• 제목/요약/키워드: electronic skin

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Development of Stretchable Electronics Using Geometric Strategies and Applications

  • Seungkyu Lee;Kyusoon Pak;Jun Chang Yang;Steve Park
    • 센서학회지
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    • 제32권6호
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    • pp.370-377
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    • 2023
  • Soft and stretchable electronics, equipped with diverse functional devices, have recently garnered attention owing to their versatility in applications such as stretchable displays, flexible batteries, and electronic skin (e-skin). A fundamental challenge in realizing stretchable electronics lies in conferring the necessary flexibility to crucial electrical components such as electrodes and devices. However, the prevalent electronic materials, exhibit limited stretchability, presenting a significant obstacle to the advancement of soft and stretchable electronics. To overcome this challenge, various strategies rooted in geometrical engineering have been explored to enhance the adaptability of rigid materials. This study delves into the realm of geometrical engineering by, examining techniques such as serpentine patterns, kirigami-inspired designs, and island structures, with a keen focus on recent progress and future prospects.

합성곱 신경망 및 영상처리 기법을 활용한 피부 모공 등급 예측 시스템 (A Prediction System of Skin Pore Labeling Using CNN and Image Processing)

  • 이태희;황우성;최명렬
    • 전기전자학회논문지
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    • 제26권4호
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    • pp.647-652
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    • 2022
  • 본 논문은 사용자들에 의해 촬영된 피부이미지를 가공하여 데이터 세트를 구축하고, 제안한 영상처리 기법에 의해 모공 특징이미지를 생성하여, CNN(Convolution Neural Network) 모델 기반의 모공 상태 등급 예측 시스템을 구현한다. 본 논문에서 활용하는 피부이미지 데이터 세트는, 피부미용 전문가의 육안 분류 기준에 근거하여, 모공 특징에 대한 등급을 라벨링 하였다. 제안한 영상처리 기법을 적용하여 피부이미지로 부터 모공 특징 이미지를 생성하고, 모공 특징 등급을 예측하는 CNN 모델의 학습을 진행하였다. 제안한 CNN 모델에 의한 모공 특징은 전문가의 육안 분류 결과와 유사한 예측 결과를 얻었으며, 비교 모델(Resnet-50)에 의한 결과보다 적은 학습시간과 높은 예측결과를 얻었다. 본 논문의 본론에서는 제안한 영상처리 기법과 CNN 적용의 결과에 대해 서술하며, 결론에서는 제안한 방법에 대한 결과와 향후 연구방안에 대해 서술한다.

현대건축의 표피에서 나타나는 이미지 생성체적 특성 연구 (A Study of Characteristics of the Imagine Creator on the Architectural Skin in Contemporary Architecture)

  • 김도운;김동진
    • 한국실내디자인학회논문집
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    • 제23권4호
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    • pp.83-93
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    • 2014
  • Because the 'image' is the 'reality' in this era, there are the characteristics dematerialized between reality and non-reality in the contemporary architecture. These are promoting individualization, differentiation and multi-layered time with the development of electronic technology. This trend emphasizes the importance of imagines that are not only homogenized, simultaneous but also overlapped, multi-layered, discriminatory. Perspectives and essential characteristics of the architectural skin are changing in terms of the technical and social awareness and that means the skin has features as a complex body. Recently as an imagine creator, the architectural skin make form of media boundaries reflecting the various relationships between the observer and the external environment and also, the interior space become another sensory skin by removing the boundaries of the internal and external. It is important that making an identity of the architecture defined by the media or the imagine as well as the importance of space in architecture. These changes of skin make the third space based on the viewer's imagination and show the potential of new architectural skin with the expansion space by blurring the boundary between reality and illusion. It occurs to the diversity of the architectural skin with the identity. It will more diversified and be recognized immediately and sensibly through the interface attributes in contact with the city directly. In addition, it is more important that the skin become a unified body related with urban, social and cultural context.

워터쉐드 알고리즘을 이용한 지능형 비디오 영상 분할 시스템 (An Intelligent Video Image Segmentation System using Watershed Algorithm)

  • 양황규
    • 한국전자통신학회논문지
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    • 제5권3호
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    • pp.309-314
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    • 2010
  • 본 논문에서는 인터넷상에서의 지능형 감시 카메라 시스템(Intelligent Security Camera: ISC)을 제안한다. ISC 방법은 워터쉐드 알고리즘에 기반하여 카메라에 입력된 영상을 분할하는 단계와 skin-color model을 사용하여 얼굴의 후보지역을 탐지하는 단계, 그리고 마지막으로 SVM(Support Vector Machine)을 사용하여 얼굴 후보영역에서 얼굴을 검증하는 단계로 구성되어 있다. Skin-color Model을 이용하여 찾아진 얼굴후보 영역으로부터 웨이블렛 변환계수들을 추출한다. 웨이블렛 변환계수들을 SVM의 입력으로 하여 실제 얼굴영역을 검증한다. SVM의 입력으로 실험결과에서 제안된 방법이 감시시스템, 화상회의 시스템과 같은 얼굴을 인식 추적하는 시스템에 적용될 수 있음을 보인다.

Face Detection Algorithm using Color and Convex-Hull Based Region Information

  • Park, Minsick;Park, Chang-Woo;Park, Mignon
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2001년도 하계종합학술대회 논문집(3)
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    • pp.217-220
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    • 2001
  • The detection of face in color images is important for many multimedia applications. It is the first step for face recognition and ran be used for classifying specific shots. In this paper describes a new method to detect faces in color images based on the skin color and hair color. In the first step of the processing, regions of the human skin color and head color are extracted and those regions are found by their color information. Then we converted binary scale from the image. Then we are connected regions in a binary image by label. In the next step we are found regions of interesting by their region information and some conditions.

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A Real-time Face Tracking Algorithm using Improved CamShift with Depth Information

  • Lee, Jun-Hwan;Jung, Hyun-jo;Yoo, Jisang
    • Journal of Electrical Engineering and Technology
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    • 제12권5호
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    • pp.2067-2078
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    • 2017
  • In this paper, a new face tracking algorithm is proposed. The CamShift (Continuously adaptive mean SHIFT) algorithm shows unstable tracking when there exist objects with similar color to that of face in the background. This drawback of the CamShift is resolved by the proposed algorithm using Kinect's pixel-by-pixel depth information and the skin detection method to extract candidate skin regions in HSV color space. Additionally, even when the target face is disappeared, or occluded, the proposed algorithm makes it robust to this occlusion by the feature point matching. Through experimental results, it is shown that the proposed algorithm is superior in tracking performance to that of existing TLD (Tracking-Learning-Detection) algorithm, and offers faster processing speed. Also, it overcomes all the existing shortfalls of CamShift with almost comparable processing time.

모양색 정보와 피부색 정보를 이용한 성인 영상 검출에 관한 연구 (Adult Image Blocking Conclusion both Shape and Skin in Color)

  • 이종범;김종일;정구민
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.795-796
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    • 2006
  • Recently, blocking harmful contents such as adult images has been widely researched. However, most of adult image blocking methods use flush color model without shape information. In this paper, we present a new adult image blocking methods based on shape and color information. In the first step, the shape is considered. In the second step, adult images are detected using skin color model. Considering both shape and color, the detection rate can be increased. We evaluate adult image detection performance using sample images.

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약물치료의 부작용개선을 위한 이온도입 시스템(WIT-I)에 관한 연구 (A Study on the Ion Transfer System(WIT-I) for Improve on Side effect of Pharmacotherapy)

  • 어윤기;양경모;채진욱;이인섭;이재형;정동명
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1996년도 춘계학술대회
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    • pp.226-231
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    • 1996
  • Recently Iontophoresis is tried to physical therapy field.. It is method for direct penetrate to skin with ionization pharmacon because it is decreased side effect of pharmacon treatment such as gastrophathy and aphylaris of disease-causing germs. We designed WIT-I that is trial manufacture for clinical experiment This system is has been elrectrical paramete with 0-140V out range, 1-7mA current 1-15mim time set. Invite experiment, WIT-I kept designed performance which is a constant current in variable load resistance such as skin and electrode contact. It is estimated to have a practical use for physical therapy by iontophcresis.

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형태분석과 피부색모델을 다층 퍼셉트론으로 사용한 운전자 얼굴추출 기법 (Driver face localization using morphological analysis and multi-layer preceptron as a skin-color model)

  • 이종수
    • 한국정보전자통신기술학회논문지
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    • 제6권4호
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    • pp.249-254
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    • 2013
  • In the area of computer vision, face recognition is being intensively researched. It is generally known that before a face is recognized it must be localized. Skin-color information is an important feature to segment skin-color regions. To extract skin-color regions the skin-color model based on multi-layer perceptron has been proposed. Extracted regions are analyzed to emphasize ellipsoidal regions. The results from this study show good accuracy for our vehicle driver face detection system.

전도성 에폭시를 이용한 직물 위에 구현된 건식 생체전위 전극의 연구 (Study on Micro Dried Bio-potential Electrodes Using Conductive Epoxy on Textile Fabrics)

  • 차두열;정정모;김덕수;양희준;최교상;최종명;장성필
    • 한국전기전자재료학회논문지
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    • 제26권5호
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    • pp.367-372
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    • 2013
  • In this paper, micro dried bio-potential electrodes are demonstrated for sEMG (surface ElectroMyoGraphic) signal measurement using conductive epoxy on the textile fabric. Micro dried bio-potential electrodes on the textile fabric substrate have several advantages over the conventional wet/dry electrodes such as good feeling of wearing, possibility of extended-wearing due to the good ventilation. Also these electrodes on the textile fabric can easily apply to the curved skin surface. These electrodes are fabricated by the screen-printing process with the size of $1mm{\times}10mm$ and the resultant resistance of these electrodes have the average value of $0.4{\Omega}$. The conventional silver chloride electrode shows the average value of $0.3{\Omega}$. However, the electrode on the textile fabric are able to measure the sEMG signal without feeling of difference and this electrode shows the lower resistance of $1.03{\Omega}$ than conventional silver chloride electrode with $2.8{\Omega}$ in the condition of the very sharp curve surface (the radius of curvature is 40 mm).