객체 추적을 위한 능동 벡터 모델에 관한 연구

• 영문명: A Study on the Active Vector Model for Object Tracking
• 발행기관: 한국산업기술융합학회(구. 산업기술교육훈련학회)
• 저자명: 주동현(Dong-Hyun Ju)
• 간행물 정보: 『산업기술연구논문지』산업기술연구논문지 제25권 3호, 67~73쪽, 전체 7쪽
• 주제분류: 공학 > 공학일반
• 파일형태: PDF
• 발행일자: 2020.09.30

영문 초록

In this thesis we propose a new active vector model which is able to track objects with an algorithm. First of all we classified a few basic shapes as the modes of the tracking object, which were learned by the principle components analysis, and then we extracted the representative feature vector and the minimum shape parameters. And we reorganize the sequence of basic shape change to the shape change based on the feature point vector. We modeled the object of target tracking and its moving using both the feature position vector and shape change vector obtained by the above process. The proposed method generates parameterized values based on the moving pattern of the object, provides better stability of the local structure than other models, and decreases the cost of convergence duration, which is the weakness of model-based tracking algorithms.

목차

Ⅰ. 서 론

Ⅱ. 능동 벡터 모델

Ⅲ. 능동벡터모델 기반 객체 추적알고리즘

Ⅳ. 실 험

Ⅴ. 결 론

참고문헌

키워드

객체추적 랜드마크 주성분 분석 모델기반 추적 능동벡터모델 Object Tracking Landmark PCA Model-Based Tracking Active Vector Model