Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder [0.03%]
Fitbeat：基于对比卷积自动编码器的手环心率COVID-19估算
Shuo Liu,Jing Han,Estela Laporta Puyal et al.
Shuo Liu et al.
This study proposes a contrastive convolutional auto-encoder (contrastive CAE), a combined architecture of an auto-encoder and contrastive loss, to identify individuals with suspected COVID-19 infection using heart-rate data from participan...
Real masks and spoof faces: On the masked face presentation attack detection [0.03%]
真实的面具和伪造的脸：关于戴面具人脸的呈现攻击检测
Meiling Fang,Naser Damer,Florian Kirchbuchner et al.
Meiling Fang et al.
Face masks have become one of the main methods for reducing the transmission of COVID-19. This makes face recognition (FR) a challenging task because masks hide several discriminative features of faces. Moreover, face presentation attack de...
Lerina Aversano,Mario Luca Bernardi,Marta Cimitile et al.
Lerina Aversano et al.
Research on Coronavirus Disease 2019 (COVID-19) detection methods has increased in the last months as more accurate automated toolkits are required. Recent studies show that CT scan images contain useful information to detect the COVID-19 d...
Face mask recognition from audio: The MASC database and an overview on the mask challenge [0.03%]
戴口罩识别人脸：MASC数据库和口罩挑战概述
Mostafa M Mohamed,Mina A Nessiem,Anton Batliner et al.
Mostafa M Mohamed et al.
The sudden outbreak of COVID-19 has resulted in tough challenges for the field of biometrics due to its spread via physical contact, and the regulations of wearing face masks. Given these constraints, voice biometrics can offer a suitable c...
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images [0.03%]
基于CT图像草图注释的COVID19弱监督分割研究
Xiaoming Liu,Quan Yuan,Yaozong Gao et al.
Xiaoming Liu et al.
Segmentation of infections from CT scans is important for accurate diagnosis and follow-up in tackling the COVID-19. Although the convolutional neural network has great potential to automate the segmentation task, most existing deep learnin...
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object Detection [0.03%]
基于边缘保留连接的显著目标检测方法
Ziyun Yang,Somayyeh Soltanian-Zadeh,Sina Farsiu
Ziyun Yang
Salient object detection (SOD) is viewed as a pixel-wise saliency modeling task by traditional deep learning-based methods. A limitation of current SOD models is insufficient utilization of inter-pixel information, which usually results in ...
AI-Based human audio processing for COVID-19: A comprehensive overview [0.03%]
基于人工智能的新冠肺炎人体音频处理技术综述
Gauri Deshpande,Anton Batliner,Björn W Schuller
Gauri Deshpande
The Coronavirus (COVID-19) pandemic impelled several research efforts, from collecting COVID-19 patients' data to screening them for virus detection. Some COVID-19 symptoms are related to the functioning of the respiratory system that influ...
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays [0.03%]
基于深度图扩散伪标签的可解释性方法在胸部X光片上识别新冠肺炎
Angelica I Aviles-Rivero,Philip Sellars,Carola-Bibiane Schönlieb et al.
Angelica I Aviles-Rivero et al.
Can one learn to diagnose COVID-19 under extreme minimal supervision? Since the outbreak of the novel COVID-19 there has been a rush for developing automatic techniques for expert-level disease identification on Chest X-ray data. In particu...
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network [0.03%]
结合图卷积网络和卷积神经网络的胸部X光冠状病毒病检测方法SARS-net
Aayush Kumar,Ayush R Tripathi,Suresh Chandra Satapathy et al.
Aayush Kumar et al.
COVID-19 has emerged as one of the deadliest pandemics that has ever crept on humanity. Screening tests are currently the most reliable and accurate steps in detecting severe acute respiratory syndrome coronavirus in a patient, and the most...
Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images [0.03%]
基于胸部X光图像的多任务驱动COVID-19可解释诊断方法
Aakarsh Malhotra,Surbhi Mittal,Puspita Majumdar et al.
Aakarsh Malhotra et al.
With increasing number of COVID-19 cases globally, all the countries are ramping up the testing numbers. While the RT-PCR kits are available in sufficient quantity in several countries, others are facing challenges with limited availability...