Bag of soft biometrics for person identification: New trends and challenges

A Dantcheva, C Velardo, A D'angelo… - Multimedia Tools and …, 2011 - Springer
In this work we seek to provide insight on the general topic of soft biometrics. We firstly
present a new refined definition of soft biometrics, emphasizing on the aspect of human …

Soft biometrics for surveillance: an overview

DA Reid, S Samangooei, C Chen, MS Nixon… - Handbook of statistics, 2013 - Elsevier
Biometrics is the science of automatically recognizing people based on physical or
behavioral characteristics such as face, fingerprint, iris, hand, voice, gait, and signature …

Heterogeneous face attribute estimation: A deep multi-task learning approach

H Han, AK Jain, F Wang, S Shan… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Face attribute estimation has many potential applications in video surveillance, face
retrieval, and social media. While a number of methods have been proposed for face …

What else does your biometric data reveal? A survey on soft biometrics

A Dantcheva, P Elia, A Ross - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Recent research has explored the possibility of extracting ancillary information from primary
biometric traits viz., face, fingerprints, hand geometry, and iris. This ancillary information …

Soft biometrics and their application in person recognition at a distance

P Tome, J Fierrez, R Vera-Rodriguez… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Soft biometric information extracted from a human body (eg, height, gender, skin color, hair
color, and so on) is ancillary information easily distinguished at a distance but it is not fully …

On soft biometrics

MS Nixon, PL Correia, K Nasrollahi… - Pattern Recognition …, 2015 - Elsevier
Innovation has formed much of the rich history in biometrics. The field of soft biometrics was
originally aimed to augment the recognition process by fusion of metrics that were sufficient …

Weight estimation from visual body appearance

C Velardo, JL Dugelay - 2010 Fourth IEEE International …, 2010 - ieeexplore.ieee.org
Weight is a biometric trait which has been already studied in both the forensic and medical
domains. In many practical situations, such as videosurveillance, weight can provide useful …

Real-Time pedestrian detection using YOLO

S Mishra, S Jabin - … Recent Advances in Electrical, Electronics & …, 2023 - ieeexplore.ieee.org
Detecting pedestrians in a crowded scene in real time is a challenging task in monitoring
and managing crowd. Many researchers around the world have addressed this task and …

Facial soft-biometrics obfuscation through adversarial attacks

V Carletti, P Foggia, A Greco, A Saggese… - ACM Transactions on …, 2024 - dl.acm.org
Sharing facial pictures through online services, especially on social networks, has become a
common habit for thousands of users. This practice hides a possible threat to privacy: the …

Super-fine attributes with crowd prototy**

D Martinho-Corbishley, MS Nixon… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Recognising human attributes from surveillance footage is widely studied for attribute-based
re-identification. However, most works assume coarse, expertly-defined categories …