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In this work, we define a new pilgrims face recognition dataset, called HUFRDdataset. The new developed dataset presents various pilgrims' images taken fromoutside the Holy Masjid El-Harram in Makkah during the 2011-2012 Hajj and Umrahseasons. Such dataset will be used to test our developed facial recognition anddetection algorithms, as well as assess in the missing and found recognitionsystem \cite{crowdsensing}.

Pilgrims Face Recognition Dataset -- HUFRD