Conference Publication Details
Mandatory Fields
Ungureanu, AS;Bazrafkan, S;Corcoran, P
2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE)
Deep Learning for hand segmen tation in complex backgrounds
2018
January
Published
1
()
Optional Fields
BIOMETRICS PALMPRINT
This paper presents a Deep Learning segmentation approach for hand segmentation in gray level images with cluttered backgrounds where standard techniques cannot be used. Two networks were trained with a database of hand images derived from widely used palmprint image databases, Hong Kong Polytechnic University (HKPU) and Chinese Academy of Science (CASIA). The image dataset is augmented with complex patterns and used to train and test the Neural Networks, providing promising results.
Grant Details
Publication Themes