Paper Title :Literature review on “cascade object detection using deformable part model”
Author :Kumudini K.Borkute, C. K. Kurve
Article Citation :Kumudini K.Borkute ,C. K. Kurve ,
(2013 ) " Literature review on “cascade object detection using deformable part model” " ,
International Journal of Electrical, Electronics and Data Communication (IJEEDC) ,
pp. 29-33,
Volume-1,Issue-1
Abstract : This paper describes a general method for building cascade classifiers from part-based deformable models such
as pictorial structures. This paper focuses primarily on the case of star-structured models and show how a simple algorithm
based on partial hypothesis pruning can speed up object detection by more than one order of magnitude without sacrificing
detection accuracy. It based on two algorithms; the cascade variant dynamic programming algorithm fills values in DP tables
and training algorithm for the thresholds used in the cascade
Type : Research paper
Published : Volume-1,Issue-1
DOIONLINE NO - IJEEDC-IRAJ-DOIONLINE-126
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Copyright: © Institute of Research and Journals
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Published on 2014-01-20 |
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