6 papers
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…
An Efficient Framework for Automated Screening of Clinically Significant Macular Edema
Renoh Johnson Chalakkal, Faizal Hafiz, Waleed Abdulla +1
The present study proposes a new approach to automated screening of Clinically Significant Macular Edema (CSME) and addresses two major challenges associated with such screenings,…
Multi-objective Evolutionary Approach to Grey-Box Identification of Buck Converter
Faizal Hafiz, Akshya Swain, Eduardo M. A. M. Mendes +1
The present study proposes a simple grey-box identification approach to model a real DC-DC buck converter operating in continuous conduction mode. The problem associated with the i…
Multi-Objective Evolutionary Framework for Non-linear System Identification: A Comprehensive Investigation
Faizal Hafiz, Akshya Swain, Eduardo MAM Mendes
The present study proposes a multi-objective framework for structure selection of nonlinear systems which are represented by polynomial NARX models. This framework integrates the k…
Efficient Feature Selection of Power Quality Events using Two Dimensional (2D) Particle Swarms
Faizal Hafiz, Akshya Swain, Chirag Naik +1
A novel two-dimensional (2D) learning framework has been proposed to address the feature selection problem in Power Quality (PQ) events. Unlike the existing feature selection appro…
A Two-Dimensional (2-D) Learning Framework for Particle Swarm based Feature Selection
Faizal Hafiz, Akshya Swain, Nitish Patel +1
This paper proposes a new generalized two dimensional learning approach for particle swarm based feature selection. The core idea of the proposed approach is to include the informa…