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Chapter

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Title

A Hardware Architecture for Calculating LBP-Based Image Region Descriptors

Authors

[ 1 ] Instytut Automatyki i Inżynierii Informatycznej, Wydział Elektryczny, Politechnika Poznańska | [ P ] employee

Year of publication

2016

Chapter type

paper

Publication language

english

Keywords
EN
  • programmable logic
  • hardware accelerator
  • LBP
  • region descriptor
  • object recognition
  • object detection
Abstract

EN In this paper, an efficient hardware architecture, enabling the computation of LBP-based image region descriptors is presented. The complete region descriptor is formed by combining individual local descriptors and arranging them into a grid, as typically used in object detection and recognition. The proposed solution performs massively parallel, pipelined computations, facilitating the processing of over two hundred VGA frames per second, and can easily be adopted to different window and grid sizes for the use of other descriptors.

Pages (from - to)

671 - 679

DOI

10.1007/978-3-319-26227-7_63

URL

https://link.springer.com/chapter/10.1007/978-3-319-26227-7_63

Book

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015

Presented on

9th International Conference on Computer Recognition Systems, CORES 2015, 25-27.05.2015, Wrocław, Poland

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