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09/10/2023
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel Segmentation
Blinding eye diseases are often correlated with altered retinal morpholo...
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09/07/2023
Feature Enhancer Segmentation Network (FES-Net) for Vessel Segmentation
Diseases such as diabetic retinopathy and age-related macular degenerati...
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06/11/2023
Progressive Class-Wise Attention (PCA) Approach for Diagnosing Skin Lesions
Skin cancer holds the highest incidence rate among all cancers globally....
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06/09/2023
LDMRes-Net: Enabling Real-Time Disease Monitoring through Efficient Image Segmentation
Retinal eye diseases can lead to irreversible vision loss in both eyes i...
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04/25/2023
Retinal Vessel Segmentation via a Multi-resolution Contextual Network and Adversarial Learning
Timely and affordable computer-aided diagnosis of retinal diseases is pi...
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10/15/2022
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation
Image segmentation is an important task in medical imaging. It constitut...
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10/14/2022
Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction
Compression of convolutional neural network models has recently been dom...
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01/17/2022
A fast and accurate iris segmentation method using an LoG filter and its zero-crossings
This paper presents a hybrid approach to achieve iris localization based...
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01/16/2022
Hardware Implementation of Multimodal Biometric using Fingerprint and Iris
In this paper, a hardware architecture of a multimodal biometric system ...
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01/16/2022
A Residual Encoder-Decoder Network for Segmentation of Retinal Image-Based Exudates in Diabetic Retinopathy Screening
Diabetic retinopathy refers to the pathology of the retina induced by di...
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12/21/2021
RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation
Over recent years, increasingly complex approaches based on sophisticate...
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12/21/2021
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation
Recent progress in encoder-decoder neural network architecture design ha...
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09/23/2020