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params in different database

Open zhangMARK123 opened this issue 5 years ago • 4 comments

In Tongji database,the EER is similar with paper . But in other database such as IITD,Casia. The EER is much higher than paper about 3%. Do I need to tuning the parames?

zhangMARK123 avatar Mar 18 '20 08:03 zhangMARK123

it could be due to the way the images are segmented. you can try using the code for palmprint segmentation provided in: https://github.com/AngeloUNIMI/PalmSeg for the segmentation, it is necessary to tune the parameters for each database, for optimal results

AngeloUNIMI avatar Mar 18 '20 09:03 AngeloUNIMI

Thank you very much. I have used the code you provided to get palmprint ROI, but the EER remain high. I think it could be parameters problems. In paramsPalmNet.m, the default parameters is only optimized for Tongji database? Could you please tell me which parameters should I mainly tun?

zhangMARK123 avatar Mar 18 '20 10:03 zhangMARK123

I added the segmentation param files for the other databases in https://github.com/AngeloUNIMI/PalmSeg/tree/master/params for PalmNet, once the images are segmented, the params are the same for all databases

AngeloUNIMI avatar Mar 18 '20 10:03 AngeloUNIMI

Thank you. For EER and aggregated over 4 scores EER, the result I test is that Tongji 0.057%,0.063%,REST 6.18%, 1.41% IITD 4.4%, 0.6% Casia 3.2% , 0.96%。 Is that the normal result?

zhangMARK123 avatar Mar 20 '20 05:03 zhangMARK123