• Title/Summary/Keyword: Space Matching

Search Result 491, Processing Time 0.025 seconds

Enhanced Representation for Object Tracking (물체 추적을 위한 강화된 부분공간 표현)

  • Yun, Frank;Yoo, Haan-Ju;Choi, Jin-Young
    • Proceedings of the IEEK Conference
    • /
    • 2009.05a
    • /
    • pp.408-410
    • /
    • 2009
  • We present an efficient and robust measurement model for visual tracking. This approach builds on and extends work on subspace representations of measurement model. Subspace-based tracking algorithms have been introduced to visual tracking literature for a decade and show considerable tracking performance due to its robustness in matching. However the measures used in their measurement models are often restricted to few approaches. We propose a novel measure of object matching using Angle In Feature Space, which aims to improve the discriminability of matching in subspace. Therefore, our tracking algorithm can distinguish target from similar background clutters which often cause erroneous drift by conventional Distance From Feature Space measure. Experiments demonstrate the effectiveness of the proposed tracking algorithm under severe cluttered background.

  • PDF

Video Image Tracking Technique Based On Shape-Based Matching Algorithm

  • Chen, Min-Hsin;Chen, Chi-Farn
    • Proceedings of the KSRS Conference
    • /
    • 2003.11a
    • /
    • pp.882-884
    • /
    • 2003
  • We present an application of digital video images for object tracking. In order to track a fixed object, which was shoot on a moving vehicle, this study develops a shape-based matching algorithm to implement the tracking task. Because the shape-based matching algorithm has scale and rotation invariant characteristics, therefore it can be used to calculate the similarity between two variant shapes. An experiment is performed to track the ship object in the open sea. The result shows that the proposed method can track the object in the video images even the shape change largely.

  • PDF

A Performance Analysis of the SIFT Matching on Simulated Geospatial Image Differences (공간 영상 처리를 위한 SIFT 매칭 기법의 성능 분석)

  • Oh, Jae-Hong;Lee, Hyo-Seong
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
    • /
    • v.29 no.5
    • /
    • pp.449-457
    • /
    • 2011
  • As automated image processing techniques have been required in multi-temporal/multi-sensor geospatial image applications, use of automated but highly invariant image matching technique has been a critical ingredient. Note that there is high possibility of geometric and spectral differences between multi-temporal/multi-sensor geospatial images due to differences in sensor, acquisition geometry, season, and weather, etc. Among many image matching techniques, the SIFT (Scale Invariant Feature Transform) is a popular method since it has been recognized to be very robust to diverse imaging conditions. Therefore, the SIFT has high potential for the geospatial image processing. This paper presents a performance test results of the SIFT on geospatial imagery by simulating various image differences such as shear, scale, rotation, intensity, noise, and spectral differences. Since a geospatial image application often requires a number of good matching points over the images, the number of matching points was analyzed with its matching positional accuracy. The test results show that the SIFT is highly invariant but could not overcome significant image differences. In addition, it guarantees no outlier-free matching such that it is highly recommended to use outlier removal techniques such as RANSAC (RANdom SAmple Consensus).

Development and Performance Analysis of a Near Real-Time Sensor Model Correction System for Frame Motion Imagery (프레임동영상의 근실시간 센서모델 보정시스템 개발 및 성능분석)

  • Kwon, Hyuk Tae;Koh, Jin-Woo;Kim, Sanghee;Park, Se Hyoung
    • Journal of the Korea Institute of Military Science and Technology
    • /
    • v.21 no.3
    • /
    • pp.315-322
    • /
    • 2018
  • Due to the increasing demand for more rapid, precise and accurate geolocation of the targets on video frames from UAVs, an efficient and timely method for correcting sensor models of motion imagery is required. In this paper, we propose a method to adjust or correct sensor models of motion imagery frames using space resection via image matching with reference data. The proposed method adopts image matching between the motion imagery frames and the reference frames which are synthesized from reference data. Ground or reference control points are generated or selected through the matching process in near real time, and are used for space resection to get adjusted sensor models. Finally, more precise and accurate geolocation of the targets can possibly be done on the fly, and we have got the promising result on performance analysis in terms of the geolocation quality.

Particle Filters using Gaussian Mixture Models for Vision-Based Navigation (영상 기반 항법을 위한 가우시안 혼합 모델 기반 파티클 필터)

  • Hong, Kyungwoo;Kim, Sungjoong;Bang, Hyochoong;Kim, Jin-Won;Seo, Ilwon;Pak, Chang-Ho
    • Journal of the Korean Society for Aeronautical & Space Sciences
    • /
    • v.47 no.4
    • /
    • pp.274-282
    • /
    • 2019
  • Vision-based navigation of unmaned aerial vehicle is a significant technology that can reinforce the vulnerability of the widely used GPS/INS integrated navigation system. However, the existing image matching algorithms are not suitable for matching the aerial image with the database. For the reason, this paper proposes particle filters using Gaussian mixture models to deal with matching between aerial image and database for vision-based navigation. The particle filters estimate the position of the aircraft by comparing the correspondences of aerial image and database under the assumption of Gaussian mixture model. Finally, Monte Carlo simulation is presented to demonstrate performance of the proposed method.

Improved Impedance Matching of Dual-Frequency Microstrip Printed-Dipole Antenna with Conductor Back

  • Tangjitjesada, M.;Anantrasirichai, N.;Wakabayashi, T.
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2003.10a
    • /
    • pp.1668-1671
    • /
    • 2003
  • A novel dual-frequency microstrip printed-dipole antenna operating at 5 GHz and 10 GHz is presented. This antenna is designed for wireless and mobile communication. The balance step coplanar strip is used to be a transmission line at the center of dipole with matching impedance at 50 ohm. Using the conductor strip align on the other side of antenna and adjust the width of step coplanar strip line to improved input impedance matching. By modification for matching impedance of dual frequency antenna are not affected to the radiation patterns. The Finite Difference Time Domain (FDTD) technique is applying to analyze the basic characteristic properties such as $S_{11}$ , input impedance , VSWR and radiation patterns. And these parameters are discussed. The analyze problem space are $51{\times}197{\times}175$ cells and cell dimension are ${\Delta}x=0.3\;mm$ and ${\Delta}y={\Delta}z=0.15\;mm$.

  • PDF

Color matching between monitor and mobile display device using improved S-curve model and RGB color LUT (개선된 S-curve 모델과 RGB 칼라 참조표를 이용한 모니터와 모바일 디스플레이 장치간 색 정합)

  • 박기현;이명영;이철희;하영호
    • Proceedings of the IEEK Conference
    • /
    • 2003.11a
    • /
    • pp.15-18
    • /
    • 2003
  • This paper proposes a color matching 3D look-up table simplifying the complex color matching procedure between a monitor and a mobile display device. In order to perform color matching, it is necessary to process color of image in the device independent color space like CIEXYZ or CIELAB. We improved the S-curve model to have smaller characterization error than tolerance error. Also, as a result of the experiments, we concluded that the color matching look-up table with 64(4$\times$4$\times$4) is the smallest size allowing characterization error to be acceptable.

  • PDF

Estimation of transformation parameters using shape matching (형상 정합을 통한 변환 파라미터 추출)

  • 박용희;전병호;김태균
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.22 no.7
    • /
    • pp.1523-1533
    • /
    • 1997
  • Image registration is concerned with the establishment of correspondence between images of the same scene with translational, rotational, and scaling differences. The estimated transformation parameters between images are very important information in the field of many applications. In this paper, we propose a shape matching scheme for finding correspondence points for images with various differences, Tranditional solutions to this area are unreliable for the rotational and schaling changes between images, and the feature extraction of partially occluded scene. To solve those problems, dominant points on digital curves are detected by scale-space filtering, and initial matching is performed by similarity measure of cumulative curvatures for dominant points. For initial matching segments pairs, optimal matching points are calculated using dynamic programming.Finally, transformation parameters are estimated.

  • PDF

A Study on User Competency Training for Building Space Management Platform for Urban Regeneration (도시재생을 위한 건물공간관리 플랫폼 사용자 역량 교육에 관한 연구)

  • Kang, Hyun-joo;Kim, Chee-Yong
    • Journal of Korea Multimedia Society
    • /
    • v.23 no.3
    • /
    • pp.499-507
    • /
    • 2020
  • This paper is one of the types of 'sharing economy', a social economic model that borrows and shares things, spaces, and services from the development of the 4th Industrial Revolution. Through sharing of empty space and time in the city, I would like to suggest a way to reduce the closure of small business owners in order to create jobs, which is one of urban problems in the community. We also build a platform that utilizes the free time and space of buildings through space sharing, one of the types of sharing economy, and provides education programs for start-up education, promotion, marketing, and consulting by matching small business owners with building owners. Therefore, in this paper, by sharing the space and time, the landlord and the small business can share the profits of the small business by reducing the business owner's closure and the job creation plan. Coaching urban regeneration was proposed.

Generation for Attribution Information of Digital Map using Space Matching (공간매칭을 이용한 수치지도의 속성정보 생성)

  • Moon, Yong Hyun;Kim, Myoung Suk;Jo, Eui Hwan;Choi, Seok Keun
    • Journal of Korean Society for Geospatial Information Science
    • /
    • v.20 no.3
    • /
    • pp.101-108
    • /
    • 2012
  • The construction of data connection is required due to the digital map do not have the new address data which is implemented by the Korea government and it cannot use between government and other agency. The manually matching of digital map and new address data is time and money consuming process due to the huge amount of data. In this research, new system is developed for data generation of attribute data by the data connection method of digital map and new address data using spatial matching and matching rate of data connection is analyses. The results of data matching rate in the research area are 84% in building case and 67% in road case in 1:1000 digital map at Suwon and 18% in building case and 21% in road at Seogwipo.