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International Journal of Intelligent Systems Technologies and Applications最新文献

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Patch-local self-similar network for ground terrain recognition 地面地形识别的补丁局部自相似网络
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijista.2023.133696
Xiao Zhu, Ming Li, Jianding Zhao, Liang Zhou
{"title":"Patch-local self-similar network for ground terrain recognition","authors":"Xiao Zhu, Ming Li, Jianding Zhao, Liang Zhou","doi":"10.1504/ijista.2023.133696","DOIUrl":"https://doi.org/10.1504/ijista.2023.133696","url":null,"abstract":"We proposed a patch-local self-similar network (PLoSNet) to exploit the inherent correlations between the patch-level features and the local features among the ground terrain texture for ground terrain recognition. Firstly, the early features extracted from the shallow layer of the backbone network were enhanced by using a texture statistical information enhancement module (TSIEM). Then we adopted the patch extraction method to generate patch-level features on the enhanced features. Next, the patch-level features and the local feature extracted from the last layer of the backbone network were fused by patch-level and local feature fusion module (PLFFM). Finally, the two modules served as a feature encoding layer could be easily integrated into the convolutional neural networks to achieve end-to-end training. In this paper, ResNet-18 was used as the backbone network, and the results showed the proposed PLoSNet has a superior performance over existing approaches on three challenging ground terrain/material recognition datasets.","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135844960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patch-Local Self-Similar Network for Ground Terrain Recognition 地面地形识别的补丁局部自相似网络
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijista.2023.10057115
JianDing Zhao, Ming Li, Xiao-hong Zhu, Liang Zhou
{"title":"Patch-Local Self-Similar Network for Ground Terrain Recognition","authors":"JianDing Zhao, Ming Li, Xiao-hong Zhu, Liang Zhou","doi":"10.1504/ijista.2023.10057115","DOIUrl":"https://doi.org/10.1504/ijista.2023.10057115","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"1 1","pages":"262-279"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67209420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Classification of Cervical-Cancer from Pap Smear Images: A Convolutional Neural Network Approach 子宫颈癌子宫颈抹片图像的分类:卷积神经网络方法
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijista.2023.10058071
Zainal Hisham C.H.E. Soh, I. Isa, Muhammad Khusaifi Osman, Ajmal Hadi Ahmad Hishamuddin, S. N. Sulaiman
{"title":"Classification of Cervical-Cancer from Pap Smear Images: A Convolutional Neural Network Approach","authors":"Zainal Hisham C.H.E. Soh, I. Isa, Muhammad Khusaifi Osman, Ajmal Hadi Ahmad Hishamuddin, S. N. Sulaiman","doi":"10.1504/ijista.2023.10058071","DOIUrl":"https://doi.org/10.1504/ijista.2023.10058071","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67209442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Survey of road anomalies detection methods 道路异常检测方法综述
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijista.2023.133700
Rasha Saffarini, Faisal Khamayseh, Yousef Awwad Daraghmi, Derar Elyan, Muath Sabha
{"title":"Survey of road anomalies detection methods","authors":"Rasha Saffarini, Faisal Khamayseh, Yousef Awwad Daraghmi, Derar Elyan, Muath Sabha","doi":"10.1504/ijista.2023.133700","DOIUrl":"https://doi.org/10.1504/ijista.2023.133700","url":null,"abstract":"Automatic road anomaly detection and recognition systems are essential due to their effect on the comfort and safety of drivers and passengers. Drivers should be aware of bad road conditions and the existence of anomalies in routes to avoid accidents, reduce the possibility of car malfunction, and take the most appropriate route to their destinations. This led to increased research interest in automatically detecting and recognising road anomalies. The related studies can be categorised into accelerometer-based techniques and vision-based techniques. In both techniques, deep learning and mathematical methods have been utilised. This paper reviews the latest research in the anomaly detection and classification field. Several types of road anomalies are discussed, such as potholes, cracks, and speed bumps. Additionally, road damage detection techniques are used for different types of road anomalies, challenges, and limitations of current research.","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135844989","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Optimised GWOAN algorithm for scheduling task and power consumption in MEC Network MEC网络中任务和功耗调度的一种新的优化GWOAN算法
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijista.2023.10059502
Nagendra Prabhu S, Somasundaram S. K, Murali Murugan, Sivakumar P
{"title":"A Novel Optimised GWOAN algorithm for scheduling task and power consumption in MEC Network","authors":"Nagendra Prabhu S, Somasundaram S. K, Murali Murugan, Sivakumar P","doi":"10.1504/ijista.2023.10059502","DOIUrl":"https://doi.org/10.1504/ijista.2023.10059502","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135845019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers 智能技术与应用:第四届国际会议，INTAP 2021，挪威Grimstad, 2021年10月11-13日，修订论文选集
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-10525-8
{"title":"Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers","authors":"","doi":"10.1007/978-3-031-10525-8","DOIUrl":"https://doi.org/10.1007/978-3-031-10525-8","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77591488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Border Management Systems: How Can They Help Against Pandemics 边境管理系统:如何帮助对抗流行病
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2021-02-17 DOI: 10.1007/978-3-030-71711-7_27
G. Stavropoulos, Dimitra Triantafyllou, Elpiniki Makri, Zoltán Székely, D. Tzovaras
{"title":"Border Management Systems: How Can They Help Against Pandemics","authors":"G. Stavropoulos, Dimitra Triantafyllou, Elpiniki Makri, Zoltán Székely, D. Tzovaras","doi":"10.1007/978-3-030-71711-7_27","DOIUrl":"https://doi.org/10.1007/978-3-030-71711-7_27","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"55 1","pages":"325 - 334"},"PeriodicalIF":0.0,"publicationDate":"2021-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74320993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE 边境管制中生物识别数据处理的隐私和数据保护最佳实践:SMILE的经验教训
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2021-02-17 DOI: 10.1007/978-3-030-71711-7_29
Mohamed Abomhara, Sule YAYILGAN YILDIRIM
{"title":"An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE","authors":"Mohamed Abomhara, Sule YAYILGAN YILDIRIM","doi":"10.1007/978-3-030-71711-7_29","DOIUrl":"https://doi.org/10.1007/978-3-030-71711-7_29","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"65 1","pages":"344 - 358"},"PeriodicalIF":0.0,"publicationDate":"2021-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76885082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An ant colony optimisation-based framework for the detection of suspicious content and profile from text corpus 基于蚁群优化的文本语料库可疑内容和特征检测框架
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2021-01-01 DOI: 10.1504/IJISTA.2021.10037184
N. A. Balkishan, Asha Kumari
{"title":"An ant colony optimisation-based framework for the detection of suspicious content and profile from text corpus","authors":"N. A. Balkishan, Asha Kumari","doi":"10.1504/IJISTA.2021.10037184","DOIUrl":"https://doi.org/10.1504/IJISTA.2021.10037184","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67208967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trajectory based Fast Ball Detection and tracking for an Autonmous Industrial Robot System 基于轨迹的自主工业机器人快速球检测与跟踪
International Journal of Intelligent Systems Technologies and Applications Pub Date : 2021-01-01 DOI: 10.1504/IJISTA.2021.10038044
S. Maged, H. A. E. Munim, Youssef M. AbdElKhalek, M. Awad
{"title":"Trajectory based Fast Ball Detection and tracking for an Autonmous Industrial Robot System","authors":"S. Maged, H. A. E. Munim, Youssef M. AbdElKhalek, M. Awad","doi":"10.1504/IJISTA.2021.10038044","DOIUrl":"https://doi.org/10.1504/IJISTA.2021.10038044","url":null,"abstract":"","PeriodicalId":38712,"journal":{"name":"International Journal of Intelligent Systems Technologies and Applications","volume":"20 1","pages":"1"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67209634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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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