2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP)最新文献_第9页

Research on Rapid extraction of Android Backup Data based on UI-Automator 基于UI-Automator的Android备份数据快速提取研究

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232080

Shang Liu, Song yang Wu, Ying Zhang, Qian Luo

引用次数: 0

Construction of word level Tibetan Lip Reading Dataset 词级藏文唇读数据集的构建

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9231973

Zhenye Gan, Hao Zeng, Hongwu Yang, Shihua Zhou

{"title":"Construction of word level Tibetan Lip Reading Dataset","authors":"Zhenye Gan, Hao Zeng, Hongwu Yang, Shihua Zhou","doi":"10.1109/ICICSP50920.2020.9231973","DOIUrl":"https://doi.org/10.1109/ICICSP50920.2020.9231973","url":null,"abstract":"With the development of deep learning technology, dataset always play an important role in different research fields. Lip reading, which involves image processing and natural language processing, has become one of the most challenging research topics in the field of deep learning. However, the diversity of lip changes and the richness of language itself greatly improve the difficulty of lip reading, which leads to the slow progress of lip reading research. In order to provide a good basis for future Tibetan lip reading, this paper constructs the first Tibetan lip reading dataset, named TLRW-50, which is saved as a series of lip-shaped image sequences after data preprocessing. The complete process and algorithm details of the Tibetan lip reading dataset are proposed and the quality of the lip reading video is evaluated. Six methods of image data expansion are used to expand the lip image frame sequence: color enhancement, Gaussian noise, horizontal image, amplification, rotation and clipping. Ten Tibetan speakers were selected to evaluate the quality of the cut lip reading video before the expansion of the lip image sequence. The MOS score was 3.8.","PeriodicalId":117760,"journal":{"name":"2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130003244","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: 2

Reduce sEMG channels for Hand Gesture Recognition 减少表面肌电信号通道的手势识别

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232078

Yali Qu, Haoyan Shang, Shenghua Teng

{"title":"Reduce sEMG channels for Hand Gesture Recognition","authors":"Yali Qu, Haoyan Shang, Shenghua Teng","doi":"10.1109/ICICSP50920.2020.9232078","DOIUrl":"https://doi.org/10.1109/ICICSP50920.2020.9232078","url":null,"abstract":"Multi-channel surface electromyography (sEMG) acquisition devices are generally used for hand gesture recognition in the area of human-computer interaction, rehabilitation training, and artificial prosthesis. Multi-channel sEMG can capture abundant information related to muscle motion but at the cost of increased complexity and signal crosstalk. In this work, we aim to use sEMG of fewer channels to realize recognition accuracy comparable to that with more channels. Specifically, time-domain features extracted from sEMG of multiple channels are first evaluated by Sequential Forward Feature Selection method based on Mutual Information (SFFSMI), where we can achieve gesture recognition rate of 99.64%. We then apply a channel selection method by combining Relief-F algorithm with support vector machine classifier (SVM-MRCS for short) and get fewer channels. In order to maintain recognition performance comparable to that with more channels, the wavelet and wavelet packet are further used to extract features fed to a SVM classifier. Experimental results show that we can use only four out of eight channels to obtain gesture recognition accuracy of 99.53%, which well balances the recognition performance and sEMG device complexity.","PeriodicalId":117760,"journal":{"name":"2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130741536","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: 2

Anti Spatial Aliasing HOA Encoding Method based on Aliasing Projection Matrix 基于混叠投影矩阵的抗空间混叠HOA编码方法

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232079

Jing Lin, Xihong Wu, T. Qu

引用次数: 3

A method of Missile-borne Forward-looking Compound Angle Measurement 弹载前视复合角度测量方法

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232122

Honghua Chi, Xingzhao Liu, Yesheng Gao

引用次数: 0

Development of Laravel Digital Platform Based on MVC Design Pattern for Compii cated Data Structure-Take the Bible for Example 基于MVC复杂数据结构设计模式的Laravel数字平台开发——以《圣经》为例

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232045

Chao-Hsien Hsieh, Changfeng Li, Ziyi Wang, Chih-Horng Ke

{"title":"Development of Laravel Digital Platform Based on MVC Design Pattern for Compii cated Data Structure-Take the Bible for Example","authors":"Chao-Hsien Hsieh, Changfeng Li, Ziyi Wang, Chih-Horng Ke","doi":"10.1109/ICICSP50920.2020.9232045","DOIUrl":"https://doi.org/10.1109/ICICSP50920.2020.9232045","url":null,"abstract":"The digital platform can manage the documents effectively, because it can help us to organize, query, and update the documents. Also, we can query the documents on different mobile terminal devices with the help of the network. However, some documents have complex data structure, such as the Bible. In the Bible, each chapter has its own characteristic. The topic of each chapter in the Bible is introduced in its first sentence or its first paragraph. Therefore, it is necessary to use modern digital platform to organize complex data structure in the Bible. Then, this paper designs and develops a new system. This system is based on the Laravel framework with MVC design pattern. The data components of this system are divided into three parts: Model Layer, View Layer, and Controller Layer. The feature includes the architecture of interactive software system and the technology of Laravel routing engine. The result of experiment shows that the system has an excellent processing ability of complex data structure. By using the Laravel framework, both the time of development and flow of design can be reduced efficiently.","PeriodicalId":117760,"journal":{"name":"2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114727696","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: 2

Real-time Signal Acquisition Algorithm and Optimization for DSSS Broadband Underwater Acoustic Positioning DSSS宽带水声定位实时信号采集算法及优化

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232109

F. Shang, Wen Zhang, Xiangguo Chen, Yu Zhang

{"title":"Real-time Signal Acquisition Algorithm and Optimization for DSSS Broadband Underwater Acoustic Positioning","authors":"F. Shang, Wen Zhang, Xiangguo Chen, Yu Zhang","doi":"10.1109/ICICSP50920.2020.9232109","DOIUrl":"https://doi.org/10.1109/ICICSP50920.2020.9232109","url":null,"abstract":"Traditional underwater acoustic positioning signals are difficult to achieve both high accuracy and long effective measurement distance. Therefore, a wideband underwater positioning software receiver based on Direct Sequence Spread Spectrum (DSSS) technique was designed in this paper. However, the DSSS signal has the disadvantages of requiring transmission periodic extension and Doppler sensitivity for real-time acquisition. Thus, the overlap-save cyclic correlation method was adopted in order to avoid DSSS signal transmitting periodic extension and minimize the signal width. Meanwhile, a sample frequency-shift Doppler search method was proposed to reduce the acquisition algorithm complexity caused by the Doppler sensitivity of DSSS signal. Using the two optimized methods above, the designed software receiver could be applied to various low-power processors within an acceptable processing gain loss for real-time DSSS signal acquisition. The sea experiment was conducted using the optimized software receiver, which verified the effectiveness of the optimized real-time acquisition algorithm.","PeriodicalId":117760,"journal":{"name":"2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115851070","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 Low-complexity Steered Minimum Variance Beamforming Algorithm and Its Application on Weak-target Detection 一种低复杂度制导最小方差波束形成算法及其在弱目标检测中的应用

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232126

Zhu Daizhu, Guo Haoquan

引用次数: 0

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/icicsp50920.2020.9232106

引用次数: 0

Underwater Target Detection Based on Machine Learning 基于机器学习的水下目标检测

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) Pub Date : 2020-09-01 DOI: 10.1109/ICICSP50920.2020.9232081

Wen Zhang, Yanqun Wu, Yonggang Lin, Lina Ma, Kaifeng Han, Yu Chen, Chen Liu

引用次数: 5