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VLBenchmark is a MATLAB suite of benchmarks for computer vision features

License: MIT License

MATLAB 88.43% C 9.21% C++ 2.36%

vlbenchmarks's Introduction

                           VLBenchmakrs
                         Version 1.0-beta
              Karel Lenc   Varun Gulshan   Andrea Vedaldi


This package implements a collection of benchmkark routines to evaluate
local feature detectors and descriptors. See
http://www.vlfeat.org/benchmarks/index.html or the bundled copy
doc/index.html for installation and usage instructions.

CHANGES

v1.0-beta  (5-10-2012) First public release.

ACKNOWLEDGMENTS
    This project was supported by the PASCAL Harvest Programme 2012.

    Part of the package is based on code of Krystian Mikolajczyk
    as available here: http://www.robots.ox.ac.uk/~vgg/research/affine/.

    The authors would like to thank Andrew Zisserman, Jiri Matas,
    Krystian Mikolajczyk, Tinne Tuytelaars, and Cordelia Schmid for
    helpful discussion and supports.

REFERENCES

[1] K. Mikolajczyk, T. Tuytelaars, C. Schmid, A. Zisserman,
    J. Matas, F. Schaffalitzky, T. Kadir, and L. Van Gool. A
    comparison of affine region detectors. IJCV, 1(65):43โ€“72, 2005.

[2] H. Jegou, M. Douze and C. Schmid,
    Exploiting descriptor distances for precise image search,
    Research report, INRIA 2011
    http://hal.inria.fr/inria-00602325/PDF/RA-7656.pdf

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