and Thresholding

2017 4th International Conference on Information Science and Control Engineering (ICISCE), 2017
Tongue diagnosis is one of the most important diagnosis methods in Traditional Chinese Medicine (TCM). Tongue image segmentation is a crucial step of developing automatic tongue diagnosis system. After exploring the characteristics of different color models, we propose a tongue image segmentation method via thresholding in HSI and RGB color models. The
Zuoyong Li   +3 more
openaire   +1 more source

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