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Iris Segmentation

5 papers with code · Medical

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Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework

31 Jan 2019xiamenwcy/IrisParseNet

In this paper, we propose a deep multi-task learning framework, named as IrisParseNet, to exploit the inherent correlations between pupil, iris and sclera to boost up the performance of iris segmentation and localization in a unified model.

IRIS SEGMENTATION MULTI-TASK LEARNING

Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks

4 Jan 2019CVRL/iris-recognition-OTS-DNN

This paper offers three new, open-source, deep learning-based iris segmentation methods, and the methodology how to use irregular segmentation masks in a conventional Gabor-wavelet-based iris recognition.

IRIS RECOGNITION IRIS SEGMENTATION SEMANTIC SEGMENTATION

A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks

8 Sep 2019scale-lab/FCNiris

To attain accurate and efficient FCN models, we propose a three-step SW/HW co-design methodology consisting of FCN architectural exploration, precision quantization, and hardware acceleration.

IRIS RECOGNITION IRIS SEGMENTATION QUANTIZATION

Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples

6 Jan 2019jeffkinnison/florin-iris

Subject matching performance in iris biometrics is contingent upon fast, high-quality iris segmentation.

IRIS SEGMENTATION