Iris and Periocular Recognition using Deep Learning
Autor Ajay Kumaren Limba Engleză Paperback – 19 iun 2024
- Provides insightful algorithmic details into highly efficient and precise iris recognition using deep neural networks
- Unveils a collection of previously unpublished results and in-depth explanations of advanced ocular recognition algorithms
- Presents iris recognition algorithms specifically designed to bolster metaverse security, featuring specialized techniques for iris detection, segmentation, and matching
- Offers illustrative examples and comparative analysis, establishing reliability and confidence in deep learning-based methods over widely used conventional methods
- Provides access to the original codes and databases
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Specificații
ISBN-13: 9780443273186
ISBN-10: 0443273189
Pagini: 308
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443273189
Pagini: 308
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Cuprins
1. Advances in Iris and Ocular Recognition: An Insight into Trends 2. Unlocking the Full Potential of Iris Recognition with Deep Learning 3. Real-Time Online Framework for Accurate Detection, Segmentation, and Recognition of Irises 4. Enhancing Iris Recognition Accuracy through Dilated Residual Features 5. Iris Recognition with Deep Learning Across Spectrums 6. Semantics-Assisted Convolutional Neural Network for Accurate Periocular Recognition 7. Deep Neural Network with Focused Attention on Critical Periocular Regions 8. Dynamic Iris Recognition through Multi-Feature Collaboration 9. Position-Specific Convolutional Neural Network to Accurately Match Iris and Periocular Images 10. Securing the Metaverse with Egocentric Iris Recognition via AR/VR/MR Devices 11. Inference and Future Pathways: Reflections and Exploration of New Horizons