Nguyen Duc Thuan, Le Hai Anh, Hoang Si Hong

This dataset presents a synthetic thermal imaging dataset for Person Detection in Intrusion Warning Systems (PDIWS). The dataset consists of a training set with 2000 images and a test set with 500 images. Each image is synthesized by compounding a subject (intruder) with a background using the modified Poisson image editing method. There are 50 different backgrounds and nearly 1000 subjects divided into five classes according to five human poses: creeping, crawling, stooping, climbing and other. The presence of the intruder will be confirmed if the first four poses are detected.

Dataset Files

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[1] Nguyen Duc Thuan, Le Hai Anh, Hoang Si Hong, "PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/v02g-rr56. Accessed: Feb. 28, 2024.
@data{v02g-rr56-23,
doi = {10.21227/v02g-rr56},
url = {http://dx.doi.org/10.21227/v02g-rr56},
author = {Nguyen Duc Thuan; Le Hai Anh; Hoang Si Hong },
publisher = {IEEE Dataport},
title = {PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems},
year = {2023} }
TY - DATA
T1 - PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems
AU - Nguyen Duc Thuan; Le Hai Anh; Hoang Si Hong
PY - 2023
PB - IEEE Dataport
UR - 10.21227/v02g-rr56
ER -
Nguyen Duc Thuan, Le Hai Anh, Hoang Si Hong. (2023). PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems. IEEE Dataport. http://dx.doi.org/10.21227/v02g-rr56
Nguyen Duc Thuan, Le Hai Anh, Hoang Si Hong, 2023. PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems. Available at: http://dx.doi.org/10.21227/v02g-rr56.
Nguyen Duc Thuan, Le Hai Anh, Hoang Si Hong. (2023). "PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems." Web.
1. Nguyen Duc Thuan, Le Hai Anh, Hoang Si Hong. PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/v02g-rr56
Nguyen Duc Thuan, Le Hai Anh, Hoang Si Hong. "PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems." doi: 10.21227/v02g-rr56