2 publications

• Published Subscription Review Article 9 Jan 2025

  Face And Spoofing Detection Via Genetic Algorithm-Based Feature Selection with MTCNN

  By Karan R Talwalkar, Kshitj Navale, Aditya Ashok

  Abstract: Face detection and liveness detection in various environments such as different lighting effects, occlusion, complex backgrounds, and different poses and angles play an important role in facial recognition or detection purposes. In this research paper, propose an improved algorithm for face detection and liveness, spoofing detection via genetic algorithm for feature selection, and mtcc detecting the edge of the facial image by Canny filter and spotting the face from the …

  Published in Journal of Control & Instrumentation · Vol. 16, Issue 1, 2025 · pp. 17–26 Read article →

• Published Subscription Review Article 8 Sep 2024

  Comparative Study of Facial Spoofing Detection using CNN Architecture

  By Karan Talwalkar, Aditya Ashok, Kshitij Navale, Aditya Kasar

  Abstract: Facial recognition systems face a high risk of security breach due to various facial spoofing attacks. This challenge was addressed by the study of several deep learning models. This study proposes an idea to detect facial spoofing using deep learning architecture to differentiate live faces form various types of spoofed images/videos using different CNN models. In addition, the study seeks to strengthen security measured in facial recognition system demonstrating that …

  Published in Recent Trends in Electronics Communication Systems · Vol. 11, Issue 3, 2024 · pp. 9–17 Read article →