Open AccessDesigning LBP-descriptor for reconfigurable computing environments
Author(s) -
Dmitriy Shashev,
A. A. Taganov,
Mainak Mondal,
M V Okunsky
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1611/1/012070
Subject(s) - computer science , local binary patterns , pipeline (software) , binary number , computer engineering , computer architecture , artificial intelligence , distributed computing , mathematics , programming language , histogram , arithmetic , image (mathematics)
The article outlines a new approach to constructing Local Binary Patterns (LBP-descriptors) for implementation on computers with parallel-pipeline architectures. This approach can be effectively applied to pedestrian detection. The new algorithm is optimized for the original model of the reconfigurable computing environment, which allows it to be implemented in the form of combinational logic with high speed. A mathematical model for the new LBP - descriptor is also presented.