• Title/Summary/Keyword: image correlation

Search Result 2,524, Processing Time 0.03 seconds

Fast Reference Region Adjustment Using Sizing Factor Generation in Correlation-Based Image Tracking

  • Sung, Si-Hun;Chien, Sung-Il
    • Journal of Electrical Engineering and information Science
    • /
    • v.3 no.2
    • /
    • pp.230-238
    • /
    • 1998
  • When size and shape of moving object have been changed, a correlator often accumulates walk-off error. A success of correlation-based tracking largely depends on choosing suitable window size and position and thus transferring the proper reference image to the next frame. For this, we propose the Adaptive Window Algorithm with Four-Direction Sizing Factors (AWA-FSF) for fast adjusting a reference region to enhance reliability of correlation-based image tracking in complex cluttered environments. Since the AWA-FSF is capable of adjusting a reference image size more rapidly and properly, we can minimize the influence of complex background and clutter. In addition, we can finely tune the center point of the reference image repeatedly after main tracking process. Thus we have increased stability and reliability of correlation-based image tracking. We tested performance of the AWA-FSF using 45 real image sequences made of over 3400 images and had the satisfied results for most of them.

  • PDF

A Robust Correlation-based Video Tracking (강인한 상관방식 추적기를 이용한 움직이는 물체 추적)

  • Park Dong-Jo;Cho Jae-Soo
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.11 no.7
    • /
    • pp.587-594
    • /
    • 2005
  • In this paper, a robust correlation-based video tracking is proposed to track a moving object in correlated image sequences. A correlation-based video tracking algorithm seeks to align the incoming target image with the reference target block image, but has critical problems, so called a false-peak problem and a drift phenomenon (correlator walk-off. The false-peak problem is generally caused by highly correlated background pixels with similar intensity of a moving target and the drift phenomenon occurs when tracking errors accumulate from frame to frame because of the nature of the correlation process. At first, the false-peaks problem for the ordinary correlation-based video tracking is investigated using a simple mathematical analysis. And, we will suggest a robust selective-attention correlation measure with a gradient preprocessor combined by a drift removal compensator to overcome the walk-off problem. The drift compensator adaptively controls the template block size according to the target size of interest. The robustness of the proposed method for practical application is demonstrated by simulating two real-image sequences.

Neighborhood Correlation Image Analysis for Change Detection Using Different Spatial Resolution Imagery

  • Im, Jung-Ho
    • Korean Journal of Remote Sensing
    • /
    • v.22 no.5
    • /
    • pp.337-350
    • /
    • 2006
  • The characteristics of neighborhood correlation images for change detection were explored at different spatial resolution scales. Bi-temporal QuickBird datasets of Las Vegas, NV were used for the high spatial resolution image analysis, while bi-temporal Landsat $TM/ETM^{+}$ datasets of Suwon, South Korea were used for the mid spatial resolution analysis. The neighborhood correlation images consisting of three variables (correlation, slope, and intercept) were evaluated and compared between the two scales for change detection. The neighborhood correlation images created using the Landsat datasets resulted in somewhat different patterns from those using the QuickBird high spatial resolution imagery due to several reasons such as the impact of mixed pixels. Then, automated binary change detection was also performed using the single and multiple neighborhood correlation image variables for both spatial resolution image scales.

Correlation Based Image Registration for Pressure Sensitive Paint (PSP를 이용한 압력측정에서의 상관법에 의한 이미지 등록)

  • Park Sang-Hyun;Sung Hyung Jin
    • 한국가시화정보학회:학술대회논문집
    • /
    • 2003.11a
    • /
    • pp.63-66
    • /
    • 2003
  • A new algorithm, CBIR (Correlation Based Image Registration) was proposed to improve the resolution of image registration for PSP (Pressure Sensitive Paint). The local displacement vectors were obtained by finding the displacement which maximizes the cross-correlation between two interrogation windows of 'wind-off' and 'wind-on' images. A recursive multigrid processing was employed to increase the non-linear spatial resolutions. The variations of image were precisely measured without identifying the control points.

  • PDF

Correlation-Based Image Registration for Pressure Measurements Using Pressure-Sensitive Paint (PSP 압력측정을 위한 상관법에 의한 이미지 등록)

  • Park, Sang-Hyun;Sung, Hyung-Jin
    • Proceedings of the KSME Conference
    • /
    • 2004.04a
    • /
    • pp.1778-1782
    • /
    • 2004
  • A new algorithm, CBIR (Correlation-Based Image Registration) was proposed to improve the resolution of image registration for PSP (Pressure-Sensitive Paint). The local displacement vectors were obtained by finding the displacement which maximizes the cross-correlation between two interrogation windows of 'wind-off' and 'wind-on' images. A recursive multigrid processing was employed to increase the non-linear spatial resolutions. The variations of image were precisely measured without identifying the control points.

  • PDF

Development of a Target Tracker using Phase Correlation (Phase Correlation을 이용한 표적 추적기 개발)

  • Jin, Sang-Hun;Suk, Jung-Youp
    • Proceedings of the KIEE Conference
    • /
    • 2004.11c
    • /
    • pp.165-168
    • /
    • 2004
  • This paper propose a target tracker using phase correlation. The tracker consist of a pre-processing module, a translation estimation module based on phase correlation, a fine motion estimation module applied when confidence rate could not fulfill a threshold value and a reference image update module. The fine motion estimation module measure the shift, rotation and scale of input image compared to reference using Fourier-Mellin transform. Proposed tracker was tested its accuracy and robustness using some real indoor and outdoor image sequences.

  • PDF

Study on Improvement of Measurement Precision in Digital Image Correlation Measurement Method by Using Subpixel Algorithms (이미지 상관법의 서브 픽셀 알고리즘을 이용한 측정 분해능 향상에 관한 연구)

  • Kim, Seung Jong;Kang, Young Jun;Choi, In Young;Hong, Kyung Min;Ryu, Won Jea
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.32 no.12
    • /
    • pp.1039-1047
    • /
    • 2015
  • Contact type sensors (e.g., displacement sensor and strain gauge) were typically used to evaluate the safety and mechanical properties in machines and construction. However, those contact type sensors have been constrained because of measurement problems such as surface roughness, temperature, humidity, and shape. The Digital Image Correlation (DIC) measurement system is a vision measurement system. This measurement system uses the taken image using a CCD camera and calculates the image correlation between the reference image and the deformed image under external force to measure the displacement and strain rates. In this paper, we discuss methods to improve the measurement precision of the digital image correlation measurement system. A tensile test was conducted to compare the precision improvement effects, by using the universal test machine and the DIC measurement system, with the use of subpixel algorithms, i.e., the Coarse Fine Search (CFS) algorithm and the Peak Finding (PF) algorithm.

Optical Image Switching System based on BPEJTC (BPEJTC를 이용한 광 영상 스위칭 시스템)

  • 이상이;이승현;양훈기;김은수
    • Journal of the Korean Institute of Telematics and Electronics A
    • /
    • v.32A no.10
    • /
    • pp.51-63
    • /
    • 1995
  • In this paper, a new real-time optical image switching system based on the phase-typed BPEJTC is suggested. The phase filter mask which has the arbitrary position mapping function between input and output planes is constructed by using the modified JTPS of the BPEJTC. Then, the input image is convolved with this phase filter mask in the spatial frequency domain and through further Fourier transform the input image is switched to the new positions in the output correlation plane where the correlation peaks are occurred. And, based on the computer simulation results, the practical optical switched to the new positions in the output correlation plane where the correlation peaks are occurred. And, based on the computer simulation results, the practical optical switching system is opto-digitally constructed and through some experiments on image switching the possiblity of real-time implementation of the multiple optical image switching system by using the BPEJTC is suggeste.

  • PDF

Development of an edge-based point correlation algorithm for fast and stable visual inspection system (고속 검사자동화를 위한 에지기반 점 상관 알고리즘의 개발)

  • 강동중;노태정
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.9 no.8
    • /
    • pp.640-646
    • /
    • 2003
  • We presents an edge-based point correlation algorithm for fast and stable visual inspection system. Conventional algorithms based on NGC(normalized gray-level correlation) have to overcome some difficulties in applying automated inspection systems to real factory environment. First of all, NGC algorithms involve highly complex computation and thus require high performance hardware for realtime process. In addition, lighting condition in realistic factory environments is not stable and therefore intensity variation from uncontrolled lights gives many troubles for applying NGC directly as pattern matching algorithm. We propose an algorithm to solve these problems, using thinned and binarized edge data, which are obtained from the original image. A point correlation algorithm with the thinned edges is introduced with image pyramid technique to reduce the computational complexity. Matching edges instead of using original gray-level image pixels overcomes problems in NGC method and pyramid of edges also provides fast and stable processing. All proposed methods are proved by the experiments using real images.

A Case Study of Correlation Analysis Between Fashion Brand Image and Store Space Image - Focusing on Luxury Fashion Flagship Store - (패션 브랜드 이미지와 매장 공간 이미지의 상관관계 사례 연구 - 럭셔리 패션 플래그쉽 스토어를 중심으로 -)

  • Kim, Na-yeon;Lee, Hyun-soo
    • Korean Institute of Interior Design Journal
    • /
    • v.25 no.4
    • /
    • pp.135-146
    • /
    • 2016
  • The purpose of this study is to analyze the correlation between fashion brand image and store space image. To investigate this study further, one of the luxury fashion brands was selected for a case study and surveys were conducted to 200 participants. This study evaluates the factors of fashion brand images that customers associate with a brand before stepping inside the flagship store. Also it analyzes the factors of store space image after the experience of the flagship store. As a result of the correlation analysis based on quantitative statistic measures, the fashion brand image and store space image coincided highest with extraordinary, young and strong characteristics. According to the space elements of the flagship store, the relationship of the brand image with the store image was investigated. As a result of analysis, customers felt the high correlation with the facade among the architectural elements of flagship store. This resulted in that customers consider that the black box of the facade represents originality of this fashion brand as a concept of spatial elements. As a practical implication, companies should understand that the architectural design is a very crucial component in designing the flagship store, as it gives customers their first impression about a brand. The brand image is required to be integrated through the exterior design of the store. The final conclusion of this study shows that the flagship store provides a space where you can experience the corporate value and brand through the space of brand experience and share an emotional image created by the brand as well.