Dataset: A video dataset of a wooden box assembly process

Jiayun Zhang, Petr Byvshev, Yu Xiao

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

This paper presents a video dataset of a 9-step wooden box assembly process including 17 subjects. The main strength of this dataset is the design of a standard and uniform workflow and the use of multiple cameras capturing videos from two different viewpoints. 62 video files were collected with the total size of 20 GB and the total duration of 13 hours. Each of the video is complemented with temporal annotations that indicate the starting and ending timestamps of each work step in the assembly process. We also provide statistical descriptive analyses of the recorded processes. Our dataset can be utilized for developing solutions to human activity recognition, process documentation, and many others that involve human-object interaction.
Original languageEnglish
Title of host publicationDATA 2020 - Proceedings of the 3rd Workshop on Data Acquisition To Analysis, Part of SenSys 2020, BuildSys 2020
PublisherACM
Pages35-39
Number of pages5
ISBN (Electronic)9781450381369
DOIs
Publication statusPublished - 16 Nov 2020
MoE publication typeA4 Article in a conference publication
EventACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS -
Duration: 1 Jan 1900 → …

Conference

ConferenceACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS
Abbreviated titleSenSys
Period01/01/1900 → …

Keywords

  • Video Datasets
  • Assembly

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