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Superpixels via pseudo-Boolean optimization

Date

Authors

Zhang, Yuhang

Hartley, Richard

Mashford, John

Publisher

IEEE Computer Society

Abstract

We propose an algorithm for creating superpixels. The major step in our algorithm is simply minimizing two pseudo-Boolean functions. The processing time of our algorithm on images of moderate size is only half a second. Experiments on a benchmark dataset

Keywords

Keywords: Benchmark datasets; Processing Time; Pseudo-Boolean function; Pseudo-Boolean optimization; Superpixels; Benchmarking; Boolean functions; Bottles; Image processing; Algorithms

URI

http://hdl.handle.net/1885/31099

Collections

ANU Research Publications

Source

Proceedings of IEEE International Conference on Computer Vision (ICCV 2011)

Type

Conference paper

DOI

10.1109/ICCV.2011.6126393

Restricted until

2037-12-31

Downloads

File

Description

01_Zhang_Superpixels_via_pseudo-Boolean_2011.pdf (3.96 MB)

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