Binary vector construction method for fast image matching in MPEG-7 CDVS framework

التفاصيل البيبلوغرافية
العنوان: Binary vector construction method for fast image matching in MPEG-7 CDVS framework
المؤلفون: Tae-Wang Kim, In-Su Won, Dong-Seok Jeong
المصدر: FCV
بيانات النشر: IEEE, 2013.
سنة النشر: 2013
مصطلحات موضوعية: Matching (statistics), Selection (relational algebra), Image matching, business.industry, Template matching, ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, Binary number, Scale-invariant feature transform, Pattern recognition, Construction method, Computer Science::Computer Vision and Pattern Recognition, Computer Science::Multimedia, Computer vision, Artificial intelligence, business, Mathematics
الوصف: This paper proposes a fast method for image matching under MPEG-7 CDVS Framework. For fast matching, 16-dimensional binary vector was constructed to represent a 128-dimensional SIFT descriptor and to present a matching method that prioritizes the selection of descriptors with a higher probability. The proposed matching method maintains the performance while also presents a speed improvement of approximately 25%.
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::57980db762b21c0556e44229399a6833
https://doi.org/10.1109/fcv.2013.6485501
رقم الأكسشن: edsair.doi...........57980db762b21c0556e44229399a6833
قاعدة البيانات: OpenAIRE