TY - GEN
T1 - Multi-city street-sidewalk imagery from pedestrian mobile cameras
T2 - 3rd Workshop on Data Acquisition To Analysis, DATA 2020 - Part of SenSys 2020, BuildSys 2020
AU - Jain, Shubham
N1 - Publisher Copyright:
© 2020 ACM.
PY - 2020/11/16
Y1 - 2020/11/16
N2 - This paper presents TerraFirma, a multi-city dataset which captures street and sidewalk imagery from the pedestrians' perspective. Motivated by challenges in the realm of pedestrian safety, we present a diverse and extensive dataset that provides a foundation for the design and validation of pedestrian safety systems that rely on street-sidewalk imagery. The data was collected by 9 volunteers in 4 metropolitan cities across the world. Volunteers carried mobile cameras or smartphones in a texting position, such that the rear camera was directed to the ground in front of them. TerraFirma classifies images by the material used for street/sidewalk construction in each city. The detailed description of dataset accrual is accompanied by the public release of the dataset.
AB - This paper presents TerraFirma, a multi-city dataset which captures street and sidewalk imagery from the pedestrians' perspective. Motivated by challenges in the realm of pedestrian safety, we present a diverse and extensive dataset that provides a foundation for the design and validation of pedestrian safety systems that rely on street-sidewalk imagery. The data was collected by 9 volunteers in 4 metropolitan cities across the world. Volunteers carried mobile cameras or smartphones in a texting position, such that the rear camera was directed to the ground in front of them. TerraFirma classifies images by the material used for street/sidewalk construction in each city. The detailed description of dataset accrual is accompanied by the public release of the dataset.
UR - https://www.scopus.com/pages/publications/85097333584
U2 - 10.1145/3419016.3431486
DO - 10.1145/3419016.3431486
M3 - Conference contribution
AN - SCOPUS:85097333584
T3 - DATA 2020 - Proceedings of the 3rd Workshop on Data Acquisition To Analysis, Part of SenSys 2020, BuildSys 2020
SP - 20
EP - 22
BT - DATA 2020 - Proceedings of the 3rd Workshop on Data Acquisition To Analysis, Part of SenSys 2020, BuildSys 2020
PB - Association for Computing Machinery, Inc
Y2 - 16 November 2020 through 19 November 2020
ER -