• Title/Summary/Keyword: face mask

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Masked Face Temperature Measurement System Using Deep Learning (딥러닝을 활용한 마스크 착용 얼굴 체온 측정 시스템)

  • Lee, Min Jeong;Kim, Yoo Mi;Lim, Yang Mi
    • Journal of Korea Multimedia Society
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    • v.24 no.2
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    • pp.208-214
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    • 2021
  • Since face masks in public were mandated during COVID-19, more people have taken temperature checks, with their masks on. The study has developed a contactless thermal camera that accurately measures temperatures of people wearing different kinds of masks, detect people wearing masks wrong, and record the temperature data. The built-in system that identifies people wearing masks wrong is what masks our contactless thermal camera differentiated from other thermal cameras. Also our contactless thermal camera can keep track of the number of mask wearers in different regions and their temperatures. Thus, the analysis of such regional data can significantly contribute to stemming the spread of the virus.

Effect of a pathogenic bacteria filtration instrument for infection prevention during mouth-to-mouth ventilation (입-입 인공호흡(Mouth-to-mouth ventilation)을 위한 감염방지 도구의 병원성 세균 여과 효과)

  • Shim, Gyu-Sik;Kim, Eun-Mee
    • The Korean Journal of Emergency Medical Services
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    • v.20 no.3
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    • pp.49-56
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    • 2016
  • Purpose: The purpose of this study was to investigate the effect of a pathogenic bacteria filtration instrument for infection prevention during mouth-to-mouth ventilation. Methods: Two kinds of face shields were used for the study. One rescuer blew the filter through a bag valve mask and the filter was then cultured for bacteria. The mask was tested both on the front and back side. Results: Two kinds of face shields including the KF shield and CM shield were tested. The KF shield has received national certification and it prevented transmission of bacterial infection but the CM shield showed the opposite result and did not prevent bacterial transmission. Pathogenic bacteria were found on the back of the CM shield. Conclusion: A certified face shield is very important to prevent bacterial transmission. Face shields should be demonstrated and used by paramedic students.

Identification System Based on Partial Face Feature Extraction (부분 얼굴 특징 추출에 기반한 신원 확인 시스템)

  • Choi, Sun-Hyung;Cho, Seong-Won;Chung, Sun-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.2
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    • pp.168-173
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    • 2012
  • This paper presents a new human identification algorithm using partial features of the uncovered portion of face when a person wears a mask. After the face area is detected, the feature is extracted from the eye area above the mask. The identification process is performed by comparing the acquired one with the registered features. For extracting features SIFT(scale invariant feature transform) algorithm is used. The extracted features are independent of brightness and size- and rotation-invariant for the image. The experiment results show the effectiveness of the suggested algorithm.

A Retrospective Study on Profile Having Favorable Response to Face Mask (상악 전방 견인 치료에 양호하게 반응하는 안모형태의 후향적 연구)

  • Hwang, Chung-Ju;Moon, Jeong-Lyon
    • The korean journal of orthodontics
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    • v.29 no.2 s.73
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    • pp.147-156
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    • 1999
  • Skeletal Cl III malocclusion is an orthopedic appliance mainly used for growing children with maxillary undergrowth, which largely entails skeletal Cl III malocclusion. It improves anterior crossbite and maxillary position and thus, enables patients to attain favorable Profile but often involves unfavorable profile with protrusive upper and lower lips. Therefore, if orthodontists have knowledge of which condition helps obtain favorable occlusion and profile, they are able to predict the prognosis and limitation of the treatment. This study was done in order to help obtain favorable Profile after treating growing skeletal Cl III children. In the study, we classified childern into two groups, the one with favorable profile(Group 1, n=12) and the other with unfavorable profile(Group 2, n=14) and, with retrospective study using pre- and post-treatment lateral cephalogram, drew the following conclusions. 1. As patients had more serious labioversion of upper incisors, they were more unlikely to have favorable profiles after the treatment. Protrusion of prosthion, which was related with maxillary incisors, also affected profiles. 2. As the NL-ML angle before the treatment was small, it was more likely to get favorable profile. 3. As the degree of lower lip protrusion was high, it was likely to have bialveolar protrusion after the treatment. 4. As the degree of downward and backward rotation of mandible was high, it was likely to get unfavorable profile.

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Finite Element Analysis of Stress Distribution in using Face Mask according to Traction Point (훼이스 마스크의 견인위치에 따른 응력분포에 관한 유한요소법적 연구)

  • Oh, Kyo-chang;Cha, Kyung-Suk;Chung, Dong-hwa
    • Journal of Dental Rehabilitation and Applied Science
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    • v.25 no.2
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    • pp.171-181
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    • 2009
  • The objective of this study was to analyse stress distribution of maxillary complex by use of face mask. The construction of the three-dimensional FEM model was based on the computed tomography(CT) scans of 13.5 years-old male subject. The CT image were digitized and converted to the finite element model by using the mimics program, with PATRAN. An anteriorly directed force of 500g was applied at the first premolar 45 degrees downwards to the FH plane and at the first molar 20 degrees downwards to the FH plane. When 45 degrees force was applied at maxillary first premolar, there were observed expansion at molar part and constriction at premolar part. The largest displacement was 0.00011mm in the x-axis. In the y-axis, anterior displacement observed generally 0.00030mm at maximum. In the z-axis, maxillary complex was displaced 0.00036 mm forward and downward. When 20 degrees force was applied at maxilla first molar, there were observed expansion at lateral nasal wall and constriction at molar part. The largest displacement was 0.001mm in the X-axis. In the Y-axis, anterior displacement observed generally 0.004mm at maximum. In the Z-axis, ANS was displaced upward and pterygoid complex was displaced downward. The largest displacement was 0.002mm.

Soft Tissue Change in Frontal View after Orthognathic Surgery for Class III Malocclusion: Analysis Using Facial 'Phi' Mask (Facial 'Phi' Mask를 이용한 3급 부정교합 환자의 악교정수술 후 정면부 연조직의 변화)

  • Heo, Young-Min;Kim, Hong-Soek;Paeng, Jun-Young;Hong, Jong-Rak;Kim, Chang-Soo
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.33 no.6
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    • pp.490-496
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    • 2011
  • Purpose: Dr. Marquardt made the facial 'phi' mask using golden ratio. Most class III patients have bulky faces and want a smaller face. Using a facial golden mask, this study estimated and compared frontal photographs before and after operation for soft tissue measurement. The golden mask can be considered as a reference tool for facial esthetic analyses especially in lower face. Methods: Forty patients who had undergone orthognathic surgery at Samsung Medical Center from January 2006 to December 2009 were included in this study. These patients had Class III malocclusion. Lateral cephalometric radiographs, frontal clinical photos of pre-op and 8~12 month later post-op, and the facial 'phi' mask using golden ratio, were used for analysis. Reduction of the lower face area, occlusal plane changes, amounts of mandible setback and amounts of maxilla posterior impaction were estimated. Results: Lower facial reduction ratio and mandibular setback amounts were significantly different between 1-jaw and 2-jaw groups. Average postoperative changes in the area of lower face between bilateral sagittal split ramus osteotomy (BSSRO) and BSSRO combined maxilla posterior impaction were compared by using an independent simple t-test and $P$ value was 0.016. Therefore, the lower facial reduction ratio and mandibular setback amount were significantly different in maxilla posterior impaction. Conclusion: The two-jaw surgery group showed more reduction of the lower facial area than the 1-jaw surgery group. The amount of lower facial reduction was more related with the amount of mandibular setback. There was no significant relation in lower facial reduction with amount of maxilla posterior impaction, pre-op occlusal plane, post-op occlusal plane and the mandibular angle. A relationship between the change in the lower facial area and the amount of maxilla posterior impaction or the change of mandibular angle occlusal plane at pre-op could not be found because of the difference in the amount of setback between two groups.

Modern Face Recognition using New Masked Face Dataset Generated by Deep Learning (딥러닝 기반의 새로운 마스크 얼굴 데이터 세트를 사용한 최신 얼굴 인식)

  • Pann, Vandet;Lee, Hyo Jong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.647-650
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    • 2021
  • The most powerful and modern face recognition techniques are using deep learning methods that have provided impressive performance. The outbreak of COVID-19 pneumonia has spread worldwide, and people have begun to wear a face mask to prevent the spread of the virus, which has led existing face recognition methods to fail to identify people. Mainly, it pushes masked face recognition has become one of the most challenging problems in the face recognition domain. However, deep learning methods require numerous data samples, and it is challenging to find benchmarks of masked face datasets available to the public. In this work, we develop a new simulated masked face dataset that we can use for masked face recognition tasks. To evaluate the usability of the proposed dataset, we also retrained the dataset with ArcFace based system, which is one the most popular state-of-the-art face recognition methods.

Development of Design Prototypes and Needs Analysis of Consumers of Fine Dust Mask -Focused on Children and Young Adults- (소비자 요구 분석 기반의 미세먼지 차단 마스크 디자인 개발 -어린이 및 청년층을 중심으로-)

  • Lee, Jeong sun;Koh, Ae-Ran;Ryu, Lim jeong;Hwang, Ye rin;Lee, Jee hyun
    • Journal of the Korean Society of Clothing and Textiles
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    • v.43 no.4
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    • pp.579-591
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    • 2019
  • This research investigated the needs analysis on consumers of fine dust masks to effectively develop a design prototype. Data were collected through focus group interviews on 32 individuals who have used fine dust masks. As a result, there is a new demand by consumers for technology based design changes that better fit the nose and face. Consumers preferred the smell and feel of traditional Korean paper. Young adults expressed the importance of masks that can be used for protection as well as fashion. The prototype improved the drawbacks of existing models using an origami-inspired design in a variety of colors, patterns and in sizes that are customized to fit the wearer. The proposed prototype is made of Dak felt fibers and jersey materials. It is characterized by downward-facing ear bands made of polyurethane to improve the fit around the ears and chin to more effectively block incoming air. The mask is foldable and has a crease that goes along the chin to increase the amount of enclosed space against the face making it easier to breathe compared to existing mask designs.

Evaluation of skin improvement effect and feeling of use by a hydrogel face mask pack (하이드로겔 팩을 이용한 피부개선 효과 및 사용감 평가)

  • Kwon, Hye-Jin
    • Journal of the Korean Applied Science and Technology
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    • v.37 no.6
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    • pp.1773-1778
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    • 2020
  • This study evaluated the skin improvement effect and feeling of use of a temperaturesensitive hydrogel mask pack containing an hyaluronic acid. Ten women in their 30s to 40s who met the selection criteria were tested. The hydrogel mask pack was applied 3 times a week for 4 weeks, and moisture, oil, and skin tone were measured. As a result, skin moisture content increased by 11.3% after one application and 58.36% after 4 weeks of use, showing a very high rate of moisture increase. The oil content increased by 67% after one use, and after that, an appropriate amount of oil was maintained. Did not increase any more. Skin tone increased after 4 weeks. After 4 weeks, evaluation of application feeling and sensory efficacy obtained 87.6% of positive results. As a result of the above, the temperature-sensitive hydrogel mask pack helps to improve the skin and has an excellent feeling of use.

Headache related to mask use of healthcare workers in COVID-19 pandemic

  • Toksoy, Cansu Koseoglu;Demirbas, Hayri;Bozkurt, Erhan;Acar, Hakan;Boru, Ulku Turk
    • The Korean Journal of Pain
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    • v.34 no.2
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    • pp.241-245
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    • 2021
  • Background: It has been reported that a new type of headache may develop as a result of face mask use during the COVID-19 pandemic. The aim of this study is to investigate the clinical features of face mask-related headache during the COVID-19 pandemic. Methods: This is a cross-sectional study carried out on healthcare workers at the Afyonkarahisar Health Sciences University. The number of workers at our university was established. Sample size was calculated using the G*Power program. A questionnaire consisting of questions relating to pre-existing headache, an aggravation in headache, and de-novo headache was filled out by 3 neurologists with all participants. Results: Data was collected from a total of 375 participants, after the exclusion of 5 individuals who refused to participate. Out of all participants, 26 (6.9%) used a filtering mask, 274 (73.1%) used a surgical mask, 75 (20.0%) participants used a combination of both masks. The number of participants with preexisting headache was 114 (30.4%) had pre-existing headache. Of those with pre-existing headache, 77 (67.5%) healthcare workers had reported an aggravation in their headache after mask use. De-novo headache was observed in 116 (30.9%) of participants. De-novo headache characteristics included throbbing in 17 (14.7%) participants and pressing in 99 (85.3%) participants. In addition, symptoms such as tachypnea, sleep disturbance, and fatigue were found to be significantly higher. Conclusions: This study indicates that healthcare workers develop headaches due to use of masks during the COVID-19 outbreak.