Terminated
CLOUD-S-POLIS
The work carried out in this WP aims at the development of autonomous UAVs to perform visual surveillance in urban environments, based on soft biometric information. The idea is that – upon a security incident – to receive one query composed of a set of soft biometric traits (e.g., “a blonde girl with 4 years, wearing a red shirt and a blue skirt”), and to scan exhaustively one predefined area, to find targets potentially matching the query.
Team & Collaborators
- Hugo Proença | WP leader
- Aruna Kumar | PostDoc, C4-UBI (06/2019-06/2020)
- Ehsan Yaghoubi | Research fellow, C4-UBI (09/2020-08/2021)
Publications
Journal articles
- Yaghoubi E., Borza D., Degardin B., Proença H.. (2021). You look so different! Haven’t I seen you a long time ago?. Image and Vision Computing, 115, 104288.
- Degardin B., Proença H.. (2021). Iterative Weak/Self-Supervised Classification Framework for Abnormal Events Detection. Pattern Recognition Letters, 145, 50.
- Yaghoubi E., Borza D., Kumar S., Proença H.. (2021). Person Re-identification: Implicitly Defining the Receptive Fields of Deep Learning Classification Frameworks. Pattern Recognition Letters, 145,23.
- Yaghoubi E., Kumar S., Proença H.. (2021). SSS-PR: A short survey of surveys in person re-identification. Pattern Recognition Letters, 143, 50.
- Yaghoubi E., Kumar S., Das A., Harish B., Proença H.. (2021). The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, and Short/Long-Term Re-Identification From Aerial Devices. IEEE Transactions on Information Forensics and Security, 16, 1696. (***)
(***) Article published in a top 10% most cited journal of the respective field.
Related activities
- International competition on detection and identification of human beings in aerial pictures.
- SCIMAGO special issue is being planned for selected contributions involved in the above competition.