bob.hobpad2.chapter20 1.0.2

Reproduction

The installation instructions are based on conda and works on Linux and MacOS systems only. Install conda before continuing.

Once you have installed conda, create a conda environment with the following command and activate it:

$ conda create --name bob.hobpad2.chapter20 --override-channels \
  -c https://www.idiap.ch/software/bob/conda -c defaults \
  bob.hobpad2.chapter20
$ conda activate bob.hobpad2.chapter20

This will install all the required software to reproduce this book chapter. Once installed, follow the commands below to generate the plots:

$ # To generate Figure 4:
$ bob measure gen generic_scores
$ bob measure hist generic_scores/scores-dev -o fig4.a.pdf
$ bob measure det generic_scores/scores-dev -o fig4.b.pdf --lines-at ' ' --no-disp-legend --titles ' '
$ bob measure epc generic_scores/scores-{dev,eval} -o fig4.c.pdf --titles ' ' --no-disp-legend -xl '$\beta$'
$ # To generate Figure 5:
$ bob vulnerability gen vuln_scores
$ bob vulnerability hist vuln_scores/{licit,spoof}/scores-dev -o fig5.a.pdf --no-iapmr-line
$ bob vulnerability hist vuln_scores/{licit,spoof}/scores-dev -o fig5.b.pdf --no-real-data
$ bob vulnerability det vuln_scores/{licit,spoof}/scores-dev -o fig5.c.pdf --fnmr 0.0214 --no-real-data --title ' '
$ bob vulnerability fmr_iapmr vuln_scores/{licit,spoof}/scores-{dev,eval} -o fig5.d.pdf --no-disp-legend --title ' '
$ bob vulnerability epc vuln_scores/{licit,spoof}/scores-{dev,eval} -o fig5.e.pdf --title ' '
$ bob vulnerability epsc vuln_scores/{licit,spoof}/scores-{dev,eval} -o fig5.f.pdf -nI --titles 'EPSC with $\beta = 0.50$' --no-disp-legend

Contact

For questions or reporting issues to this software package, contact our development mailing list.