TY - CHAP
T1 - Feature representation and extraction for image search and video retrieval
AU - Liu, Qingfeng
AU - Lavinia, Yukhe
AU - Verma, Abhishek
AU - Lee, Joyoung
AU - Spasovic, Lazar
AU - Liu, Chengjun
N1 - Publisher Copyright:
© Springer International Publishing AG 2017.
PY - 2017
Y1 - 2017
N2 - The ever-increasing popularity of intelligent image search and video retrieval warrants a comprehensive study of the major feature representation and extraction methods often applied in image search and video retrieval. Towards that end, this chapter reviews some representative feature representation and extraction approaches, such as the Spatial Pyramid Matching (SPM), the soft assignment coding, the Fisher vector coding, the sparse coding and its variants, the Local Binary Pattern (LBP), the Feature Local Binary Patterns (FLBP), the Local Quaternary Patterns (LQP), the Feature Local Quaternary Patterns (FLQP), the Scale-invariant feature transform (SIFT), and the SIFT variants, which are broadly applied in intelligent image search and video retrieval.
AB - The ever-increasing popularity of intelligent image search and video retrieval warrants a comprehensive study of the major feature representation and extraction methods often applied in image search and video retrieval. Towards that end, this chapter reviews some representative feature representation and extraction approaches, such as the Spatial Pyramid Matching (SPM), the soft assignment coding, the Fisher vector coding, the sparse coding and its variants, the Local Binary Pattern (LBP), the Feature Local Binary Patterns (FLBP), the Local Quaternary Patterns (LQP), the Feature Local Quaternary Patterns (FLQP), the Scale-invariant feature transform (SIFT), and the SIFT variants, which are broadly applied in intelligent image search and video retrieval.
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U2 - 10.1007/978-3-319-52081-0_1
DO - 10.1007/978-3-319-52081-0_1
M3 - Chapter
AN - SCOPUS:85018481816
T3 - Intelligent Systems Reference Library
SP - 1
EP - 19
BT - Intelligent Systems Reference Library
PB - Springer Science and Business Media Deutschland GmbH
ER -