发布求助
文献互助 智能选刊 最新文献

2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)最新文献

筛选
英文 中文
A Depth-Assisted Deblurring Flow Using Dual Cameras with Different Exposure Times 使用不同曝光时间的双相机的深度辅助去模糊流
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8941598
Yang-Yao Lin, Yi-Hsien Lin, Mao-Jan Lin, Yang-Ming Yeh, Yi-Chang Lu
{"title":"A Depth-Assisted Deblurring Flow Using Dual Cameras with Different Exposure Times","authors":"Yang-Yao Lin, Yi-Hsien Lin, Mao-Jan Lin, Yang-Ming Yeh, Yi-Chang Lu","doi":"10.1109/icce-asia46551.2019.8941598","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8941598","url":null,"abstract":"Motion blur is often observed when taking pictures of moving objects under long exposure settings. To reduce motion blur, a well-known temporal-domain approach is to use dual cameras with different exposure times, and the deblurred image can be obtained by subtracting one view from another after image warping. In this paper, we propose to modify the abovementioned flow by including depth information, which can greatly improve the qualities of edges in the deblurred images. The proposed method is very effective, especially for scenes with multiple objects moving in different directions at different depths.","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121430041","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
Feature-based and Deep Learning-based Classification of Environmental Sound 基于特征和深度学习的环境声音分类
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8942209
Chinnavat Jatturas, Sornsawan Chokkoedsakul, Pisitpong Devahasting Na Avudhva, Sukit Pankaew, Cherdkul Sopavanit, W. Asdornwised
{"title":"Feature-based and Deep Learning-based Classification of Environmental Sound","authors":"Chinnavat Jatturas, Sornsawan Chokkoedsakul, Pisitpong Devahasting Na Avudhva, Sukit Pankaew, Cherdkul Sopavanit, W. Asdornwised","doi":"10.1109/icce-asia46551.2019.8942209","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8942209","url":null,"abstract":"In this paper, we perform comparison techniques for environmental sound classification with multilayer perceptron (MLP) and support vector machine (SVM), and deep learning using new machine learning platforms, i.e., Scikit-Iearn and Tensorflow, respectively. For feature-based classification, principal component analysis of short-time Fourier transform is used as our feature as the front end to MLP and SVM. For deep learning-based classification, convolution+pooling layers is acting as feature extractor from the input image, while fully connected layer will act as a classifier. Our experimental results show that our proposed deep neural network (DNN) models outperform the feature-based sound classification algorithms and the original deep learning work [1].","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133664117","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
Occluded Facial Recognition with 2DPCA based Convolutional Neural Network 基于2DPCA的卷积神经网络遮挡人脸识别
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8942204
Sittiphan Sarapakdi, Phaderm Nangsue, Charnchai Pluempitiwirivawej
{"title":"Occluded Facial Recognition with 2DPCA based Convolutional Neural Network","authors":"Sittiphan Sarapakdi, Phaderm Nangsue, Charnchai Pluempitiwirivawej","doi":"10.1109/icce-asia46551.2019.8942204","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8942204","url":null,"abstract":"Face occlusions with glasses or scarf are quite common in the real-world scenes, or more seriously, terrorists often cover their faces with sunglasses or a mask to hide themselves from the cameras. Occluded facial recognition is, therefore, an important problem in surveillance & defense department. A system that can recognize faces with occlusions may need to be trained by a huge set of facial databases. To reduce the complexity of an occluded facial recognition system, this paper investigates the effects of the two-dimensional principal component analysis (2DPCA) in the initialization phase on image classification by the convolutional neural network (CNN). Our experiments show that 2DPCA can reduce the image dimension for training while keeping the accuracy rate comparing to using the whole images. Our results, at 0.001 learning rate, showed 81.91% accuracy with 120 eigenvectors for the AR database, and 99.95 % accuracy rate with 190 eigenvectors for the GTAV database.","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"438 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115936714","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
Index 指数
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8941597
{"title":"Index","authors":"","doi":"10.1109/icce-asia46551.2019.8941597","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8941597","url":null,"abstract":"","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129995652","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
Relations between Femininity and the Movements in Japanese Traditional Dance 日本传统舞蹈中女性气质与动作的关系
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8942189
Nao Shikanai
{"title":"Relations between Femininity and the Movements in Japanese Traditional Dance","authors":"Nao Shikanai","doi":"10.1109/icce-asia46551.2019.8942189","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8942189","url":null,"abstract":"This study focused on Onna Odori, a Japanese traditional dance form performed by a female role, and captured the dance of a Japanese traditional dance master. Stick figures were created from the motion data, and 24 observers evaluated the movements of these figures. The results showed that the dance master's movements were evaluated as being feminine. The movements were further analyzed and compared with data from the motion data of beginners' movements. The results showed significant differences in shoulder inclinations, shoulder positions, waist positions, and the standard deviations of hip movements. Finally, this study clarified the relevance of impressions and movement characteristics to femininity by using covariance structure analysis. The results showed that the femininity of Japanese traditional dance was characterized by “softness,” “stable,” “inclinations of both shoulders,” and “slow.”","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133913226","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: 1
Hand Gesture Recognition for Deaf-Mute using Fuzzy-Neural Network 基于模糊神经网络的聋哑人手势识别
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8942220
Emilio Brando Villagomez, Roxanne Addiezza King, Mark Joshua Ordinario, Jose Lazaro, J. Villaverde
{"title":"Hand Gesture Recognition for Deaf-Mute using Fuzzy-Neural Network","authors":"Emilio Brando Villagomez, Roxanne Addiezza King, Mark Joshua Ordinario, Jose Lazaro, J. Villaverde","doi":"10.1109/icce-asia46551.2019.8942220","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8942220","url":null,"abstract":"Communication is important for every individual to convey whatever information they want to people and viceversa. Hand gesture is one of the important methods of nonverbal communication for human beings. There are plenty of methods that are used to recognize hand gestures with different accuracies and precision, some has advantages and disadvantages. The general objective of this paper is to develop a hand gesture translator gloves with the use of fuzzy-neural network to eliminate the barrier of communication for deaf-mute and non-deaf person. This paper studied the effectiveness of combining fuzzy logic and neural network for hand gesture recognition. The study is successful with the objective of combining Fuzzy Logic algorithm with Neural Networks algorithm to improve the hand gesture recognition rate compared to as an individual. With the earning capability of the Neural Network combined with the simple interpretation and implementation by means of Fuzzy Logic, it unite their advantages and exclude disadvantages like the ability of Fuzzy Logic to interpret input to output that Neural Network is unable to do. The total percent of recognition rate was met with an average of 92.58%.","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"319 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116231716","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: 6
Formalin Adulteration Detection in Food Using E-nose based on Nanocomposite Gas Sensors 基于纳米复合气体传感器的电子鼻检测食品中福尔马林掺假
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8941601
Yu Thazin, Tanthip Eamsa-ard, T. Pobkrut, T. Kerdcharoen
{"title":"Formalin Adulteration Detection in Food Using E-nose based on Nanocomposite Gas Sensors","authors":"Yu Thazin, Tanthip Eamsa-ard, T. Pobkrut, T. Kerdcharoen","doi":"10.1109/icce-asia46551.2019.8941601","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8941601","url":null,"abstract":"The aim of this work is to develop an electronic nose (e-nose) system for the detection of toxic formaldehyde as a response to illegal addition of formalin into foods in the markets and food processing industries. In this work, nanocomposites of 0-phenylenediamine (OPD) with different functionalized single-walled carbon nanotubes (f-SWCNTs) were used as gas sensing materials. The gas sensors have been tested to perceive the individual response to different volatile organic compounds (VOCs). Since they showed the highest response to formaldehyde which is the main component in formalin solution, the gas sensor array is appropriate for the detection of food contamination due to formalin. By setting up two conditions, namely non-treatment and formalin treatment to raw chicken, shrimp and tofu, as well as shrimps with different concentrations of formalin treatment, the odor associated with those conditions was investigated by e-nose. Discrimination and analysis of non-treatment (natural) and formalin contaminated samples were analyzed by the principal component analysis (PCA). Our findings support the integration of nanocomposite gas sensors into e-nose as an advantageous tool for food safety applications.","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123997378","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: 4
An Adaptive Parts Counting Method based on Orthogonal Intensity Distribution Analysis for Industrial Vision Systems 基于正交强度分布分析的工业视觉自适应零件计数方法
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8942225
Qiaochu Zhao, Ittetsu Taniguchi, Makoto Nakamura, T. Onoye
{"title":"An Adaptive Parts Counting Method based on Orthogonal Intensity Distribution Analysis for Industrial Vision Systems","authors":"Qiaochu Zhao, Ittetsu Taniguchi, Makoto Nakamura, T. Onoye","doi":"10.1109/icce-asia46551.2019.8942225","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8942225","url":null,"abstract":"In this paper, we proposed a refined counting method of vibratory parts feeders for industrial vision system. Frames of feeding parts are continuously monitored by industrial camera at high speed, therefore efficient and accurate counting method is critical to adopt. Previous research converted two dimensional spatial signal of parts into a time series of one dimensional signal thus achieved efficient counting. In this paper, we further suppressed the counting error in previous research by also taking the variance of feeding speed of each parts into consideration meanwhile conserve its efficiency.","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122737133","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
Automatic Beam Steering Calibration by Machine Learning Method for Phased Array Radar System 基于机器学习方法的相控阵雷达系统波束自动导向标定
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8941592
J. Rajruangrabin, T. Pongthavornkamol, Suradesh Chotchuang, P. Pongpaibool
{"title":"Automatic Beam Steering Calibration by Machine Learning Method for Phased Array Radar System","authors":"J. Rajruangrabin, T. Pongthavornkamol, Suradesh Chotchuang, P. Pongpaibool","doi":"10.1109/icce-asia46551.2019.8941592","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8941592","url":null,"abstract":"This paper presents new method of automatic beam steering calibration of phased array radar by using Reinforcement Learning method. The method of Q-Learning is used to find a standard of Digital Phase Shifters which is the main component of beam control. In complicated calibration process, the system measurement by expert user and time consumption are needed. The proposed method can reduce the resource usage.","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123629326","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: 1
A Perception-based Quality Metric for Omnidirectional Images 基于感知的全向图像质量度量
2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia) Pub Date : 2019-06-01 DOI: 10.1109/icce-asia46551.2019.8942224
Huyen T. T. Tran, Trang H. Hoang, Phu N. Minh, N. P. Ngoc, T. Thang
{"title":"A Perception-based Quality Metric for Omnidirectional Images","authors":"Huyen T. T. Tran, Trang H. Hoang, Phu N. Minh, N. P. Ngoc, T. Thang","doi":"10.1109/icce-asia46551.2019.8942224","DOIUrl":"https://doi.org/10.1109/icce-asia46551.2019.8942224","url":null,"abstract":"A key component in VR systems is omnidirectional content, which provides 360-degree views of scenes. At a given time, only a portion of a content, called viewport, is displayed using head-mounted displays. In this work, we develop an objective quality metric, called Weighted Viewport PSNR (W-VPSNR), for omnidirectional content of spatially-varying quality. Through experiment results, it is found that the W-VPSNR metric well correlates with the subjective quality scores.","PeriodicalId":117814,"journal":{"name":"2019 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115176738","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: 8
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信