BON - Egocentric Vision Dataset for Office Activity Recognition

Citation Author(s):
Girmaw Abebe
Tadesse
Queen Mary University of London
Oliver
Bent
Komminist
Weldemariam
Md. Abrar
Istiak
Bangladesh University of Engineering and Technology
Taufiq
Hasan
Bangladesh University of Engineering and Technology
Submitted by:
Girmaw Tadesse
Last updated:
Fri, 07/23/2021 - 09:37
DOI:
10.21227/ehzr-w794
License:
0
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Abstract 

This document describes the details of the BON Egocentric vision dataset. BON denotes the initials of the locations where the dataset was collected; Barcelona (Spain); Oxford (UK); and Nairobi (Kenya). BON comprises first-person video, recorded when subjects were conducting common office activities. The preceding version of this dataset, FPV-O dataset has fewersubjects for only a single location (Barcelona). To develop a location agnostic framework, data from multiple locations and/or office settings is essential. Thus, BON comprises videos from an increased number of participants and office settings, resulting in a six-fold increase in the number of video segments, i.e., 2639 (BON) vs. 464 (FPV-O). In the follow up sections, we describe the details of the dataset, data collection, stratification across activities, duration, locations, and participants (genders)

Instructions: 

Instructions are available on the attached document

Comments

This dataset was a part of a PhD work on Human Activity Recognition from a Wearable Camera.

Submitted by Girmaw Tadesse on Fri, 07/23/2021 - 09:43