Traitement Du Signal最新文献

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Comparisons of Machine Learning Versus Deep Learning Architectures for Plant Disease Classification 植物病害分类中机器学习与深度学习架构的比较
4区 计算机科学
Traitement Du Signal Pub Date : 2026-06-30 DOI: 10.18280/ts.430303
Erdem Uysal, Osman Doğuş Gülgün, Hamza Erol
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引用次数: 0
Intelligent Mobile Application for Autism Detection and Level Identification System Using Deep-Learning Model 基于深度学习模型的自闭症检测与水平识别系统的智能移动应用
4区 计算机科学
Traitement Du Signal Pub Date : 2024-10-31 DOI: 10.18280/ts.410527
Mazin R. Swadi, Muayad Sadik Croock
{"title":"Intelligent Mobile Application for Autism Detection and Level Identification System Using Deep-Learning Model","authors":"Mazin R. Swadi, Muayad Sadik Croock","doi":"10.18280/ts.410527","DOIUrl":"https://doi.org/10.18280/ts.410527","url":null,"abstract":"The early detection and level assignment are very important in autism spectrum disorder (ASD) cases.In this paper, we introduce an autism diagnosing and level identification mobile application based on a deep-learning model.The application is designed with two stages; the first stage classifies children as either ASD children or potentially normal, while the second stage identifies the ASD level.For feature extraction and image classification, a convolutional neural network (CNN) is proposed.The 2,122 photos that were removed from the 3000 original dataset because of poor quality and racial imbalances made up the dataset used to develop and evaluate this model.Results show that the accuracy is 97.3% and the area under the curve is 99.8%.The identification of ASD level is performed using two welldefined scales in the literature that are adopted in the traditional examinations.Depending on the child's ASD level, psychiatrists provide specific and standard learning support.The application provides caregivers with fast decisions (about 20 minutes) to get an idea of the learning strategy to be followed with their child.Early intervention is very beneficial for children diagnosed with ASD, and these applications assist children in underfunded nations or those without access to healthcare.","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":"41 5","pages":"2539-2548"},"PeriodicalIF":0.0,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://iieta.org/download/file/fid/149040","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147905433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Optimizing Acoustic Feature Selection for Estimating Speaker Traits: A Novel Threshold-Based Approach 优化声学特征选择以估计说话者特征:基于阈值的新方法
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400608
Umniah H. Jaid, Alia K. Abdulhassan
{"title":"Optimizing Acoustic Feature Selection for Estimating Speaker Traits: A Novel Threshold-Based Approach","authors":"Umniah H. Jaid, Alia K. Abdulhassan","doi":"10.18280/ts.400608","DOIUrl":"https://doi.org/10.18280/ts.400608","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 41","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139138318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Temporal Stability and Prognostic Power of Radiomic Features for Survival Analysis in Lung Adenocarcinoma 用于肺腺癌生存分析的放射学特征的时间稳定性和预后力
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400622
R. Adiraju, Susan Elias
{"title":"Temporal Stability and Prognostic Power of Radiomic Features for Survival Analysis in Lung Adenocarcinoma","authors":"R. Adiraju, Susan Elias","doi":"10.18280/ts.400622","DOIUrl":"https://doi.org/10.18280/ts.400622","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 4","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139138802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Cutting-Edge Feature Extraction Approach for Speaker Recognition Leveraging Optimized Variance Spectral Flux and Daubechies Wavelet 利用优化的方差频谱通量和多贝希斯小波进行说话人识别的前沿特征提取方法
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400645
Chander Prabha, Sukhvinder Kaur, Meena Malik, Mueen Uddin, Durgesh Nandan
{"title":"A Cutting-Edge Feature Extraction Approach for Speaker Recognition Leveraging Optimized Variance Spectral Flux and Daubechies Wavelet","authors":"Chander Prabha, Sukhvinder Kaur, Meena Malik, Mueen Uddin, Durgesh Nandan","doi":"10.18280/ts.400645","DOIUrl":"https://doi.org/10.18280/ts.400645","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 31","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139139369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Augmenting Face Detection in Extremely Low-Light CCTV Footage Using the EDCE Enhancement Model 利用 EDCE 增强模型增强极弱光 CCTV 镜头中的人脸检测功能
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400634
S. Sony Priya, R. I. Minu
{"title":"Augmenting Face Detection in Extremely Low-Light CCTV Footage Using the EDCE Enhancement Model","authors":"S. Sony Priya, R. I. Minu","doi":"10.18280/ts.400634","DOIUrl":"https://doi.org/10.18280/ts.400634","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 10","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139140812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving Segmentation of Pilocytic Astrocytoma in MRI Using Genomic Cluster-Shape Feature Analysis 利用基因组聚类-形状特征分析改进核磁共振成像中的嗜酸性星形细胞瘤分型
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400616
Jayanthi Vajiram, sivakumar shanmugasundaram
{"title":"Improving Segmentation of Pilocytic Astrocytoma in MRI Using Genomic Cluster-Shape Feature Analysis","authors":"Jayanthi Vajiram, sivakumar shanmugasundaram","doi":"10.18280/ts.400616","DOIUrl":"https://doi.org/10.18280/ts.400616","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 6","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139138676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Urban Traffic Management: Advanced Strategies in Image Recognition-Based Intelligent Traffic Monitoring 加强城市交通管理:基于图像识别的智能交通监控的先进策略
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400621
Jianli Pang
{"title":"Enhancing Urban Traffic Management: Advanced Strategies in Image Recognition-Based Intelligent Traffic Monitoring","authors":"Jianli Pang","doi":"10.18280/ts.400621","DOIUrl":"https://doi.org/10.18280/ts.400621","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 9","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139139248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automated Generation of Chinese Text-Image Summaries Using Deep Learning Techniques 利用深度学习技术自动生成中文文本-图片摘要
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400644
Meiling Xu, Hayati Abd Rahman, Feng Li
{"title":"Automated Generation of Chinese Text-Image Summaries Using Deep Learning Techniques","authors":"Meiling Xu, Hayati Abd Rahman, Feng Li","doi":"10.18280/ts.400644","DOIUrl":"https://doi.org/10.18280/ts.400644","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 5","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139140360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COPYNet: Unveiling Suspicious Behaviour in Face-to-Face Exams COPYNet:揭露面对面考试中的可疑行为
IF 1.9 4区 计算机科学
Traitement Du Signal Pub Date : 2023-12-30 DOI: 10.18280/ts.400629
Dogu Sirt, E. Saykol
{"title":"COPYNet: Unveiling Suspicious Behaviour in Face-to-Face Exams","authors":"Dogu Sirt, E. Saykol","doi":"10.18280/ts.400629","DOIUrl":"https://doi.org/10.18280/ts.400629","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 36","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139139187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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