Pub Date : 2024-02-13DOI: 10.1080/09540091.2024.2316022
Gang Liu, Xiaoxiao Xie, Qingchen Yu
Monocular 3D detection is to obtain the 3D information of the object from the image. The mainstream methods mainly use L1 loss or L1-like loss to control the instance depth prediction. However, the...
{"title":"Monocular 3D object detection with thermodynamic loss and decoupled instance depth","authors":"Gang Liu, Xiaoxiao Xie, Qingchen Yu","doi":"10.1080/09540091.2024.2316022","DOIUrl":"https://doi.org/10.1080/09540091.2024.2316022","url":null,"abstract":"Monocular 3D detection is to obtain the 3D information of the object from the image. The mainstream methods mainly use L1 loss or L1-like loss to control the instance depth prediction. However, the...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"18 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139751192","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}
Pub Date : 2024-02-09DOI: 10.1080/09540091.2023.2284090
Dehua Weng, Zhiliang Zhu, Zhengbing Yan, Moran Wu, Ziang Jiang, Nan Ye
Severe damage to insulators can hinder the daily operation of the power system. Current fault diagnosis methods heavily depend on manual visual inspection, leading to inefficiency and inaccuracies....
{"title":"Lightweight network for insulator fault detection based on improved YOLOv5","authors":"Dehua Weng, Zhiliang Zhu, Zhengbing Yan, Moran Wu, Ziang Jiang, Nan Ye","doi":"10.1080/09540091.2023.2284090","DOIUrl":"https://doi.org/10.1080/09540091.2023.2284090","url":null,"abstract":"Severe damage to insulators can hinder the daily operation of the power system. Current fault diagnosis methods heavily depend on manual visual inspection, leading to inefficiency and inaccuracies....","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"17 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139751287","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}
Pub Date : 2024-02-09DOI: 10.1080/09540091.2024.2313852
Arpad Gellert, Lorena-Maria Olaru, Adrian Florea, Ileana-Ioana Cofaru, Ugo Fiore, Francesco Palmieri
An effective energy management system relies on the accurate prediction of electricity consumption, facilitating energy suppliers to optimise energy distribution, reduce energy waste, and avoid ove...
{"title":"Estimating electricity consumption at city-level through advanced machine learning methods","authors":"Arpad Gellert, Lorena-Maria Olaru, Adrian Florea, Ileana-Ioana Cofaru, Ugo Fiore, Francesco Palmieri","doi":"10.1080/09540091.2024.2313852","DOIUrl":"https://doi.org/10.1080/09540091.2024.2313852","url":null,"abstract":"An effective energy management system relies on the accurate prediction of electricity consumption, facilitating energy suppliers to optimise energy distribution, reduce energy waste, and avoid ove...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139751281","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}
Pub Date : 2024-02-06DOI: 10.1080/09540091.2024.2306962
Tianyi Yang, Tianze Yang, Andrew Liu, Na An, Shaoshan Liu, Xue Liu
Under the Autonomous Mobile Clinics (AMCs) initiative, the AI Clinics on Mobile (AICOM) project is developing, open sourcing, and standardising health AI technologies on low-end mobile devices to e...
{"title":"AICOM-MP: an AI-based monkeypox detector for resource-constrained environments","authors":"Tianyi Yang, Tianze Yang, Andrew Liu, Na An, Shaoshan Liu, Xue Liu","doi":"10.1080/09540091.2024.2306962","DOIUrl":"https://doi.org/10.1080/09540091.2024.2306962","url":null,"abstract":"Under the Autonomous Mobile Clinics (AMCs) initiative, the AI Clinics on Mobile (AICOM) project is developing, open sourcing, and standardising health AI technologies on low-end mobile devices to e...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"9 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139751282","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}
Pub Date : 2024-02-03DOI: 10.1080/09540091.2024.2312108
Erdal Güvenoğlu
This study introduces a novel symmetric image encryption algorithm that employs a multi-layered architecture of chaotic maps, incorporating both confusion and diffusion components. The selected cha...
{"title":"An image encryption algorithm based on multi-layered chaotic maps and its security analysis","authors":"Erdal Güvenoğlu","doi":"10.1080/09540091.2024.2312108","DOIUrl":"https://doi.org/10.1080/09540091.2024.2312108","url":null,"abstract":"This study introduces a novel symmetric image encryption algorithm that employs a multi-layered architecture of chaotic maps, incorporating both confusion and diffusion components. The selected cha...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"194 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139679675","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}
Pub Date : 2024-02-03DOI: 10.1080/09540091.2023.2291991
Banoth Thulasya Naik, Mohammad Farukh Hashmi, Aditya Gupta
The surge in demand for advanced operations in sports video analysis has underscored the crucial role of multiple object tracking. This study addresses the escalating need for efficient and accurat...
{"title":"EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer","authors":"Banoth Thulasya Naik, Mohammad Farukh Hashmi, Aditya Gupta","doi":"10.1080/09540091.2023.2291991","DOIUrl":"https://doi.org/10.1080/09540091.2023.2291991","url":null,"abstract":"The surge in demand for advanced operations in sports video analysis has underscored the crucial role of multiple object tracking. This study addresses the escalating need for efficient and accurat...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"31 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139751107","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}
Pub Date : 2024-02-01DOI: 10.1080/09540091.2024.2312103
Huan Zhao, Nianxin Huang, Haijiao Chen
Speech emotion recognition (SER) has become an increasingly attractive machine learning task for domain applications. It aims to improve the discriminative capacity of speech emotion utilising a ce...
{"title":"Knowledge enhancement for speech emotion recognition via multi-level acoustic feature","authors":"Huan Zhao, Nianxin Huang, Haijiao Chen","doi":"10.1080/09540091.2024.2312103","DOIUrl":"https://doi.org/10.1080/09540091.2024.2312103","url":null,"abstract":"Speech emotion recognition (SER) has become an increasingly attractive machine learning task for domain applications. It aims to improve the discriminative capacity of speech emotion utilising a ce...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"85 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139668097","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}
Since the outbreak of the coronavirus 2019 (COVID-19) pandemic, telehealth services are regarded as a good approach to keep health workers and patients safe while simultaneously managing available ...
{"title":"How COVID-19 impacts telehealth: an empirical study of telehealth services, users and the use of metaverse","authors":"Lihong Tang, Tingmin Wu, Xiao Chen, Sheng Wen, Wei Zhou, Xiaogang Zhu, Yang Xiang","doi":"10.1080/09540091.2023.2282942","DOIUrl":"https://doi.org/10.1080/09540091.2023.2282942","url":null,"abstract":"Since the outbreak of the coronavirus 2019 (COVID-19) pandemic, telehealth services are regarded as a good approach to keep health workers and patients safe while simultaneously managing available ...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"15 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139668089","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}
Remote attestation (RA) is an essential feature in many security protocols to verify the memory integrity of remote embedded devices susceptible to malware infections. The attestation process needs...
{"title":"Bypassing software-based remote attestation using debug registers","authors":"Zheng Zhang, Jingfeng Xue, Tianshi Mu, Ting Yu, Kefan Qiu, Tian Chen, Yuanzhang Li","doi":"10.1080/09540091.2024.2306965","DOIUrl":"https://doi.org/10.1080/09540091.2024.2306965","url":null,"abstract":"Remote attestation (RA) is an essential feature in many security protocols to verify the memory integrity of remote embedded devices susceptible to malware infections. The attestation process needs...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"9 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139588775","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}
Pub Date : 2024-01-25DOI: 10.1080/09540091.2024.2306970
Yuanyuan Yi, Kai Cui, Minghua Xu, Lingzhi Yi, Kun Yi, Xinlei Zhou, Shenghao Liu, Gefei Zhou
The continuous combination of digital network technology and traditional financial services has given birth to digital financial networks, which explore massive economic data under the AI-driven mo...
数字网络技术与传统金融服务的不断结合，催生了数字金融网络。
{"title":"A long-short dual-mode knowledge distillation framework for empirical asset pricing models in digital financial networks","authors":"Yuanyuan Yi, Kai Cui, Minghua Xu, Lingzhi Yi, Kun Yi, Xinlei Zhou, Shenghao Liu, Gefei Zhou","doi":"10.1080/09540091.2024.2306970","DOIUrl":"https://doi.org/10.1080/09540091.2024.2306970","url":null,"abstract":"The continuous combination of digital network technology and traditional financial services has given birth to digital financial networks, which explore massive economic data under the AI-driven mo...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"152 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139588785","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}
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