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Table 1 Existing major gait recognition databases

From: The OU-ISIR Large Population Gait Database with real-life carried object and its performance evaluation

Database #Subjects Types of CO #Possible options Gender balance
    for CO positions (male:female)
Soton dataset, small [27] 12 Handbag, barrel bag, rucksack Four N/A
USF dataset [30] 122 Briefcase One 4:1
CASIA dataset, B [40] 124 Knapsack, satchel, handbag Three 3:1
CASIA dataset, C [34] 153 Bag One 6:1
CMU Mobo dataset [10] 25 Ball One 12:1
TUM-IITKGP [12] 35 Backpack One N/A
TUM-GAID [13] 305 Backpack One 3:2
OU-ISIR, LP [15] 4,007 N/A N/A 1:1
OU-ISIR, LP with Bag, β version [22] 2,070 Unconstrained Unconstrained N/A
Proposed 62,528 Unconstrained Unconstrained 1:1