Iris Segmentation
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Benchmarks
Most implemented
Open Source Iris Recognition Hardware and Software with Presentation Attack Detection
Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT
Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation
Iris-SAM: Iris Segmentation Using a Foundation Model
Novel Deep Learning Framework For Bovine Iris Segmentation
Papers
Privacy-Preserving Iris Recognition: Performance Challenges and Outlook
Iris-based biometric identification is increasingly recognized for its significant accuracy and long-term stability compared to other biometric modalities such as fingerprints or facial features. However, all biometric m…
Iris SegmentationPost-Mortem Human Iris Segmentation Analysis with Deep Learning
Iris recognition is widely used in several fields such as mobile phones, financial transactions, identification cards, airport security, international border control, voter registration for living persons. However, the p…
Deep LearningImage SegmentationIris RecognitionIris Segmentation+2Normalized Validity Scores for DNNs in Regression based Eye Feature Extraction
We propose an improvement to the landmark validity loss. Landmark detection is widely used in head pose estimation, eyelid shape extraction, as well as pupil and iris segmentation. There are numerous additional applicati…
Head Pose EstimationIris SegmentationPose EstimationregressionIris-SAM: Iris Segmentation Using a Foundation Model
Iris segmentation is a critical component of an iris biometric system and it involves extracting the annular iris region from an ocular image. In this work, we develop a pixel-level iris segmentation model from a foundat…
Iris SegmentationmodelSegmentationArtificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation
Biometrics is the science of identifying an individual based on their intrinsic anatomical or behavioural characteristics, such as fingerprints, face, iris, gait, and voice. Iris recognition is one of the most successful…
Data AugmentationIris RecognitionIris SegmentationPupil Dilation+2Novel Deep Learning Framework For Bovine Iris Segmentation
Iris segmentation is the initial step to identify biometric of animals to establish a traceability system of livestock. In this study, we propose a novel deep learning framework for pixel-wise segmentation with minimum u…
DecoderDeep LearningIris SegmentationSegmentation