2022 6th International Conference on Universal Village (UV)最新文献_第5页

Deep Learning Based Algae Detection Method 基于深度学习的藻类检测方法

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185530

Ziye Fang, Shu Jiang, Xiaoyu Du, Zechao Li

引用次数: 0

Carpet Defect Detection by Transfer Learning Combing Classification and Semantic Segmentation 结合分类和语义分割的迁移学习地毯缺陷检测

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185478

Tianqing Ren, Longfei Zhou, Ke Xu, Yifan Wang, Siyu Wu, Yuliang Gai, Jiazheng Chen, Zhichao Gou

{"title":"Carpet Defect Detection by Transfer Learning Combing Classification and Semantic Segmentation","authors":"Tianqing Ren, Longfei Zhou, Ke Xu, Yifan Wang, Siyu Wu, Yuliang Gai, Jiazheng Chen, Zhichao Gou","doi":"10.1109/UV56588.2022.10185478","DOIUrl":"https://doi.org/10.1109/UV56588.2022.10185478","url":null,"abstract":"Nowadays, with the development of industrial production technology, defect detection has become an indispensable part of industrial production. However, due to various types of products and defects, it can be extremely difficult to identify and locate those defects precisely and accurately. The current major trend in defect detection is using convolutional neural networks and semantic segmentation techniques to better minimize the error rate of human eye recognition and highly improve efficiency. Our work is based on semantic segmentation method and combines it with transfer learning technique enabling our model to train on a relatively small dataset without compromising the performance, and use CNN to firstly classify input images in order to further reduce the number of images to improve computational efficiency and accuracy. Then through incorporating state-of-the-art semantic segmentation model U-Net++, our model achieves the best performance compared to UNet under transfer learning scenario. We compare our model with the state-of-the-art U-Net. Then we use mIOU and pixel accuracy to measure the models’ performance under two scenarios. Results illustrated that through transfer learning scenario, our model achieves the highest scores over other methods.","PeriodicalId":211011,"journal":{"name":"2022 6th International Conference on Universal Village (UV)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123498369","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

Primary Hyperhidrosis: A Systematic Review of Current Status and Potential Interventions 原发性多汗症:现状和潜在干预措施的系统回顾

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185484

Wenjie Lin, Yajun Fang

引用次数: 0

Intersection Evaluation Using Turning Movement Count Data and SUMO 基于转向运动计数数据和相扑的交叉口评价

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185495

Mohammad Shokrolah Shirazi, Hung-Fu Chang, Shiqi Zhang

引用次数: 0

Improved Handwritten Numeral Recognition on MNIST Dataset with YOLO and LSTM 基于YOLO和LSTM的MNIST数据集手写数字识别改进

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185476

Yalin Wen, Wei Ke, Hao Sheng

引用次数: 0

MSDT: Masked Language Model Scoring Defense in Text Domain 文本域掩码语言模型评分防御

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185524

Jaechul Roh, Minhao Cheng, Yajun Fang

引用次数: 1

Vaccine Prediction and Distribution Model under the New Situation in China Based on Informer 基于Informer的中国新形势下疫苗预测与分布模型

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185527

Yupeng Niu, Jiaqi Xu, Jingxuan Tan

引用次数: 0

Towards Effective Microalgae Object Detection Solutions to IEEE UV 2022 “Vision Meets Alage” Object Detection Challenge 面向IEEE UV 2022“视觉与藻类相遇”目标检测挑战的有效微藻目标检测解决方案

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185487

Yunchen Zhang, Wei Zeng, Fan Yang

引用次数: 0

A Novel Adaptive Signal Timing Control Approach for Signalized Intersections 一种新的信号交叉口自适应信号配时控制方法

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185472

Fan He, Longfei Zhou, Siyu Wu, Haoliang Liu, Zehang Li, Ke Xu, Yuliang Gai, Fei Teng, Pengfei Liu

{"title":"A Novel Adaptive Signal Timing Control Approach for Signalized Intersections","authors":"Fan He, Longfei Zhou, Siyu Wu, Haoliang Liu, Zehang Li, Ke Xu, Yuliang Gai, Fei Teng, Pengfei Liu","doi":"10.1109/UV56588.2022.10185472","DOIUrl":"https://doi.org/10.1109/UV56588.2022.10185472","url":null,"abstract":"Vehicular traffic congestion is a severe global problem, leading to a range of issues such as increased travel times, increased fuel consumption, and increased pollutant emissions. The signal timing of traffic lights is one of the major factors that we can change to reduce traffic congestion at signalized intersections. Most traffic lights used in real life are hard-coded which means the fixed timing is applied for traffic control. In these hard-coded signalized intersection models, we do not have much to do to deal with real-time congestion, especially for large traffic volumes. In this study, we propose an adaptive signal timing control approach to reduce traffic congestion according to real-time traffic flow situations. In this novel approach, the signal timing can be changed over time based on real-time information about traffic flows. The Eclipse SUMO is used to simulate traffic conditions at real-world intersections to optimize road traffic light control and reduce real-time traffic delays for signalized intersections. Simulation results show that the proposed method obtains better performance than typical traffic light timing control strategies.","PeriodicalId":211011,"journal":{"name":"2022 6th International Conference on Universal Village (UV)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128831401","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

Research and Development of Intelligent Tests and a Process Design System for Complex and Precision Parts of Electronic Products 电子产品复杂精密零件智能测试与工艺设计系统的研究与开发

2022 6th International Conference on Universal Village (UV) Pub Date : 2022-10-22 DOI: 10.1109/UV56588.2022.10185477

Ling Chen, Yaman Wang, Yuchen Long, Zengfeng Duan, Yanyan Li

{"title":"Research and Development of Intelligent Tests and a Process Design System for Complex and Precision Parts of Electronic Products","authors":"Ling Chen, Yaman Wang, Yuchen Long, Zengfeng Duan, Yanyan Li","doi":"10.1109/UV56588.2022.10185477","DOIUrl":"https://doi.org/10.1109/UV56588.2022.10185477","url":null,"abstract":"Complex precision parts of electronic products are essential to defense information technology equipment and the manufacturing industry. The workshop testing process for electronic products is crucial to ensuring their quality is qualified. Due to its multi-breed, multi-batch, and complex structure, its experimental process design is challenged by more and more indicators and complex processes. Currently, the process of detecting complex electronic products still adopts manual process document design, which is inefficient and inconsistent, and it is difficult to guarantee accuracy by manual experience. Therefore, a new intelligent test process method is designed to complete the process design. The method first automatically extracts test indicators and related parameters from the imported unstructured technical files or sop files, then automatically matches the test indicators with the test table, then automatically fills the test parameters under each index, then clusters and outputs XML test procedures for each indicator. Moreover, the key technology of each process is studied, the intelligent test process system for complex electronic products is developed, and the application of one model of microwave component products in a military industry enterprise is used as an example. The test program generated by the system can be directly used for subsequent workshop machine execution.","PeriodicalId":211011,"journal":{"name":"2022 6th International Conference on Universal Village (UV)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131303271","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