4 papers
Topology-Aware Global-Local Mamba Networks for Palm Vein Biometrics
Zhengxi Wu, Felix Marattukalam, Waleed H. Abdulla
Palm-vein recognition is a fine-grained biometric task in which both local vascular texture and the global layout of the vessel tree carry discriminative information, while public…
Reshaping the Forward-Forward Algorithm with a Similarity-Based Objective
James Gong, Raymond Luo, Emma Wang +4
Backpropagation is the pivotal algorithm underpinning the success of artificial neural networks, yet it has critical limitations such as biologically implausible backward locking a…
Visualising Model Training via Vowel Space for Text-To-Speech Systems
Binu Abeysinghe, Jesin James, Catherine I. Watson +1
With the recent developments in speech synthesis via machine learning, this study explores incorporating linguistics knowledge to visualise and evaluate synthetic speech model trai…
N-shot Palm Vein Verification Using Siamese Networks
Felix Marattukalam, Waleed H. Abdulla, Akshya Swain
The use of deep learning methods to extract vascular biometric patterns from the palm surface has been of interest among researchers in recent years. In many biometric recognition…