Video instance search via spatial fusion of visual words and object proposals

Most popular systems for object instance search are based on the bag-of-visual-word model. The inherent weaknesses of this standard model such as quantization error, unstructured representation, burstiness phenomenon are to some extent solved. However, it has a serious problem of searching small obj...

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Veröffentlicht in:	International journal of multimedia information retrieval 2019-09, Vol.8 (3), p.181-192
Hauptverfasser:	Nguyen, Vinh-Tiep, Le, Duy Dinh, Tran, Minh-Triet, Nguyen, Tam V., Ngo, Thanh Duc, Satoh, Shin’ichi, Duong, Duc Anh
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science Data Mining and Knowledge Discovery Database Management Datasets Deep learning Image Processing and Computer Vision Information Storage and Retrieval Information Systems Applications (incl.Internet) Methods Multimedia Information Systems Neural networks Proposals Queries Query expansion Regular Paper Searching Sensors Similarity Surveillance Visual discrimination Weighting functions
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