Can I read Deep Learning for Palmprint Recognition on EtoBox?
Deep Learning for Palmprint Recognition by Sai Hemanth Gantasala is a document available to read on EtoBox.
What is Deep Learning for Palmprint Recognition about?
The document discusses the use of deep learning and scattering networks for palmprint recognition, highlighting the uniqueness of palm patterns and their potential in biometric systems. It details the methods, including the use of a public dataset and various models like CNN, ScatClassifier, and FusionNet, with FusionNet achieving the highest accuracy of 99.38%. Future improvements include testing on other datasets, adding attention mechanisms, and optimizing the model for real-world applications.
- Author
- Sai Hemanth Gantasala
- Language
- EN