Research Article

An Integration of New Digital Image Scrambling Technique on PCA-Based Face Recognition System

Table 6

Encrypted faces classification report.

Enc. face test imageClassification resultEvaluation

S1/9S1 with Euclidean distance 5373.228051True
S1/10S1 with Euclidean distance 5748.435552True
S2/9S2 with Euclidean distance 4473.023282True
S2/10S2 with Euclidean distance 3973.352329True
S3/9S4 with Euclidean distance 5274.349620False
S3/10S3 with Euclidean distance 5051.268398True
S4/9S4 with Euclidean distance 3942.744650True
S4/10S4 with Euclidean distance 4165.568529True
S5/9S5 with Euclidean distance 4215.311359True
S5/10S40 with Euclidean distance 5483.203667False
S6/9S6 with Euclidean distance 4393.905716True
S6/10S6 with Euclidean distance 2908.963330True
S7/9S7 with Euclidean distance 3823.492582True
S7/10S7 with Euclidean distance 4425.482036True
S8/9S8 with Euclidean distance 4497.363225True
S8/10S8 with Euclidean distance 3792.915907True
S9/9S9 with Euclidean distance 3860.873395True
S9/10S9 with Euclidean distance 4905.702679True
S10/9S8 with Euclidean distance 6003.611492False
S10/10S8 with Euclidean distance 5835.079534False
S11/9S11 with Euclidean distance 4116.744312True
S11/10S11 with Euclidean distance 3838.417882True
S12/9S12 with Euclidean distance 4765.491458True
S12/10S12 with Euclidean distance 5292.675978True
S13/9S13 with Euclidean distance 5053.542112True
S13/10S13 with Euclidean distance 3449.380342True
S14/9S14 with Euclidean distance 4563.140665True
S14/10S14 with Euclidean distance 5607.276628True
S15/9S15 with Euclidean distance 3238.105065True
S15/10S15 with Euclidean distance 3376.481119True
S16/9S16 with Euclidean distance 6413.669511True
S16/10S16 with Euclidean distance 4447.723711True
S17/9S17 with Euclidean distance 4208.686506True
S17/10S17 with Euclidean distance 3669.955253True
S18/9S18 with Euclidean distance 4666.727826True
S18/10S18 with Euclidean distance 5171.592818True
S19/9S15 with Euclidean distance 6058.791313False
S19/10S19 with Euclidean distance 3402.706098True
S20/9S20 with Euclidean distance 4136.461436True
S20/10S20 with Euclidean distance 3870.016443True
S21/9S21 with Euclidean distance 4272.902692True
S21/10S21 with Euclidean distance 4118.266490True
S22/9S22 with Euclidean distance 2636.987145True
S22/10S22 with Euclidean distance 3540.276387True
S23/9S23 with Euclidean distance 4589.453589True
S23/10S23 with Euclidean distance 3602.207713True
S24/9S24 with Euclidean distance 5087.230445True
S24/10S24 with Euclidean distance 4895.659062True
S25/9S25 with Euclidean distance 4225.148892True
S25/10S25 with Euclidean distance 3716.330952True
S26/9S26 with Euclidean distance 4325.390877True
S26/10S26 with Euclidean distance 3035.202458True
S27/9S27 with Euclidean distance 3366.186844True
S27/10S27 with Euclidean distance 4494.598557True
S28/9S28 with Euclidean distance 5812.395899True
S28/10S28 with Euclidean distance 4965.903614True
S29/9S29 with Euclidean distance 4324.022162True
S29/10S29 with Euclidean distance 3714.952745True
S30/9S30 with Euclidean distance 3970.182573True
S30/10S30 with Euclidean distance 4164.566874True
S31/9S31 with Euclidean distance 4281.472462True
S31/10S31 with Euclidean distance 4148.592567True
S32/9S32 with Euclidean distance 5129.574047True
S32/10S32 with Euclidean distance 4362.000327True
S33/9S33 with Euclidean distance 4391.321723True
S33/10S33 with Euclidean distance 1855.914736True
S34/9S34 with Euclidean distance 4046.684219True
S34/10S34 with Euclidean distance 3364.459445True
S35/9S35 with Euclidean distance 5574.973183True
S35/10S35 with Euclidean distance 5012.925485True
S36/9S36 with Euclidean distance 4977.578999True
S36/10S36 with Euclidean distance 5861.877623True
S37/9S37 with Euclidean distance 2572.658060True
S37/10S37 with Euclidean distance 3477.025249True
S38/9S38 with Euclidean distance 3935.824694True
S38/10S38 with Euclidean distance 2906.621539True
S39/9S39 with Euclidean distance 3409.791218True
S39/10S39 with Euclidean distance 4106.191621True
S40/9S40 with Euclidean distance 5729.986808True
S40/10S23 with Euclidean distance 5469.463603False

Note. Sn/y means subject number/test image name. Each subject has 2 test images named 9 and 10.