PETS 2015 Challenge uses two datasets that are ARENA and P5 datasets. ARENA dataset was used in its full form in PETS 2014 Challenge; here we use a more restricted set of ARENA dataset by including few scenarios that are more relevant to PETS 2015 Challenge. The selected scenarios from ARENA and P5 datasets are grouped into 'Normal', 'Warning', 'Alarm' categories. 'Normal' alludes to activities that do not pose any threat. 'Warning' refers to abnormal activities that may potentially develop into a threat. 'Alarm' refers to activities that cause a threat in the scene and hence require immediate action. Below is given a description of the two datasets.
|Normal||N1_Arena||Three persons walking in a group, pass the truck, and split.|
|Warning||W1_Arena||Driver falls after being pushed by someone running.|
|Alarm||A1_Arena||Driver involved in a fight with someone. Two more people come to hit driver and brought to ground.|
|A2_Arena||Driver attacked from someone from a car and brought to floor.|
The dataset contains sequences with different activities staged at the OKG nuclear plant outside Oskarshamn, Sweden.
Note: this dataset was recorded within the framework of the EU project P5, whose acronym stands for 'Privacy Preserving Perimeter Protection Project'.
The dataset was recorded by multiple types of surveillance sensors including digital IP cameras and the thermal sensors. See the section below for sensor specications and location information.
The sensor properties are summarized in the table below.
|VS_1||Basler BIP2-1300x-dn||1280 x 960|
|VS_2||Basler BIP2-1300x-dn||1280 x 960|
|VS_3||Basler BIP2-1300x-dn||1280 x 960|
|TH_1||FLIR SC655||640 x 480|
|TH_2||FLIR SC655||640 x 480|
|TH_3||FLIR SC655||640 x 480|
|TH_4||FLIR A65||640 x 512|
|Normal||N1_P5||A vehicle driving across the scene.|
To download the video sequences, please fill out and submit the User Agreement form here. Following the form submission, you will receive an email within 24 hours with the information to download the dataset.
Please cite the following paper (in your publications, presentations etc.) if you use PETS 2015 Datasets:
Legal note: The video sequences are copyright University of Reading and permission is hereby granted for free download for the purposes of the PETS 2015 workshop and academic and industrial research. Where the data is disseminated (e.g. publications, presentations) the source should be acknowledged.