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09/04/2023
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation
This contribution presents a deep learning method for the segmentation o...
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08/09/2023
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores
This study focuses on comparing deep learning methods for the segmentati...
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04/10/2023
Isolated Sign Language Recognition based on Tree Structure Skeleton Images
Sign Language Recognition (SLR) systems aim to be embedded in video stre...
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04/08/2023
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations
Identifying the type of kidney stones can allow urologists to determine ...
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11/05/2022
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies
This contribution presents a deep learning method for the extraction and...
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07/19/2022
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures
Prostate cancer is the second-most frequently diagnosed cancer and the s...
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06/05/2022
Computer Vision-based Characterization of Large-scale Jet Flames using a Synthetic Infrared Image Generation Approach
Among the different kinds of fire accidents that can occur during indust...
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06/01/2022
Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation
The retinal vessel network studied through fundus images contributes to ...
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01/21/2022
On the in vivo recognition of kidney stones using machine learning
Determining the type of kidney stones allows urologists to prescribe a t...
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01/20/2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods
Jet fires are relatively small and have the least severe effects among t...
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11/17/2021
TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in Video
Timely handgun detection is a crucial problem to improve public safety; ...
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07/07/2021
Comparing ML based Segmentation Models on Jet Fire Radiation Zone
Risk assessment is relevant in any workplace, however there is a degree ...
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04/11/2021