The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
많은 비전 애플리케이션에서는 강력한 객체 추적이 필요하며, 객체를 추적할 수 있을 뿐만 아니라 연속 프레임 사이의 각 부분의 대응 관계를 명확하게 할 수 있다면 움직이는 객체의 동작 분석에 유용할 것입니다. 이를 위해 우리는 배타적 블록 매칭을 기반으로 한 새로운 이동 객체 추출 및 추적 방법을 제안한다. 현재 프레임과 이전 프레임의 블록 사이의 유사성으로 구성된 비용 행렬을 구축하고 선형 할당 문제로 일대일 매칭을 해결하여 대응 관계를 얻습니다. 또한 다중 프레임을 동시에 처리하여 가려진 블록의 궤적을 추적할 수 있습니다.
움직이는 물체 추출, 추적, 블록 매칭, 선형 할당
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부
Zhu LI, Kenichi YABUTA, Hitoshi KITAZAWA, "Exclusive Block Matching for Moving Object Extraction and Tracking" in IEICE TRANSACTIONS on Information,
vol. E93-D, no. 5, pp. 1263-1271, May 2010, doi: 10.1587/transinf.E93.D.1263.
Abstract: Robust object tracking is required by many vision applications, and it will be useful for the motion analysis of moving object if we can not only track the object, but also make clear the corresponding relation of each part between consecutive frames. For this purpose, we propose a new method for moving object extraction and tracking based on the exclusive block matching. We build a cost matrix consisting of the similarities between the current frame's and the previous frame's blocks and obtain the corresponding relation by solving one-to-one matching as linear assignment problem. In addition, we can track the trajectory of occluded blocks by dealing with multi-frames simultaneously.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.E93.D.1263/_p
부
@ARTICLE{e93-d_5_1263,
author={Zhu LI, Kenichi YABUTA, Hitoshi KITAZAWA, },
journal={IEICE TRANSACTIONS on Information},
title={Exclusive Block Matching for Moving Object Extraction and Tracking},
year={2010},
volume={E93-D},
number={5},
pages={1263-1271},
abstract={Robust object tracking is required by many vision applications, and it will be useful for the motion analysis of moving object if we can not only track the object, but also make clear the corresponding relation of each part between consecutive frames. For this purpose, we propose a new method for moving object extraction and tracking based on the exclusive block matching. We build a cost matrix consisting of the similarities between the current frame's and the previous frame's blocks and obtain the corresponding relation by solving one-to-one matching as linear assignment problem. In addition, we can track the trajectory of occluded blocks by dealing with multi-frames simultaneously.},
keywords={},
doi={10.1587/transinf.E93.D.1263},
ISSN={1745-1361},
month={May},}
부
TY - JOUR
TI - Exclusive Block Matching for Moving Object Extraction and Tracking
T2 - IEICE TRANSACTIONS on Information
SP - 1263
EP - 1271
AU - Zhu LI
AU - Kenichi YABUTA
AU - Hitoshi KITAZAWA
PY - 2010
DO - 10.1587/transinf.E93.D.1263
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E93-D
IS - 5
JA - IEICE TRANSACTIONS on Information
Y1 - May 2010
AB - Robust object tracking is required by many vision applications, and it will be useful for the motion analysis of moving object if we can not only track the object, but also make clear the corresponding relation of each part between consecutive frames. For this purpose, we propose a new method for moving object extraction and tracking based on the exclusive block matching. We build a cost matrix consisting of the similarities between the current frame's and the previous frame's blocks and obtain the corresponding relation by solving one-to-one matching as linear assignment problem. In addition, we can track the trajectory of occluded blocks by dealing with multi-frames simultaneously.
ER -