• Title/Summary/Keyword: Hand tracking

Search Result 351, Processing Time 0.036 seconds

Hand Detection using PCA based Binary Classifier and Hand Tracking (PCA 기반의 이진 분류기와 손 추적을 이용한 손 검출)

  • Kim Jinkuk;Min Kyungwon;Jung Chanki;Ko Hanseok
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2005.07b
    • /
    • pp.520-522
    • /
    • 2005
  • 본 논문에서는 인간과 컴퓨터 사이의 상호작용을 하는 방법중의 하나인 제스처를 인식할 때 필요한 정확한 손 검출 방법을 제안한다. 이를 위해 기존의 다수의 손 영상들 가장 잘 표현하면서도 효과적으로 압축할 수 있는 PCA를 이용해서 특징 벡터를 추출한다. 이어서 특징 벡터간의 Mahalanobis distance를 이용한 분류기에 가중치를 적용하여 사용한다. 또한 시간에 따른 연속적인 영상에서 검출된 이전 영상의 중심점의 위치와 중심점의 motion vector를 이용해서 손이 검출되지 않은 영상의 검출 성능을 보상한다.

  • PDF

A Study of the Interference Varying from a NGSO network to a GSO Network according to NGSO Satellite Tracking Strategies (비정지궤도 위성망의 위성 선정 방식에 따른 정지궤도 위성망으로의 간섭량 변화에 대한 연구)

  • 강병수;권태곤;박세경
    • Proceedings of the IEEK Conference
    • /
    • 1999.11a
    • /
    • pp.841-844
    • /
    • 1999
  • The interference situation from NGSO/FSS network to GSO/FSS network is more complicated than the situation between GSO networks because of the time varying orbital characteristics of NGSO systems. In this paper, the interference characteristics for several types of hand-over strategies are simulated and it is shown that the results should be useful in practical coordination of inter-network interference.

  • PDF

Hand Gesture Detection based on Motion History Tracking (운동 축적 트랙킹 기반 손 동작 인식)

  • Kim, Mina;Kim, Manbae
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2016.11a
    • /
    • pp.146-147
    • /
    • 2016
  • 손동작 인식은 대부분 스킨 컬러 검출을 이용하였다. 하지만 이와 같은 방법으로는 빛이나 주변 사물에 의해 영향을 많이 받기 때문에 정확한 값을 일정하게 도출 해낼 수 없었다. 이에 본 논문은 운동축적 기법을 이용하여 움직임을 파악한 후 손의 움직임을 트랙킹하여 운동 방향을 구한다. 제안된 시스템은 C/C++을 기반으로 구현하여, 실험에서 제안 방법이 안정적이고 우수한 성능을 보여줌을 증명하였다.

  • PDF

Hand Tracking Kiosk System Using Mediapipe. (Mediapipe를 활용한 핸드트래킹 키오스크 시스템)

  • Noh, Hyun-Soo;Kim, Jung-Jae;Won, Jong-Un;Lim, Hee-Ho;Li, Ji-Yoon;Jung, Soon-Ho
    • Annual Conference of KIPS
    • /
    • 2021.11a
    • /
    • pp.1180-1183
    • /
    • 2021
  • 카메라에 촬영된 이미지를 바탕으로 Mediapipe를 활용해 손을 식별하여 키오스크를 직접 만지지 않고 제어가 가능하게 함으로써, Covid-19 Pandemic 상황에 감염원을 제거하여 사용자의 코로나 감염 확률을 최소화 시킬 수 있다.

Effects of Human Activities on Home Range Size and Habitat use of the Tsushima leopard Cat Prionailurus bengalensis euptilurus in a Suburban Area on the Tsushima Islands, Japan

  • Oh, Dae-Hyun;Moteki, Shusaku;Nakanish, Nozomi;Izawa, Masako
    • Journal of Ecology and Environment
    • /
    • v.33 no.1
    • /
    • pp.3-13
    • /
    • 2010
  • The Tsushima leopard cat, Prionailurus bengalensis euptilurus, a small felid, inhabits only the Tsushima Islands in Japan. Previous studies of the Tsushima leopard cat revealed that natural factors; including sex, reproductive activity, season, and prey distribution and abundance affect leopard cat home range variation and habitat use. In this study, we focused on clarifying how anthropogenic factors influenced home range variation and habitat use of a male Tsushima leopard cat living near a suburban area in January, March, May and September 2005 using radio-tracking. The home range size (100% MCP) of this cat was $0.78\;{\pm}\;0.26\;km^2$ (mean ${\pm}$ SD, n = 4 tracking sessions) across the whole study period. However, the cat did not use all parts of its home range uniformly; rather it used some habitat types selectively. The cat avoided agriculture areas and residential areas in all of the tracking-sessions. On the other hand, the cat showed a weak preference for artificial structures and a strong preference for baiting sites in January and March, while it avoided them in May, and no baiting site was included in its home range in September. These results suggest that anthropogenic factors influenced the ranging patterns and habitat use of the leopard cat living near a suburban area. Artificial structures might provided good resting spaces for the cat in bad weather. When the density of its main prey was low in the winter, the cat tended to rely on artificial prey and had a small home range size.

ARVisualizer : A Markerless Augmented Reality Approach for Indoor Building Information Visualization System

  • Kim, Albert Hee-Kwan;Cho, Hyeon-Dal
    • Spatial Information Research
    • /
    • v.16 no.4
    • /
    • pp.455-465
    • /
    • 2008
  • Augmented reality (AR) has tremendous potential in visualizing geospatial information, especially on the actual physical scenes. However, to utilize augmented reality in mobile system, many researches have undergone with GPS or ubiquitous marker based approaches. Although there are several papers written with vision based markerless tracking, previous approaches provide fairly good results only in largely under "controlled environments." Localization and tracking of current position become more complex problem when it is used in indoor environments. Many proposed Radio Frequency (RF) based tracking and localization. However, it does cause deployment problems of large RF-based sensors and readers. In this paper, we present a noble markerless AR approach for indoor (possible outdoor, too) navigation system only using monoSLAM (Monocular Simultaneous Localization and Map building) algorithm to full-fill our grand effort to develop mobile seamless indoor/outdoor u-GIS system. The paper briefly explains the basic SLAM algorithm, then the implementation of our system.

  • PDF

Active Object Tracking based on stepwise application of Region and Color Information (지역정보와 색 정보의 단계적 적용에 의한 능동 객체 추적)

  • Jeong, Joon-Yong;Lee, Kyu-Won
    • The KIPS Transactions:PartB
    • /
    • v.19B no.2
    • /
    • pp.107-112
    • /
    • 2012
  • An active object tracking algorithm using Pan and Tilt camera based in the stepwise application of region and color information from realtime image sequences is proposed. To reduce environment noises in input sequences, Gaussian filtering is performed first. An image is divided into background and objects by using the adaptive Gaussian mixture model. Once the target object is detected, an initial search window close to an object region is set up and color information is extracted from the region. We track moving objects in realtime by using the CAMShift algorithm which enables to trace objects in active camera with the color information. The proper tracking is accomplished by controlling the amount of pan and tilt to be placed the center position of object into the middle of field of view. The experimental results show that the proposed method is more effective than the hand-operated window method.

Home-range Analysis of Varied Tit(Parus varius) in the Post Fledging Period by Using Radio-tracking (원격무선추적을 이용한 곤줄박이(Parus varius)의 이소(離巢) 직후 행동권 분석)

  • Kim, Seoung-Yeal;Kim, Whee-Moon;Song, Won-Kyong;Hyeong, Eun-Jeong
    • Journal of the Korean Society of Environmental Restoration Technology
    • /
    • v.21 no.1
    • /
    • pp.95-102
    • /
    • 2018
  • Only the habitat characteristics and breeding status of Paridae have been studied, in addition to the lack of research on Parus varius varius, there is no study on the home-range in the post fledging period. This study was analyzed the home-range size of Parus varius varius in the post fledging period. The survey was conducted in the site located in Dankook Univ. Cheonan Campus(Middle Chungcheong Province). We captured five newborn Parus varius varius using artificial nest was installed before. Radio-tracking was carried out for analysis of home-range, and MCP (Minimum Convex Polygon) was used for analysis. We analyzed 1 individual tracked 15 days (VT5) and 4 individuals which missing radio-tracking transmitter within 3 days (VT1~VT4). Home-range of VT5 gradually increased to 1,38ha, 1.42ha, 2.14ha in the order of early, middle, late period. On the other hand, moving distance was decreased to 174.558m 125.129m, 120.180m. Home-range of V1~VT4 was estimated as 0.81ha which was 75.3% share of home-range of VT5 in early period. As the result it was found that home-range is formed far apart from artificial nest that has been influenced by human being interference, thereafter gradually adapting to interference and spreading close to artificial nest. through this research, we can construct basic ecological data for protecting habitat of Parus varius varius and increasing life rate. As first radio-tracking study of Parus varius varius home-range in the post fledging period, it is expected to be useful for the future study of home-range.

Variability of Practice Effects in Transfer of Photoelectric Rotary Pursuit Task

  • Jeon, Hye-Seon
    • Physical Therapy Korea
    • /
    • v.12 no.4
    • /
    • pp.7-11
    • /
    • 2005
  • The purposes of this study were to investigate the effects of variability of training on the acquisition of motor skill of closed loop type tracking task using Rotary Pursuit, and to determine if there was a bilateral transfer effect to the non-dominant hand following practice with the dominant hand. Twelve healthy volunteer students (5 males and 7 females, aged 25 to 37) were randomly divided into a constant practice group and a variable practice group. A photoelectric rotary pursuit apparatus with stop clock and repeat cycle timer by Lafayette Instrumentation Co. was used for this study. Rotary pursuit is a closed loop task in which a subject attempts to keep a photoelectric stylus on a lighted target in motion. Subjects performed the clockwise circular pursuit task while standing. Experimental procedure was divided into three sessions, namely, pre-test, training, and post-test. The constant group practiced all 60 trials at 30 rpm. Variable practice group did a varied practice session with 15 trials at speeds of 20 rpm, 26 rpm, 34 rpm, and 46 rpm. No one in either group practiced with their non-dominant arm. A Mann-Whitney test and a Wilcoxon Signed Ranks test were used for statistical analyses. The results of this study showed no different training effect between groups on the post-test with the dominant hand. However, bilateral transfer effect of rotary pursuit task between hands was demonstrated. Possible mechanisms are discussed.

  • PDF