EAI-NET: Effective and Accurate Iris Segmentation Network

• Published in: Pattern Recognition and Machine Intelligence pp. 442 - 451
• Main Authors: Rajpal, Sanyam, Sadhya, Debanjan, De, Kanjar, Roy, Partha Pratim, Raman, Balasubramanian
• Format: Book Chapter
• Language: English
• Published: Cham Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: Iris; Segmentation; U-Net

In iris-based biometric models, segmentation of the iris region from the rest of the eye is a crucial step. The quality of the segmented region directly affects the extracted iris features, which subsequently determines the overall recognition accuracy of the model. In this work, we propose EAI-Net,...