2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)最新文献

Byzantine Fault Tolerance with Window Mechanism for Replicated Services 带有复制服务窗口机制的拜占庭容错

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.269

Liu Chen, W. Zhou

引用次数: 5

H-Stability of Dynamic Systems on Time Scales 时间尺度上动力系统的h -稳定性

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.165

Meng Wu, Liangliang Yin, Shengjun Zhang

引用次数: 1

The Exploration and Realization of Clothing Sizes Support System Based on Data Mining 基于数据挖掘的服装尺码支持系统的探索与实现

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.42

R. Rong

引用次数: 0

Teager Mel and PLP Fusion Feature Based Speech Emotion Recognition 基于Teager Mel和PLP融合特征的语音情感识别

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.239

Xiao Chen, Haifeng Li, Lin Ma, Xinlei Liu, Jing Chen

{"title":"Teager Mel and PLP Fusion Feature Based Speech Emotion Recognition","authors":"Xiao Chen, Haifeng Li, Lin Ma, Xinlei Liu, Jing Chen","doi":"10.1109/IMCCC.2015.239","DOIUrl":"https://doi.org/10.1109/IMCCC.2015.239","url":null,"abstract":"Although a number of features derived from linear speech production theory have been investigated as speech emotion indicators, the recognition accuracy still stays unsatisfactory for realistic applications. In this paper, Teager Mel, a novel speech emotion feature is proposed based on Teager Energy Operator (TEO) and the Mel perception characteristics. Due to such advantages as nonlinear and simple, TEO appears to be appropriate for speech emotion description. From the auditory psychophysical point of view, Perceptual Linear Predictive (PLP) features are also investigated as an extension to Teager Mel. A Support Vector Machine (SVM) classifier is then adopted to the fusion of Teager Mel and PLP features on a Chinese discrete emotional speech corpus (Dis-EC) that includes four emotions: happiness, anger, sorrow and surprise. Comparing with the previous studies based on prosodic features, the application of Teager Mel features can achieve a recognition accuracy improvement of 10.4%, and similarly 8.2% for PLP features. The recognition accuracy reaches79.7% while using the fusion features, which appears to be the most attractive in relative researches.","PeriodicalId":438549,"journal":{"name":"2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121246465","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

Convolutional Neural Networks in Automatic Recognition of Trans-differentiated Neural Progenitor Cells under Bright-Field Microscopy 卷积神经网络在明视野显微镜下自动识别跨分化神经祖细胞中的应用

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.33

Bo Jiang, Xinyuan Wang, Jianzhong Luo, Xiao Zhang, Yucui Xiong, Hongwen Pang

{"title":"Convolutional Neural Networks in Automatic Recognition of Trans-differentiated Neural Progenitor Cells under Bright-Field Microscopy","authors":"Bo Jiang, Xinyuan Wang, Jianzhong Luo, Xiao Zhang, Yucui Xiong, Hongwen Pang","doi":"10.1109/IMCCC.2015.33","DOIUrl":"https://doi.org/10.1109/IMCCC.2015.33","url":null,"abstract":"The study of cell morphology changes leads the investigation of the cell fate decision and its function. Bright-field imaging analysis allow us to use a labeling free and non-invasive approach to measure the morphological dynamics during cellular reprogramming, which includes induced pluripotent stem cells (iPSCs), and trans-differentiated neural progenitor cells (NPCs) from somatic cell source. However, the traditional method to study the NPC differentiation and its related function involves staining, and cell lysis, which can not materialized further for the clinical uses. In order to automatically, non-invasively, non-labelled analyze and cultivate cells, a system classifying NPCs under bright-field microscopic imaging is necessary. In this paper, we propose a novel recognition system based on convolutional neural networks, which could pre-process images and classify NPCs and non-NPCs. Experimental results prove that the proposed system provides a new tool for fundamental research in iPSCs and NPCs based generation medicine.","PeriodicalId":438549,"journal":{"name":"2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123516819","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: 13

Ground Penetrating Radar B-Scan Data Modeling and Clutter Suppression 探地雷达b扫描数据建模与杂波抑制

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.91

Zhiqiang Lin, Weidong Jiang

引用次数: 2

Designation of Automatic Pointer Meter Calibration System Based on Machine Vision 基于机器视觉的指针式仪表自动标定系统设计

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.281

Lu Guojun, Pei Liqiang, Huang Qingdan, Li Yongqiang, Chen Xinran, Song Xuwei, Zhao Yongping

引用次数: 3

Re-optimization Algorithm for Wrapper Scan Chains Balance Based on Twice-Assigned Method Using Dynamic Adjustment and Mean Value 基于动态调整和均值二次分配法的包装扫描链平衡再优化算法

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.134

Deng Li-bao, Bian Xiaolong, Jin Chengyu, Liu Yunchao

{"title":"Re-optimization Algorithm for Wrapper Scan Chains Balance Based on Twice-Assigned Method Using Dynamic Adjustment and Mean Value","authors":"Deng Li-bao, Bian Xiaolong, Jin Chengyu, Liu Yunchao","doi":"10.1109/IMCCC.2015.134","DOIUrl":"https://doi.org/10.1109/IMCCC.2015.134","url":null,"abstract":"Testing time of System on Chip (SoC) based on intellectual property (IP) has already become the bottleneck for the development of SoC. A new wrapper scan chain balance algorithm is proposed to minimize IP-core testing time. The balance algorithm is to find the standard-chain through the adjustment value and the mean-chain through the mean value. All the internal scan chains can be divided into two parts according to the length of standard-chain L: the scan chain set S≥ within the length no less than L and the remaining part S<;. Compute the difference D between S<; and the mean-chain. In the first assigned process, the scan chain set S≥ regarded as mean-chain are uniformly distributed. Sort the scan chain set S<; and the difference D in descending order. In the second assigned process, assign S<; and the positive D to the enable shortest wrapper scan chain and assign the negative D to the enable longest wrapper scan chain successively. Experimental results on ITC'02 test benchmarks illustrate that the balance algorithm proposed in this paper is more effective and can get more balanced results when compared to the existing methods.","PeriodicalId":438549,"journal":{"name":"2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115072547","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: 3

Profile Error Analysis of Following Ground Crankshaft Using Robust Gaussian Regression Filter 基于鲁棒高斯回归滤波的随动地面曲轴轮廓误差分析

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.398

Fang Xiaoyan, Shen Xiaowei, Sun Yize, Xu Yang

引用次数: 1

Asymmetric Quantum Codes of Large Z - Distance Constructed from a Class of Quaternary Imprimitive BCH Codes 由一类四元非基BCH码构造的大Z距离非对称量子码

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.121

Ruihu Li, Gen Xu, Qiang Fu, Fei Zuo

引用次数: 0