2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)最新文献_第4页

A Method for Integrated Processing of Edge Enhancement and Contrast Enhancement 一种边缘增强和对比度增强的综合处理方法

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082831

A. Taguchi, Wataru Mizuno

引用次数: 0

Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing 基于神经网络的工业制造参数探索质量近似预测

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082830

Jisu Kwon, Moon Gi Seok, Dae-Geun Park

{"title":"Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing","authors":"Jisu Kwon, Moon Gi Seok, Dae-Geun Park","doi":"10.1109/ISPACS57703.2022.10082830","DOIUrl":"https://doi.org/10.1109/ISPACS57703.2022.10082830","url":null,"abstract":"Various control parameters are required for industrial plant operation and product manufacturing. However, the trial-and-error scheme of testing physical equipment for optimal parameter exploration is very costly and time consuming. Therefore, interest in an environment, that can predict quality output parameters in advance by modeling the target plant, has increased. Mathematical modeling is difficult due to the lack of interrelationships between the various parameters applied to the facility and the complex internal behavior. This paper proposes a technique to predict the quality output factor before manufacturing a product using a multilayer perceptron (MLP) neural network. Moreover, we handle the critical parameters of the produced product in duplicate at the input layer and enable the generation of product-dependent inference results. The experiments used input and output data sets from various products extracted from the wire manufacturing process. The proposed scheme generated a quality output of the product not included in the neural network training as average and distribution similar with label. The experimental results showed that the difference from the label average was reduced by up to 50.26%, similar to the label distribution in the various product cases used for training,","PeriodicalId":410603,"journal":{"name":"2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116447577","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

Color Refractive Error Exam for Speech Disorder 语言障碍的颜色屈光不正检查

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082789

Feng-Ming Yeh, Liang-Ying Huang, Chun-Yu Chiang, Rong-Seng Chang, C. Tien, Ya-Hui Hsieh, Der-Chin Chen

{"title":"Color Refractive Error Exam for Speech Disorder","authors":"Feng-Ming Yeh, Liang-Ying Huang, Chun-Yu Chiang, Rong-Seng Chang, C. Tien, Ya-Hui Hsieh, Der-Chin Chen","doi":"10.1109/ISPACS57703.2022.10082789","DOIUrl":"https://doi.org/10.1109/ISPACS57703.2022.10082789","url":null,"abstract":"In this study, a micro-led display, an eye chart player software, and image capture and processing module were used to construct a color refractive error exam for subject with speech disorder. This method can be used to test subjects with refractive errors, eye's color vision and other pathological problems. The micro-led display uses an eye chart player program to display the capital letters E and the other fonts, and the gaps of the E letters can be tumbled in any direction. When subjects with speech disorder were examined for vision, the E chart was displayed sequentially from big letters to small letters, and the image capture and processing module was synchronized with the eye chart player program. The subjects only need to point out the direction of the gap with gestures, and the image capture and processing module can simultaneously capture the gestures of the subjects to judge visual test status. In this study, twenty subjects were tested and all obtained the correct VA value and wore excellent eye glasses. The characteristic of this innovative method is that the subjects with a speech disorder can use simple hand gestures to complete the visual exam through the image capture and processing module during the inspection.","PeriodicalId":410603,"journal":{"name":"2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128678432","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

Liveness Detection for Images and Audio 活体检测的图像和音频

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082821

Wei Yuen Teh, Ian K. T. Tan, Heng Kiat Tan

引用次数: 0

A Proposal of Normalized Adaptive Direct Blind Equalization and its application 一种归一化自适应直接盲均衡方法及其应用

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082856

Minoru Komatsu, N. Tanabe

引用次数: 0

Location Sensing and Tracking of Mobile Robots in the Plant Pipes with Particle Filters 基于粒子滤波的植物管道移动机器人位置传感与跟踪

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082806

Miin-Jong Hao, W. Hsu, Stephen S. H. Chang

引用次数: 0

Musical Key Classification Using Convolutional Neural Network Based on Extended Constant-Q Chromagram 基于扩展常q色谱的卷积神经网络音乐键分类

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082833

S. Chivapreecha, Tantep Sinjanakhom, A. Trirat

{"title":"Musical Key Classification Using Convolutional Neural Network Based on Extended Constant-Q Chromagram","authors":"S. Chivapreecha, Tantep Sinjanakhom, A. Trirat","doi":"10.1109/ISPACS57703.2022.10082833","DOIUrl":"https://doi.org/10.1109/ISPACS57703.2022.10082833","url":null,"abstract":"In the field of music information retrieval, musical key classification is one of the challenges. This paper illustrates the advantages of the proposed system with relevant experimental results, starting with diverse audio datasets for feature extraction used for training and testing a classification model which is based on a convolutional neural network (CNN). The goal is to develop a feature that can improve the neural network's performance. To compare the effect of input features on efficiency, a basic CNN is trained from the ground up and utilized as an image classification tool. The Chromagram-24, an augmented version of the input chroma feature, is proposed to improve the accuracy of musical key detection. In terms of weighted score, the model using Chromagram-24 as an input feature outperforms the model trained using a conventional 12-dimensional chromagram by 12.77% and achieves the highest score of 85.63% when classifying full-length songs. Chromagrams are generated using audio excerpts ranging in length from 15 to 60 seconds for local key estimation, whereas, for global key estimation, a full-length audio set is used. The results indicate that, given the different lengths of training audio input, executing the model using a chromagram of a 60-second audio excerpt yields the best results.","PeriodicalId":410603,"journal":{"name":"2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","volume":"568 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116064500","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

Omnidirectional Image Quality Assessment With a Superpixel-Based Sparse Model 基于超像素稀疏模型的全向图像质量评估

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082801

Zhaolin Wan, Xiao Yan, Qiushuang Yang, Han Qin, Xiguang Hao, Zhiyang Li

引用次数: 0

A Temperature Data Denoising Method with Consideration of Noise Variance 考虑噪声方差的温度数据去噪方法

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082857

C. Tseng, Su-Ling Lee

引用次数: 0

Fractional-order Sinusoidal Oscillator with Arbitrary Phase Fining and Orthogonally CO and FO 具有任意相位细化和正交CO和FO的分数阶正弦振荡器

2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2022-11-22 DOI: 10.1109/ISPACS57703.2022.10082794

Peradol Pienpichayapong, Natapong Wongprommoon, P. Prommee

引用次数: 0