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비마커 증강현실을 위한 색상 및 깊이 정보를 융합한 Mean-Shift 추적 기반 손 자세의 추정 (The Estimation of Hand Pose Based on Mean-Shift Tracking Using the Fusion of Color and Depth Information for Marker-less Augmented Reality)

  • 이선형;한헌수;한영준
    • 한국컴퓨터정보학회논문지
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    • 제17권7호
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    • pp.155-166
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    • 2012
  • 본 논문은 비마커 증강현실(Marker-less Augmented Reality)을 위한 색상 및 깊이 정보를 융합한 Mean-Shift 추적 알고리즘 기반 손 자세의 추정 기법을 제안한다. 기존 비마커 증강현실의 연구는 손을 검출하기 위해 단순한 실험 배경에서 피부색상 기반으로 손 영역을 검출한다. 그리고 손가락의 특징점을 검출하여 손의 자세를 추정하므로 카메라에서 검출할 수 있는 손 자세에 많은 제약이 따른다. 하지만, 본 논문은 3D 센서의 색상 및 깊이 정보를 융합한 Mean-Shift 추적 기법을 사용함으로써 복잡한 배경에서 손을 검출할 수 있으며 손 자세를 크게 제약하지 않고 손 영역의 중심점과 임의의 2점의 깊이 값만으로 정확한 손 자세를 추정한다. 제안하는 Mean Shift 추적 기법은 피부 색상정보만 사용하는 방법보다 약 50픽셀 이하의 거리 오차를 보였다. 그리고 증강실험에서 제안하는 손 자세 추정 방법은 복잡한 실험환경에서도 마커 기반 방법과 유사한 성능의 실험결과를 보였다.

여자 대학생의 손 씻기 의식과 실천에 관한 연구 (A Study on the Hand-washing Awareness and Practices of Female University Students)

  • 김종규;김중순
    • 한국식품위생안전성학회지
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    • 제24권2호
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    • pp.128-135
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    • 2009
  • 본 연구는 여자 대학생의 손 씻기 의식, 실천/이행, 그리고 그 차이를 알아보고자 수행되었다. 한 대학교의 여자 대학생들에 대하여 손 씻기 의식에 관한 설문조사를 수행하고, 동 대학교 캠퍼스 내의 화장실에서 손 씻기 실천/이행을 직접 관찰조사를 통하여 수행하였으며, 그 차이 여부를 검증하였다. 조사대상 여자 대학생들은 설문조사에서 손 씻기 빈도, 손 씻는 제제사용 여부, 손 씻는 부위/범위 및 손 말리는 방법 등에서 전공분야별로 차이를 보였으나 화장실 사용 후 손 씻기에 대한 의식에는 차이를 보이지 않았다. 또 화장실 사용 후 손 씻기에 대한 의식(97.4%)과 실천/이행(98.2%)은 높은 편이었다. 그러나 설문조사에서 10초 이상 손을 씻는다는 응답(46.4%)에 비하여 관찰조사에서 실제로 10초 이상 씻은 사람은 6.3%에 불과하였다. 관찰조사에서 비누를 사용한 사람은 0.9%로 설문조사의 60.9%에 비하여 아주 저조하였고 손 씻는 부위/범위에 있어 네 부위를 씻은 사람도 0.9%에 불과하였다. 손을 씻은 후 말리는 방법으로는 설문조사와 관찰조사에서 모두 휴지/종이타올을 선호하였다. 손 씻는 시간, 비누 사용여부, 손 씻는 부위/범위 및 손 말리는 방법 등 주요항목에서 관찰조사와 설문조사 사이에 매우 유의한 차이가 나타나(p<0.01) 조사대상 여자 대학생들의 경우 손씻기 의식과 그 실천/이행에는 차이가 있음을 알 수 있다. 그러나 손 씻기 행동을 대학 캠퍼스 이외의 화장실에서 장기간 관찰해볼 필요가 있다.

웨어러블 응용을 위한 CNN 기반 손 제스처 인식 (CNN-Based Hand Gesture Recognition for Wearable Applications)

  • 문현철;양안나;김재곤
    • 방송공학회논문지
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    • 제23권2호
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    • pp.246-252
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    • 2018
  • 제스처는 스마트 글라스 등 웨어러블 기기의 NUI(Natural User Interface)로 주목받고 있다. 최근 MPEG에서는 IoT(Internet of Things) 및 웨어러블 환경에서의 효율적인 미디어 소비를 지원하기 위한 IoMT(Internet of Media Things) 표준화를 진행하고 있다. IoMT에서는 손 제스처 검출과 인식이 별도의 기기에서 수행되는 것을 가정하고 이들 모듈간의 인터페이스 규격을 제공하고 있다. 한편, 최근 인식률 개선을 위하여 딥러닝 기반의 손 제스처 인식 기법 또한 활발히 연구되고 있다. 본 논문에서는 IoMT의 유스 케이스(use case)의 하나인 웨어러블 기기에서의 미디어 소비 등 다양한 응용을 위하여 CNN(Convolutional Neural Network) 기반의 손 제스처 인식 기법을 제시한다. 제시된 기법은 스마트 글래스로 획득한 스테레오 비디오로부터 구한 깊이(depth) 정보와 색 정보를 이용하여 손 윤곽선을 검출하고, 검출된 손 윤곽선 영상을 데이터 셋으로 구성하여 CNN을 학습한 후, 이를 바탕으로 입력 손 윤곽선 영상의 제스처를 인식한다. 실험결과 제안기법은 95%의 손 제스처 인식율를 얻을 수 있음을 확인하였다.

족배동맥 유리피판술을 이용한 수부 재건: 공여부 이환율 최소화 방법 (Dorsalis Pedis Free Flap for Hand Reconstruction: A Technique to Minimize Donor Deformity)

  • 손대구;김현지;김준형;한기환
    • Archives of Reconstructive Microsurgery
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    • 제13권1호
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    • pp.43-50
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    • 2004
  • One of the major advantages of microsurgical reconstruction for defects of the hand is that these techniques allow for selection of the most ideal tissue to reconstruct a particular defect, thus optimizing the functional and aesthetic outcome. The dorsalis pedis free flap is an excellent reconstructive tool for various hand reconstructions. It has a reliable vasculature with vessels that are relative large on a long pedicle. It provides thin pliable tissue and be innervated by deep peroneal nerve. Coupled with its thinness and pliability, it is ideal for innervated cover of critically sensitive area, especially such as the hand. Thus it can be used as a cutaneotendinous flap, or an osteocutaneous flap. Otherwise, the major criticism with this flap is related to its uncertain vascularity and the donor defect. It is the purpose of this paper to outline our technique of flap elevation and donor site closure and to indicate our current use of this flap in hand reconstruction. We have treated 10 cases (6 burn scar contracture cases, 4 acute hand trauma cases) of hand reconstruction from Dec. 3, 1997 to Mar. 4, 2004 using dorsalis pedis free flap. The key points for sucess in terms of a viable flap and acceptable donor site are the preservation of the critical dorsalis pedis-first dorsal metatarsal vascular axis and the creation of a viable bed for grafting. In addition, we substituted preserved superficial fat skin graft for split thickness skin graft and wet environment was offered for good graft take. Preserved superficial fat skin is defined as composite graft containing epidermis, dermis and superficial fat layer. With sufficient care in flap elevation and donor site closure, a good graft take of preserved superficial fat skin under wet environment can be achieved with no functional disability and minimal cosmetic deformity in donor site. This flap has proved itself to be a best choice for hand reconstruction.

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FRACTIONAL PARTIAL DIFFERENTIAL EQUATIONS AND MODIFIED RIEMANN-LIOUVILLE DERIVATIVE NEW METHODS FOR SOLUTION

  • Jumarie, Guy
    • Journal of applied mathematics & informatics
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    • 제24권1_2호
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    • pp.31-48
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    • 2007
  • The paper deals with the solution of some fractional partial differential equations obtained by substituting modified Riemann-Liouville derivatives for the customary derivatives. This derivative is introduced to avoid using the so-called Caputo fractional derivative which, at the extreme, says that, if you want to get the first derivative of a function you must before have at hand its second derivative. Firstly, one gives a brief background on the fractional Taylor series of nondifferentiable functions and its consequence on the derivative chain rule. Then one considers linear fractional partial differential equations with constant coefficients, and one shows how, in some instances, one can obtain their solutions on bypassing the use of Fourier transform and/or Laplace transform. Later one develops a Lagrange method via characteristics for some linear fractional differential equations with nonconstant coefficients, and involving fractional derivatives of only one order. The key is the fractional Taylor series of non differentiable function $f(x+h)=E_{\alpha}(h^{\alpha}{D_x^{\alpha})f(x)$.

Development of Surface Myoelectric Sensor for Myoelectric Hand Prosthesis

  • Choi, Gi-Won;Moon, In-Hyuk;Sung, So-Young;Lee, Mynug-Joon;Chu, Jun-Uk;Mun, Mu-Seong
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.1268-1271
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    • 2005
  • This paper proposes a compact-sized surface myoelectric sensor for myoelectric hand prosthesis. To fit the surface myoelectric sensor in the socket of the myoelectric hand prosthesis, the sensor should be a compact size. The surface myoelectric sensor is composed of a skin interface and a single processing circuit that are mounted on a single package. Since the skin interface has one reference and two input electrodes, and the reference electrode is located in middle of two input electrodes, we propose two types of sensors with the circle- and bar-shaped reference electrode, but all input electrodes are the bar-shaped. The metal material used for the electrodes is the stainless steel (SUS440) that endures sweat and wet conditions. Considering conduction velocity and median frequency of the myoelectric signal, we select the inter-electrode distance (IED) between two input electrodes as 18mm, 20mm, and 22 mm. The signal processing circuit consists of a differential amplifier with band pass filter, a band rejection filter for rejecting 60Hz power-line noise, amplifiers, and a mean absolute value circuit. We evaluate the proposed sensor from the output characteristics according to the IED and the shape of the reference electrode. From the experimental results we show the surface myoelectric sensor with the 18mm IED and the bar-shaped reference electrode is suitable for the myoelectric hand prosthesis.

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Human-Computer Interaction Based Only on Auditory and Visual Information

  • Sha, Hui;Agah, Arvin
    • Transactions on Control, Automation and Systems Engineering
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    • 제2권4호
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    • pp.285-297
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    • 2000
  • One of the research objectives in the area of multimedia human-computer interaction is the application of artificial intelligence and robotics technologies to the development of computer interfaces. This involves utilizing many forms of media, integrating speed input, natural language, graphics, hand pointing gestures, and other methods for interactive dialogues. Although current human-computer communication methods include computer keyboards, mice, and other traditional devices, the two basic ways by which people communicate with each other are voice and gesture. This paper reports on research focusing on the development of an intelligent multimedia interface system modeled based on the manner in which people communicate. This work explores the interaction between humans and computers based only on the processing of speech(Work uttered by the person) and processing of images(hand pointing gestures). The purpose of the interface is to control a pan/tilt camera to point it to a location specified by the user through utterance of words and pointing of the hand, The systems utilizes another stationary camera to capture images of the users hand and a microphone to capture the users words. Upon processing of the images and sounds, the systems responds by pointing the camera. Initially, the interface uses hand pointing to locate the general position which user is referring to and then the interface uses voice command provided by user to fine-the location, and change the zooming of the camera, if requested. The image of the location is captured by the pan/tilt camera and sent to a color TV monitor to be displayed. This type of system has applications in tele-conferencing and other rmote operations, where the system must respond to users command, in a manner similar to how the user would communicate with another person. The advantage of this approach is the elimination of the traditional input devices that the user must utilize in order to control a pan/tillt camera, replacing them with more "natural" means of interaction. A number of experiments were performed to evaluate the interface system with respect to its accuracy, efficiency, reliability, and limitation.

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상지 반복 작업 후 발생한 손목 및 손 부위의 기타 신경손상 치험 1례 (A Case Report of Injury of Other Nerves at the Wrist and Hand Level After Repetitive Work)

  • 김영지;박정수;성현경;이주아;공경환;고호연
    • 대한한방내과학회지
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    • 제37권5호
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    • pp.847-854
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    • 2016
  • Background and Objective: The Korean agricultural population is now rapidly aging. Older people in rural areas are weak due to work-related musculoskeletal disorders. The aim of this case is to report treatment of injuries to the nerves at the wrist and hand level by Korean medicine. Methods: The patient in this case was a 74-year-old male. He had injured nerves at the right wrist and hand level due to agriculture work. We treated him with acupuncture, herbal medicine, etc. Results: The patient showed the first sign of recovery of his wrist after 13 days treatment. After 37 days of treatment, his wrist movement was restored to a nearly normal range. He showed the first sign of recovery in a finger after 19 days of treatment and his grasping power increased from 0% to 60%. The cold sensation in his hand and arm also disappeared. Conclusions: We cannot generalize based only on this one case study. Nevertheless, this report suggests that Korean medicine may be an effective treatment for injury of nerves at the wrist and hand level.

뇌경색 후 수부 미세운동 장애에 팔사혈(八邪穴)(EX-UE9) 전침을 적용한 호전 증례보고 (A Case Report of a Patient with Motor Disturbance of the Hand After Cerebral Infarction Treated with Electroacupuncture on Pal-sa (EX-UE9))

  • 김재학;정민호;김세원;조기호;정우상;권승원;문상관
    • 대한한방내과학회지
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    • 제39권2호
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    • pp.147-153
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    • 2018
  • Objective: The purpose of this case report is to evaluate the effect of electroacupuncture on Pal-sa (EX-UE9) for unilateral motor disturbance of the hand after cerebral infarction. Methods: One patient with unilateral motor disturbance of the hand following cerebral infarction (right basal ganglion and corona radiata) was treated with acupuncture, herbal medication, and electroacupuncture on Pal-sa (EX-UE9) once daily from June 30, 2016 to July 4, 2016. We evaluated improvement using the Box and Block Test (BTT) and 10-seconds Test, including the Finger Individual Movement Test (FIMT), the Hand Pronation and Supination Test (HPST), and the Finger Tapping Test (FTT). Results: After five days of treatment, increase of FIMT and FTT scores was observed after electroacupuncture on Pal-sa (EX-UE9). However, no increase was observed in BBT or HPST scores. Conclusions: This study suggests that electroacupuncture on Pal-sa (EX-UE9) can help treat motor disturbance of the hand after cerebral infarction.

Relationship between Ground Reaction Force and Attack Time According to the Position of Hand Segments during Counter Attack in Kendo

  • Hyun, Seung Hyun;Jin, HyeonSeong;Ryew, Che Cheong
    • 한국운동역학회지
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    • 제27권1호
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    • pp.1-7
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    • 2017
  • Objective: The purpose of this study was to analyze the relationship between ground reaction force (GRF) and attack time according to the position of hand segments during counter attack in Kendo. Method: The participants consisted of 10 kendo athletes (mean age: $21.50{\pm}1.95yr$, mean height: $175.58{\pm}5.02cm$, mean body weight: $70.96{\pm}9.47kg$) who performed standard head strikes (A) and counter attack with a preferred hand position of +10 cm (B), 0 cm (C), and -10 cm (D). One force-plate (AMTI-OR-7., USA) was used to collect GRF data at a sample rate of 1,000 Hz. The variables analyzed were the attack time, medial-lateral GRF, anterior-posterior GRF (AP GRF), peak vertical force (PVF), and loading rate. Results: The total attack time was shorter in types A and C than in types C and D. The AP GRF, PVF, and loading rate had significantly higher forces in types C and D than in types A and C. The attack time (bilateral and unilateral leg support and total) was positively correlated with the GRF variables (vertical GRF and loading rate) during the counter attack in Kendo (r = 0.779 [$R^2=0.607$], p < 0.001). Conclusion: The positions of the hand segments can be changed by various conditions of the opponent in Kendo competitions; however, the position preferred by an individual can promote the successful ratio of the counter attack.