Sclera-TransFuse: Fusing Swin Transformer and CNN for Accurate Sclera Segmentation
Sclera segmentation is a crucial step in sclera recognition, which has been greatly
advanced by Convolutional Neural Networks (CNNs). However, when dealing with non …
advanced by Convolutional Neural Networks (CNNs). However, when dealing with non …
Sclera-net: Accurate sclera segmentation in various sensor images based on residual encoder and decoder network
RA Naqvi, WK Loh - IEEE Access, 2019 - ieeexplore.ieee.org
Sclera segmentation is revealed to be of noteworthy importance for ocular biometrics. The
paramount step for biometric recognition methods is the segmentation of the area of interest …
paramount step for biometric recognition methods is the segmentation of the area of interest …
ScleraSegNet: An attention assisted U-Net model for accurate sclera segmentation
This paper proposes a novel sclera segmentation approach based on an attention assisted
U-Net model, named ScleraSegNet. Several off-the-shelf or improved attention modules are …
U-Net model, named ScleraSegNet. Several off-the-shelf or improved attention modules are …
Evaluation of deep approaches to sclera segmentation
Sclera segmentation is an important processing step in a biometric system based on this
modality. We propose adaptations of five deep neural network architectures: SegNet …
modality. We propose adaptations of five deep neural network architectures: SegNet …
MetaScleraSeg: an effective meta-learning framework for generalized sclera segmentation
Sclera segmentation is a key component of sclera recognition, which decides the region-of-
interest (ROI) for recognition and has a considerable impact on the overall performance. In …
interest (ROI) for recognition and has a considerable impact on the overall performance. In …
Ensemble convolutional neural networks and transformer-based segmentation methods for achieving accurate sclera segmentation in eye images
A Al-Zebari - Signal, Image and Video Processing, 2024 - Springer
In the realms of biometrics and computer vision, the sclera assumes a pivotal role in
individual identification. Serving as the eye's outer layer, it offers a distinct and reliable …
individual identification. Serving as the eye's outer layer, it offers a distinct and reliable …
Sclerasegnet: an improved u-net model with attention for accurate sclera segmentation
Accurate sclera segmentation is critical for successful sclera recognition. However, studies
on sclera segmentation algorithms are still limited in the literature. In this paper, we propose …
on sclera segmentation algorithms are still limited in the literature. In this paper, we propose …
[HTML][HTML] IPAD: Iterative pruning with activation deviation for sclera biometrics
The sclera has recently been gaining attention as a biometric modality due to its various
desirable characteristics. A key step in any type of ocular biometric recognition, including …
desirable characteristics. A key step in any type of ocular biometric recognition, including …
[PDF][PDF] Computer and Information Sciences
abstract The sclera has recently been gaining attention as a biometric modality due to its
various desirable characteristics. A key step in any type of ocular biometric recognition …
various desirable characteristics. A key step in any type of ocular biometric recognition …
Eye-mms: Miniature multi-scale segmentation network of key eye-regions in embedded applications
Segmentation of the iris or sclera is an essential processing block in ocular biometric
systems. However, human-computer interaction, as in VR/AR applications, requires multiple …
systems. However, human-computer interaction, as in VR/AR applications, requires multiple …