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Eigenfaces Group - Results


Data set: Source Images

Results set 1: Eigenfaces

Results set 2: Recognition- Of the three images taken of each person, #1 and #3 are used to form a database to match against. Image #2 is then matched against those for recognition. Although the first guess by the program is always the correct one, some matches such as Lance, Kurt and Andyp would probably fall below our threshold of positive match. The errors in these cases are usually due to large variations in centering or the use of the flash in taking the picture. (Images in much higher contrast or 'oily' are ones that had the flash used).

Key: Best Possible Score Bad Score Worst Possible Score
Matches
Person-- Best Match --Second Best MatchThird Best Match
amber amber3
8447 		paul3
7412 		paul1
7388
amy amy1
9864 		amy3
9630 		anita1
8443
andrew andrew1
9933 		andrew3
9319 		tats1
7646
andy andy1
8856 		andy3
6156 		dane1
4563
andyp andyp3
7082 		andrew3
4233 		jack3
3892
anita anita1
9952 		anita3
9523 		tats3
9099
arnab arnab1
9654 		arnab3
7765 		thad3
7022
chris chris1
8717 		hill3
8170 		paul3
6548
eric eric3
9465 		eric1
9351 		thad3
7735
erin erin3
9622 		erin1
7393 		andy1
4585
gabe gabe1
8492 		gabe3
7788 		phil1
5240
hill hill3
9720 		chris1
7976 		paul3
7593
jack jack1
9321 		jack3
9145 		gabe3
4154
jill jill1
9846 		jill3
9829 		joan3
7923
jimmy jimmy1
8744 		jimmy3
7652 		gabe1
4362
joan joan3
9601 		joan1
9466 		jill3
8701
kevin kevin1
9561 		kevin3
9391 		tim1
5606
kurt kurt3
7352 		erin3
3821 		hill3
3762
lance lance3
6651 		paul1
5892 		chris1
5302
nate nate1
9912 		nate3
7440 		zach1
7021
paul paul1
9754 		paul3
8007 		hill3
7547
phil phil1
9860 		phil3
9845 		zach1
6800
pooja pooja1
9930 		pooja3
8912 		anita1
8625
reuven reuven1
9508 		amber1
7189 		lance1
7066
tats tats1
9507 		tats3
8841 		joan3
8533
thad thad3
9369 		thad1
9233 		eric1
7895
tulika tulika3
9851 		tulika1
8444 		dane1
6261
zach zach3
9303 		zach1
8720 		thad3
7153


Results set 3: Progressive Reconstruction- This reconstruction goes from using 1 to 50 eigenfaces.

Note:Both sets are the same movie


Results set 4: Reconstructions- all these reconstructions were made using all 50 eigenfaces. (reconstruction image archive)