• 한국IT서비스학회지
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• 제6권3호
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• pp.241-249
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• 2007

This paper describes a real-time face tracking system using effective detector and Kalman filter. In the proposed system, an image is separated into a background and an object using a real-time updated face color for effective face detection. The face features are extracted using the five types of simple Haar-like features. The extracted features are reinterpreted using Principal Component Analysis (PCA), and interpreted principal components are used for Support Vector Machine (SVM) that classifies the faces and non-faces. The moving face is traced with Kalman filter, which uses the static information of the detected faces and the dynamic information of changes between previous and current frames. The proposed system sets up an initial skin color and updates a region of a skin color through a moving skin color in a real time. It is possible to remove a background which has a similar color with a skin through updating a skin color in a real time. Also, as reducing a potential-face region using a skin color, the performance is increased up to 50% when comparing to the case of extracting features from a whole region.

• 한국의학물리학회지:의학물리
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• 제6권2호
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• pp.3-12
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• 1995

두께가 50 $\mu\textrm{m}$인 니오비움 필터와 정량적으로 대등하게 결정된 알루미늄 필터를 입사표면 선량, 영상의 질, X-선관에 걸리는 부하를 진단 방사선의 에너지 영역에서 평가하였다. 입사 표면 선량의 감쇠와 선관에 걸리는 부하의 증가를 비교해 볼 때 두 경우에 특이할 만한 큰 차이가 없었고 이 때 필름상의 화상의 대조도는 일정하게 유지 시켰다. 임상에서 알루미늄 필터를 니오비움 필터로 대용하기 위하여 진단 방사선의 에너지 영역의 중간지점, 90 kVp, 에서 대등한 알루미늄 필터의 두께를 측정하였고 이 필터를 73 kVp 와 125 kVp에 적용시켜 입사 표면 선량과 X-선관에 걸리는 부하를 비교 평가하였다. 선택된 두 kVp에서 두 필터의 경우에 특이할 만한 차이는 없었다. 니오비움과 대등한 두께의 알루미늄 필터는 니오비움 필터의 저렴한 대체물로 쓰일 수 있다.

• 한국멀티미디어학회논문지
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• 제18권5호
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• pp.610-619
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• 2015

*In this paper, we propose a real-time face tracking system using an adaptive face detector and a tracking algorithm. An image is divided into the regions of background and face candidate by a real-time updated skin color identifying system in order to accurately detect facial features. The facial characteristics are extracted using the five types of simple Haar-like features. The extracted features are reinterpreted by Principal Component Analysis (PCA), and the interpreted principal components are processed by Support Vector Machine (SVM) that classifies into facial and non-facial areas. The movement of the face is traced by Kalman filter and Mean shift, which use the static information of the detected faces and the differences between previous and current frames. The proposed system identifies the initial skin color and updates it through a real-time color detecting system. A similar background color can be removed by updating the skin color. Also, the performance increases up to 20% when the background color is reduced in comparison to extracting features from the entire region. The increased detection rate and speed are acquired by the usage of Kalman filter and Mean shift.

• 대한방사선기술학회지:방사선기술과학
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• 제15권1호
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• pp.89-97
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• 1992

X-ray quality is identified numerically by half value layer(H.V.L) and the HVL is affected by the kVp and the amount of filtration in the useful beam. X-ray quality evaluated by H.L.D is influenced by kVp and filtration. Author had several experiments with phantom in diameter of 8 cm normal adult chest, for reduction of radiation dose of the patients in diagnostic radiology and got some results. 1. H.V.L is increased the thicker the filter and the higher the kVp. 2. If the kVp is increased from 60 to 120, the skin dose can be reduced as 34%(Skin dose of 60 kVp with 4 mmAl filter : 100%). 3. If the 4 mmAl filter with 60 kVp is added to x-ray tube, skin dose can be reduced as 23% than no filter. 4. Therefore high kVp and filtration can increase output to input dose ratio and 120 kVp and 4 mmAl filter were most effective for reduction of patient dose in chest radiography.

• 한국지능시스템학회논문지
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• 제19권5호
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• pp.609-614
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• 2009

본 논문에서는 내부 운전자에게 위협이 될 수 있는 실시간 금속 물체 탐지 시스템을 제안한다. 제안된 시스템은 퍼지 이론를 이용하여 금속 물체를 탐지할 수 있는 색상 필터를 설계하는 알고리즘과 차량안의 특정 영역 내에서 FSCF(Fuzzy Skin Color Filter)를 이용하여 운전자의 얼굴 영역을 탐지하는 알고리즘을 제안한다. 또한, 탐지된 동승자의 손 영역을 기점으로 색상기반 원형탐색 기법을 사용하여 최종적으로 위협을 가할 수 있는 금속물체의 후보영역을 설정하고, 제안된 금속 물체 필터를 적용하여 최종적인 금속물체영역을 탐지 한다. 마지막으로 제안된 방법은 여러 실험을 통해 내부 운전자 보호를 위한 금속물체 탐지 시스템의 우수성을 증명한다.

• 대한방사선치료학회지
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• 제34권
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• pp.7-12
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• 2022

목 적: 볼루스 적용이 어려운 코와 같은 요철 부위 치료 시 피부 선량 확보에 어려움이 있는 경우, IMRT(Intensity Modulated Radiation Therapy)전달 기법 과 평균 에너지가 낮은 FFF(Flattening Filter Free)를 조합한 치료 계획으로 피부 선량 증가 여부를 팬텀 실험을 통해 알아보고자 하였다. 대상 및 방법: 두경부암 치료시 가장 흔하게 사용하는 6MV-FF(Flattening Filter) VMAT(Volumetric-Modulated Arc Therapy) 치료계획을 기준으로 정하고, VMAT와 IMRT, FF와 FFF, 5 mm 볼루스 적용 유무를 조합하여 비교군을 생성하였다. 란도 팬텀 콧등에 가상 타겟을 생성하였고, 5 mm 의 가상의 볼루스를 란도 팬텀 콧등 위에 완전 밀착을 가정하여 적용하였다. 팬텀의 코를 기준으로 5개 측정지점을 정하고 각각의 치료계획 을 치료테크닉과 bolus 적용유무에 맞게 치료계획 당 3회를 조사하여 흡수선량을 측정하였다. 결 과: FF vs FFF 에서의 피부선량 차이는 VMAT bolus off에서 FFF인 경우 증가하였고, IMRT bolus off의 경우 차이를 나타내지 않았다. VMAT bolus 5 mm, IMRT bolus 5 mm에서는 FFF에서 오히려 피부선량이 감소되는 것을 확인 할 수 있었다. VMAT vs IMRT 피부선량 차이는 FFF bolus off 의 경우에만 피부선량이 증가했고, 나머지는 통계적 차이가 없었다. bolus off vs bolus 5 mm 에서의 피부선량 차이는 IMRT FFF 을 사용했을 경우만 제외하고는 모두 bolus 5 mm 에서 피부선량이 증가하는 것을 확인하였다. IMRT와 FFF를 조합한 치료 계획은 통상적으로 사용되는 VMAT와 FF를 사용하여 5 mm 볼루스를 적용한 치료 계획 피부선량의 측정값을 분석한 결과 통계적으로 유의미한 차이를 발견하지 못했다. 따라서 IMRT_FFF 를 사용함으로써 VMAT_FF 에 5 mm 볼루스 적용한 것과 비슷한 수준의 피부선량 전달이 가능할 것이라 사료되며, 이는 높은 피부선량이 필요하지만, 볼루스 적용이 어려운 환자와 같은 경우에 유용할 수 있다. 결 론: 볼루스 적용이 어려운 환자의 경우, VMAT와 FF에 비교하여 IMRT와 FFF를 적절히 조합한 치료 계획으로 피부 선량 증가를 기대할 수 있다.

• 한국멀티미디어학회논문지
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• 제21권2호
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• pp.117-129
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• 2018

In this paper, we suggest a new system that detects abnormal region of skim. First, an illumination elimination algorithm which uses LAB color model is processed on input facial image to obtain robust facial image for illumination, and then gabor filter is processed to detect the reactivity of discontinuity. And last, the density-based spatial clustering of applications with noise(DBSCAN) algorithm is processed to classify areas of wrinkles, dots, and other skin diseases. This method allows the user to check the skin condition of the images taken in real life.

• 한국멀티미디어학회논문지
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• 제25권8호
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• pp.1203-1211
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• 2022

Melanoma is a skin cancer that starts in pigment-producing cells (melanocytes). The death rates of skin cancer like melanoma can be reduced by early detection and diagnosis of diseases. It is common for doctors to spend a lot of time trying to distinguish between skin lesions and healthy cells because of their striking similarities. The detection of melanoma lesions can be made easier for doctors with the help of an automated classification system that uses deep learning. This study presents a new approach for melanoma classification based on an ensemble of deep convolution neural networks and a Log-Gabor filter. First, we create the Log-Gabor representation of the original image. Then, we input the Log-Gabor representation into a new ensemble of deep convolution neural networks. We evaluated the proposed method on the melanoma dataset collected at Yonsei University and Dongsan Clinic. Based on our numerical results, the proposed framework achieves more accuracy than other approaches.

• Biomolecules & Therapeutics
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• 제10권4호
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• pp.246-252
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• 2002

In recent years, the safety of sunscreens has been challenged based on the reports of their adverse effect on users; dermatitis, allergic contact dermatitis and photo allergic contact dermatitis. The unscientific idea that higher SPF sunsreen is good for health mealeads many users to tend to prefer higher SPF sunscreen. In the toxicological aspect, the need to investigate the safety of sunscreens is steadily increasing. However, there were few studies on the correlation between sun protection factor (SPF) and the safety of sunscreens. The objective of this study was to assess whether there was a correlation between SPF and the safety of sunscreens. We measured in vitro SPF index using homosalate as a standard and examined the toxicity tests such as primary skin irritation tests, ocular irritation test and skin sensitization test. Homosalate (HS), octyl methoxycinnamate (OMC), octyl salicylate (OS), octocrylene (OC) as UVB organic filter and benzophenone-3 (BP3), butyl methoxy dibenzoil methane (BMDM) as UVA organic filter, and titanium dioxide (TD), zinc oxide (ZO) as inorganic filters were used. The skin irritation indexes in rabbits treated with HS, OMC, OS, BP3, and BMDM were significantly increased as SPF indices were increased. Neither ocular irritation in rabbits nor skin sensitization in guinea pigs were increased. It suggests that there might be a good correlation between SPF and the skin irritation indices of organic UV filters and skin irritation might be one of most sensitive index to assess the safety of sunscreens.

• 전력전자학회:학술대회논문집
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• 전력전자학회 2007년도 하계학술대회 논문집
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• pp.247-249
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• 2007

This paper proposes a dry-type surface myoelectric sensor for the myoelectric hand prosthesis. The designed surface myoelectric sensor is composed of skin interface and processing circuits. The skin interface has one reference and two input electrodes, and the reference electrode is located in the center of two input electrodes. Considering the conduction velocity and the median frequency of the myoelectric signal, the inter-electrode distance (IED) between two input electrodes as 18mm, 20mm, and 22mm is selected. The signal processing circuit consists of a differential amplifier with a band pass filter, a band rejection filter for rejecting 60㎐ power-line noise, amplifier, and a level circuit. Using SUS440, six prototype skin interface with different reference electrode shape and IED is fabricated, and their output characteristics are evaluated by output signal obtained from the forearm of a healthy subject. The experimental results show that the skin interface with parallel bar shape and the 18mm IED has a good output characteristics. The fabricated dry-type surface myoelectric sensor is evaluated for the upper-limb amputee.