A Motion/Shape Estimation of Multiple Objects Using an Advanced Contour Matching Technique

Junghyun HWANG; Yoshiteru OOI; Shinji OZAWA

A Motion/Shape Estimation of Multiple Objects Using an Advanced Contour Matching Technique

Junghyun HWANG, Yoshiteru OOI, Shinji OZAWA

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An approach to estimate the information of moving objects is described in terms of their kinetic and static properties such as 2D velocity, acceleration, position, and the size of each object for the features of motion snd shape. To obtain the information of motion/shape of multiple objects, an advanced contour matching scheme is developed, which includes the synthesis of edge images and the analysis of object shape with a high matching confidence as well as a low computation cost. The scheme is composed of three algorithms: a motion estimation by an iterative triple cross-correlation, an image synthesis by shifting and masking the object, and a shape analysis for determining the object size. Implementing fuzzy membership functions to the object shape, the scheme gets improved in accuracy of capturing motion and shape of multiple moving objects. Experimental result shows that the proposed method is valid for several walking men in real scene.

Publication: IEICE TRANSACTIONS on Information Vol.E77-D No.6 pp.676-685

Publication Date: 1994/06/25

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Type of Manuscript: PAPER

Category: Image Processing, Computer Graphics and Pattern Recognition

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Junghyun HWANG, Yoshiteru OOI, Shinji OZAWA, "A Motion/Shape Estimation of Multiple Objects Using an Advanced Contour Matching Technique" in IEICE TRANSACTIONS on Information, vol. E77-D, no. 6, pp. 676-685, June 1994, doi: .
Abstract: An approach to estimate the information of moving objects is described in terms of their kinetic and static properties such as 2D velocity, acceleration, position, and the size of each object for the features of motion snd shape. To obtain the information of motion/shape of multiple objects, an advanced contour matching scheme is developed, which includes the synthesis of edge images and the analysis of object shape with a high matching confidence as well as a low computation cost. The scheme is composed of three algorithms: a motion estimation by an iterative triple cross-correlation, an image synthesis by shifting and masking the object, and a shape analysis for determining the object size. Implementing fuzzy membership functions to the object shape, the scheme gets improved in accuracy of capturing motion and shape of multiple moving objects. Experimental result shows that the proposed method is valid for several walking men in real scene.
URL: https://globals.ieice.org/en_transactions/information/10.1587/e77-d_6_676/_p

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@ARTICLE{e77-d_6_676,
author={Junghyun HWANG, Yoshiteru OOI, Shinji OZAWA, },
journal={IEICE TRANSACTIONS on Information},
title={A Motion/Shape Estimation of Multiple Objects Using an Advanced Contour Matching Technique},
year={1994},
volume={E77-D},
number={6},
pages={676-685},
abstract={An approach to estimate the information of moving objects is described in terms of their kinetic and static properties such as 2D velocity, acceleration, position, and the size of each object for the features of motion snd shape. To obtain the information of motion/shape of multiple objects, an advanced contour matching scheme is developed, which includes the synthesis of edge images and the analysis of object shape with a high matching confidence as well as a low computation cost. The scheme is composed of three algorithms: a motion estimation by an iterative triple cross-correlation, an image synthesis by shifting and masking the object, and a shape analysis for determining the object size. Implementing fuzzy membership functions to the object shape, the scheme gets improved in accuracy of capturing motion and shape of multiple moving objects. Experimental result shows that the proposed method is valid for several walking men in real scene.},
keywords={},
doi={},
ISSN={},
month={June},}

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TY - JOUR
TI - A Motion/Shape Estimation of Multiple Objects Using an Advanced Contour Matching Technique
T2 - IEICE TRANSACTIONS on Information
SP - 676
EP - 685
AU - Junghyun HWANG
AU - Yoshiteru OOI
AU - Shinji OZAWA
PY - 1994
DO -
JO - IEICE TRANSACTIONS on Information
SN -
VL - E77-D
IS - 6
JA - IEICE TRANSACTIONS on Information
Y1 - June 1994
AB - An approach to estimate the information of moving objects is described in terms of their kinetic and static properties such as 2D velocity, acceleration, position, and the size of each object for the features of motion snd shape. To obtain the information of motion/shape of multiple objects, an advanced contour matching scheme is developed, which includes the synthesis of edge images and the analysis of object shape with a high matching confidence as well as a low computation cost. The scheme is composed of three algorithms: a motion estimation by an iterative triple cross-correlation, an image synthesis by shifting and masking the object, and a shape analysis for determining the object size. Implementing fuzzy membership functions to the object shape, the scheme gets improved in accuracy of capturing motion and shape of multiple moving objects. Experimental result shows that the proposed method is valid for several walking men in real scene.
ER -