11K Hands: Gender recognition and biometric identification using a large dataset of hand images

M Afifi - Multimedia Tools and Applications, 2019 - Springer
Human hand not only possesses distinctive feature for gender information, it is also
considered one of the primary biometric traits used to identify a person. Unlike face images …

[HTML][HTML] Patient and Sample Identification. out of the Maze?

G Lippi, L Chiozza, C Mattiuzzi… - Journal of medical …, 2017 - ncbi.nlm.nih.gov
Patient and sample misidentification may cause significant harm or discomfort to the
patients, especially when incorrect data is used for performing specific healthcare activities …

Pitfalls in machine learning research: Reexamining the development cycle

S Biderman, WJ Scheirer - 2020 - proceedings.mlr.press
Applied machine learning research has the potential to fuel further advances in data
science, but it is greatly hindered by an ad hoc design process, poor data hygiene, and a …

Skin microstructure segmentation and aging classification using CNN-based models

CI Moon, O Lee - IEEE Access, 2021 - ieeexplore.ieee.org
The skin surface is composed of a network-like microstructure comprising wrinkles.
Observing and analyzing the microstructure of the skin that changes with the skin condition …

Skin aging estimation scheme based on lifestyle and dermoscopy image analysis

J Rew, YH Choi, H Kim, E Hwang - Applied Sciences, 2019 - mdpi.com
Besides genetic characteristics, people also undergo a process of skin aging under the
influence of diverse factors such as sun exposure, food intake, sleeping patterns, and …

Gender and ethnicity classification based on palmprint and palmar hand images from uncontrolled environment

WM Matkowski, AWK Kong - 2020 IEEE International Joint …, 2020 - ieeexplore.ieee.org
Soft biometric attributes such as gender, ethnicity or age may provide useful information for
biometrics and forensics applications. Researchers used, eg, face, gait, iris, and hand, etc. to …

A study of distinctiveness of skin texture for forensic applications through comparison with blood vessels

FKS Chan, X Li, AWK Kong - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
Skin texture without obvious features is different from other hard biometrics on the skin, such
as fingerprints and palmprints. Skin texture gives an impression that it is not distinctive like …

On the use of skin texture features for gender recognition: an experimental evaluation

F Bianconi, F Smeraldi… - … Conference on Image …, 2016 - ieeexplore.ieee.org
Skin appearance is almost universally the object of gender-related expectations and
stereotypes. This not with standing, remarkably little work has been done on establishing …

Gender Recognition Based on Hand Images Employing Local and Global Shape Information

K Jamshidi, R Toosi, MA Akhaee - Computer, 2024 - ieeexplore.ieee.org
Here, we propose a three-stream structure for hand gender recognition. The proposed
method employs convolutional neural networks for feature extraction and classification parts …

Door knob hand recognition system

X Qu, D Zhang, G Lu, Z Guo - IEEE Transactions on Systems …, 2016 - ieeexplore.ieee.org
Biometric applications have been used globally in everyday life. However, conventional
biometrics is created and optimized for high-security scenarios. Being used in daily life by …