• 제목/요약/키워드: Facial Wrinkle

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Automated Facial Wrinkle Segmentation Scheme Using UNet++

  • Hyeonwoo Kim;Junsuk Lee;Jehyeok, Rew;Eenjun Hwang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.8
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    • pp.2333-2345
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    • 2024
  • Facial wrinkles are widely used to evaluate skin condition or aging for various fields such as skin diagnosis, plastic surgery consultations, and cosmetic recommendations. In order to effectively process facial wrinkles in facial image analysis, accurate wrinkle segmentation is required to identify wrinkled regions. Existing deep learning-based methods have difficulty segmenting fine wrinkles due to insufficient wrinkle data and the imbalance between wrinkle and non-wrinkle data. Therefore, in this paper, we propose a new facial wrinkle segmentation method based on a UNet++ model. Specifically, we construct a new facial wrinkle dataset by manually annotating fine wrinkles across the entire face. We then extract only the skin region from the facial image using a facial landmark point extractor. Lastly, we train the UNet++ model using both dice loss and focal loss to alleviate the class imbalance problem. To validate the effectiveness of the proposed method, we conduct comprehensive experiments using our facial wrinkle dataset. The experimental results showed that the proposed method was superior to the latest wrinkle segmentation method by 9.77%p and 10.04%p in IoU and F1 score, respectively.

A Clinical Study on Facial Wrinkles Treated with Miso Facial Acupuncture - Measured by The Facial Skin Photographing System - (미소안면침 시술의 안면 주름 개선 효과 임상보고 - 전안촬영기를 이용하여 -)

  • Lee, Kyung-Min;Lim, Seong-Chul;Kim, Jae-Su;Lee, Bong-Hyo
    • Journal of Acupuncture Research
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    • v.27 no.1
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    • pp.101-107
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    • 2010
  • Objectives : The purpose of this study was to estimate the wrinkle treatment effect of Miso Facial Acupuncture with the facial skin photographing system. Methods : Six middle-aged women with no diseases were recruited. Miso Facial Acupuncture, a total ten times was performed three times a week. The facial skin photograph of each participant was checked two times-pretreatment, posttreatment-using the facial skin photographing system. Both squares and counts of wrinkles in the facial 3 parts were measured for each one. Results : Both squares and counts of wrinkles were decreased on average. The improvement of lower eyelid were the best of all. And the wrinkles of outside of lip were reduced a little. Conclusions : in this study, we could evaluate the wrinkle treatment effects of Miso Facial Acupuncture by an objective and scientific method. Miso Facial Acupuncture has notable effect in wrinkle treatment. As though we had not wide experiences in this treatment, more researches are needed.

Case Report of the Effects of Miso Facial Rejuvenation Acupuncture on Skin Care (미소안면침이 피부미용에 미치는 영향에 대한 증례 보고)

  • Son, Ji-Young;Park, Mee-Yeon;Choi, Hae-Yun;Kim, Jong-Dae
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.24 no.6
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    • pp.1062-1067
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    • 2010
  • The purpose of this study was to estimate skin care effect of Miso Facial Rejuvenation Acupuncture with the facial skin photographing system and ultrasonography. 4 Patients who made first visits to Daegu Oriental Hospital of Daegu Hanny University from August 7, 2009 to August 12, 2009 were each given five-times treatments of Miso Facial Rejuvenation Acupunture. The facial skin photography of each participant was checked two times-pretreatment, posttreatment-using the facial skin photographing system and ultrasonography. The squares and counts of 2parts of facial winkles and thickness of masseter muscle were measured for each one. The squares and counts of facial wrinkles were decreased. The thickness of masseter muscle were decreased. On this study, we could evaluate the wrinkle treatment effects and reduction of masseter muscle of Miso Facial Rejuvenation Acupuncture by an objective method. Miso Facial Rejuvenation Acupuncture has notable effect in wrinkle treatment and reduction of masseter muscle. As though we had not wide experience in this treatment, more research is needed.

A Study on Facial Wrinkle Detection using Active Appearance Models (AAM을 이용한 얼굴 주름 검출에 관한 연구)

  • Lee, Sang-Bum;Kim, Tae-Mook
    • Journal of Digital Convergence
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    • v.12 no.7
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    • pp.239-245
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    • 2014
  • In this paper, a weighted value wrinkle detection method is suggested based on the analysis on the entire facial features such as face contour, face size, eyes and ears. Firstly, the main facial elements are detected with AAM method entirely from the input screen images. Such elements are mainly composed of shape-based and appearance methods. These are used for learning the facial model and for matching the face from new screen images based on the learned models. Secondly, the face and background are separated in the screen image. Four points with the biggest possibilities for wrinkling are selected from the face and high wrinkle weighted values are assigned to them. Finally, the wrinkles are detected by applying Canny edge algorithm for the interested points of weighted value. The suggested algorithm adopts various screen images for experiment. The experiments display the excellent results of face and wrinkle detection in the most of the screen images.

Application of botulinum toxin in maxillofacial field: Part II. Wrinkle, intraoral ulcer, and cranio-maxillofacial pain

  • Kwon, Kyung-Hwan;Shin, Kyung Su;Yeon, Sung Hee;Kwon, Dae Gun
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.41
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    • pp.42.1-42.15
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    • 2019
  • Botulinum toxin (BTX) is used in various ways such as temporarily resolving muscular problems in musculoskeletal temporomandibular disorders, inducing a decrease in bruxism through a change in muscular patterns in a patient's bruxism, and solving problems in patients with tension headache. And also, BTX is widely used in cosmetic applications for the treatment of facial wrinkles after local injection, but conditions such as temporomandibular joint disorders, headache, and neuropathic facial pain could be treated with this drug. In this report, we will discuss the clinical use of BTX for facial wrinkle, intraoral ulcer, and cranio-maxillofacial pain with previous studies and share our case.

The Effect of Needle-embedding Therapy on the Improvement Against Facial Wrinkles: A Case Series (매선치료의 안면주름 개선효과 10례)

  • Lee, Seung-Min;Lee, Chang-Woo;Jeon, Ju-Hyun;Kim, Young-Il
    • Journal of Acupuncture Research
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    • v.28 no.4
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    • pp.143-147
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    • 2011
  • Objectives : The purpose of this study was to examine the effect of needle-embedding therapy against facial wrinkle. Methods : Ten patients with facial wrinkles were treated with needle-embedding therapy. Pictures and satisfaction questionnaire were compared before and after the treatment. And all patients were examined for adverse side effect after needle-embedding therapy. Results : After treatment, facial wrinkles were visibly improved after needle-embedding therapy. There were no adverse side effect except bruise. Conclusions : This study suggests that needle-embedding therapy can improve facial wrinkles.

The Efficacy of Korean Herbal Cosmetics for Facial Skin Elasticity (한방화장품이 안면부의 탄력 개선에 미치는 영향)

  • Kim, Min-Hee;Yun, Young-Hee;Cho, Ga-Young;Choi, In-Hwa
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.25 no.3
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    • pp.150-159
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    • 2012
  • Objective : The purpose of this study was to evaluate the effect of korean herbal cosmetics for facial skin elasticity. Methods : We recruited patients and divided them to cosmetics group and control group randomly. We provided korean herbal cosmetics to cosmetics group and subjects in cosmetics group applied the provided cosmetics for 4 weeks. Control group waited and applied cosmetics that had previously used for 4 weeks. We assessed all subjects in 0 week, 2 weeks and 4 weeks. Primary assessment instrument was moire topography photo scale. Second assessment instrument was skin moisture, oiliness and elasticity which assessed with skintouch system v1.0, detox/regeneration questionnaire score and self-evaluating facial wrinkle/looseness score. Result : Moire topography photo scale improved in cosmetics group than control group significantly. Skin moisture and elasticity assessed with skintouch system improved in cosmetics group than control group significantly while skin oiliness assessed with skintouch system have not improved significantly. Detox/regeneration questionnaire score and self-evaluating facial wrinkle/looseness score improved in cosmetics group than control group significantly. Conclusion : Korean herbal cosmetics application might be effective method for facial skin elasticity.

A Study on Cosmetic Acupuncture Through Anatomy and Physiology Interpretation (해부생리학 해석을 통한 미용침의 연구)

  • Kim, Min-Sik
    • Korean Journal of Acupuncture
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    • v.30 no.3
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    • pp.171-177
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    • 2013
  • Objectives : The purpose of this study is to investigate the mechanism of Cosmetic Acupuncture through reinterpretation of anatomy and physiology. Methods : The causes of wrinkle increases and rapid aging of facial skin were studied and the theoretical system of Cosmetic Acupuncture treatment was analyzed through anatomy and physiology reinterpretation. Results and Conclusions : An increase in wrinkles and rapid aging of facial skin is caused by xerosis. Skin condition represents the condition of subcutaneous muscle. The reason why skin becomes easily dry is the heat produced by craniofacial part. Craniofacial part always generates lot of physiological fever because of the muscles. This physiological fever is produced from the muscles that are responsible for maintaining skull suture, controlling the movement of temporomandibular joint, maintaining head and neck posture. Controlling this fever is the crux of Cosmetic Acupuncture mechanism. These muscles correspond to Foot Taeyang meridian-muscle, Foot Soyang meridian-muscle and Foot Yangmyung meridian-muscle. Cosmetic Acupuncture is effective for preventing facial skin from aging and wrinkle increase by mechanical stimulus on facial muscles, and for controlling craniofacial part meridian-muscle system producing the heat.

Assessment of visibility of facial wrinkle reduction by various types of observers

  • Westerink, J.H.D.M.
    • Proceedings of the SCSK Conference
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    • 2003.09a
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    • pp.448-456
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    • 2003
  • The prime objective of many facial wrinkle-reduction treatments is to achieve visible improvement. Thus the visibility of before/after treatment differences is often part of an efficacy assessment. This paper investigates whether the background knowledge of the people acting as observers in such assessments is of impact on the results: e.g. the subjects themselves are familiar with their faces, skin professionals have much experience in judging skin quality, and thus both might be more sensitive to small changes. In a clinical study 44 Female subjects were regularly treated during a period of 12 weeks with one of three wrinkle-reduction methods: K, Land M (placebo). Photographs were taken before treatment and at 6 and 12 weeks. The photographs were judged by 3 types of observers:ㆍ24 Lay observers were given the 0&6-week and the 0&12-week photo pairs of all subjects to indicate the one with the least wrinkles in a two-alternative forced-choice (TAFC) procedure.ㆍThe subjects themselves were given the 0&6-weel and the 0&12-week pair of their own photos (8 replications) to indicate the photo with the least wrinkles (TAFC).ㆍA trained panel of skin professionals (N=3) each gave 9-point Fitzpatrick wrinkle-severity scores for all individual 0-week and 12-week photos. We found that the lay observers perceived the same differences as the subjects themselves: significant improvements after 12 weeks for treatment K (p<0.0005 and p=0.005, respectively), no visible effects for treatments Land M, and, most importantly, a significant difference between treatments K and M/placebo (p=0.02 and p=0.04, respectively). Also the trained panel found this difference between K and M (p=0.013), but here it was due to a significant deterioration over time of the 'placebo-treated' wrinkles (M, p=0.03). Thus in conclusion we have found no indications that extra knowledge - in the form of familiarity with the own face or in the form of professional training - results in the identification of more treatments that show significantly visible wrinkle-reduction.

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