Improving the Bag-of-Words model with Spatial Pyramid matching using data augmentation for fine-grained arbitrary-oriented ship classification

Authors :: Viet Hung Luu
Quang Hung Bui
Nguyen Hoang Hoa Luong
Van Kiet Dinh
Thi Nhat Thanh Nguyen
Source :: Remote Sensing Letters. 10:826-834
Publication Year :: 2019
Publisher :: Informa UK Limited, 2019.
Abstract: In this letter, we investigate fine-grained classification of arbitrary-oriented ships in very high resolution optical imagery using Bag of Word model with Spatial Pyramid (SP-BoW). Given that base...

Subjects :: Very high resolution
Matching (statistics)
010504 meteorology & atmospheric sciences
Computer science
business.industry
0211 other engineering and technologies
Pattern recognition
02 engineering and technology
Base (topology)
01 natural sciences
Word model
Bag-of-words model
Pyramid
Earth and Planetary Sciences (miscellaneous)
Artificial intelligence
Electrical and Electronic Engineering
business
021101 geological & geomatics engineering
0105 earth and related environmental sciences

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