2015 IEEE International Conference on Information and Automation最新文献_第5页

3D reconstruction based on light field information 基于光场信息的三维重建

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279428

Yan Zhou, Huiwen Guo, Ruiqing Fu, Guoyuan Liang, Can Wang, Xinyu Wu

{"title":"3D reconstruction based on light field information","authors":"Yan Zhou, Huiwen Guo, Ruiqing Fu, Guoyuan Liang, Can Wang, Xinyu Wu","doi":"10.1109/ICINFA.2015.7279428","DOIUrl":"https://doi.org/10.1109/ICINFA.2015.7279428","url":null,"abstract":"As an important branch of computational photography, light field photography combines the hardware design of optical system with key algorithm of signal processing quite well. Unlike traditional photography which can only record light ray's two-dimensional position, light field photography system can record four-dimensional position and direction. Therefore, much more image information can be obtained from light field photography. With the development of 3D display technology, light field based autofocus and 3D display technology is becoming more and more popular. In this paper, a light field based new 3D reconstruction algorithm for buildings and office environment is proposed by applying Wavelet Transform and SVM (Support Vector Machine) model to obtain the image focusing quality assessment, along with the Mean Shift Algorithm and Random Field Model to get the depth map of the scene. Firstly, light field image is captured by using a light field camera. Secondly, we use frequency domain digital refocus algorithm to manipulate light field image and obtain several serialized refocused images with different focus. Thirdly, wavelet features are extracted from each refocused image, and then an image focusing quality assessment is conducted by using RBF (Radial Basis Function) kernel based SVM model. Finally, we use Mean Shift algorithm to realize color clustering of the original light field image, and then build MRF (Markov Random Field) Model with color nodes. By iterating the likelihood depth result obtained from real scenario depth calibrations according to image focusing quality assessment, finally the depth map of the scene is reconstructed. Experiments are conducted to prove the feasibility of the proposed 3D reconstructed algorithm based on light field. And the experimental results on real datasets demonstrate good performance of this algorithm.","PeriodicalId":186975,"journal":{"name":"2015 IEEE International Conference on Information and Automation","volume":"172 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117338033","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

High speed sliding of rotating band engraving process 高速滑动旋转带雕刻工艺

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279617

Miao Li, L. Qian, Longmiao Chen

引用次数: 1

Stability conditions for asymmetric dual-user shared control method with uncertain time delay 不确定时滞非对称双用户共享控制方法的稳定性条件

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279616

Zhenyu Lu, Panfeng Huang, Zhengxiong Liu, Zhongjie Meng

引用次数: 5

Root system growth for global optimization 根系生长实现全局优化

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279634

Hanning Chen, Xiaodan Liang, Weitao Yuan, Liling Sun, Maowei He, Nuo Ji

引用次数: 0

Robust H∞ congestion control for dynamic TCP/AQM networks with random delays 随机时延动态TCP/AQM网络的鲁棒H∞拥塞控制

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279418

Cunwu Han, Zhonghua Pang, Lei Liu, S. Bi, Dehui Sun

引用次数: 3

A Computed Aided Diagnosis tool for Alzheimer's disease based on 11C-PiB PET imaging technique 基于11C-PiB PET成像技术的阿尔茨海默病计算机辅助诊断工具

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279610

Jiehui Jiang, X. Shu, Xin Liu, Zhemin Huang

引用次数: 9

Research of brake sound acoustic features extraction based on frequency-domain blind deconvolution 基于频域盲反卷积的制动声特征提取研究

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279781

Nan Pan, Zeguang Yi

{"title":"Research of brake sound acoustic features extraction based on frequency-domain blind deconvolution","authors":"Nan Pan, Zeguang Yi","doi":"10.1109/ICINFA.2015.7279781","DOIUrl":"https://doi.org/10.1109/ICINFA.2015.7279781","url":null,"abstract":"Vehicle brake will produce several noise during braking process, it will influence the life of automotive components. Meanwhile, the sharp brake noise (screaming) will seriously interfere with people's normal life. Thus, the work of brake noise abnormal sound governance is very important. In this paper, the generation mechanism, features and influencing factors of brake are summarized. The theory and research progress on brake noise suppression and prevention are review and analyzed. For the outstanding problems of vehicle brake abnormal sound detection caused by lacking of detection and analysis methods, inconvenience of data processing and poor flexibility, a brake abnormal sound localization method based on frequency-domain blind signal processing was proposed. Its key technologies such as using unit fixed-point algorithms based on kurtosis maximization to separate and extraction complex components and solving permutation indeterminacy based on improved KL-distance were all introduced in detail. Finally, an actual brake failure acoustic signal extraction shows the effectiveness and reliability of this method.","PeriodicalId":186975,"journal":{"name":"2015 IEEE International Conference on Information and Automation","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130136984","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

Paced flow line control system based on fuzzy algorithm 基于模糊算法的步进流控制系统

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279457

Long Xu, Jinjin Guo, Zhenzhong Liu, Nian Tang

引用次数: 0

Experimental research on factors of flexible electrode resistance characteristics for electroactive polymer 电活性聚合物柔性电极电阻特性影响因素的实验研究

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279573

E. Shiju, Lili Jin, Jianbo Cao, Caijun Ge, Aifei Liu, X. Jiang

{"title":"Experimental research on factors of flexible electrode resistance characteristics for electroactive polymer","authors":"E. Shiju, Lili Jin, Jianbo Cao, Caijun Ge, Aifei Liu, X. Jiang","doi":"10.1109/ICINFA.2015.7279573","DOIUrl":"https://doi.org/10.1109/ICINFA.2015.7279573","url":null,"abstract":"To analysis the features of the flexible electrode resistance of electroactive polymer, this article adopted flexible electrode preparation experiments to discover the impact factors of internal resistance. Different flexible electrode was made through changing the ratio between the different materials. Then internal resistance measurement experiment was adopted to discover the impact factors and the relationship between impact factors. From experiments we concluded that internal resistance of flexible electrodes was influenced by matching relationship, carbon powder mesh, storage time and any other influence factors. So that a series of flexible electrodes with different resistance value were manufactured. The experiment showed that same carbon powder under different mesh had different resistance value, and resistance value changed without regularity; resistance value changed irregularly with the increasing carbon powder mesh; with the increasing quantity of carbon powder, resistance value presented a tendency of decreasing, until the mixture was too dry to lose function; flexible electrode resistance value increased over time, because of the volatilization of electrode materials.","PeriodicalId":186975,"journal":{"name":"2015 IEEE International Conference on Information and Automation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130791173","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

Super-resolution image reconstruction via patch haar wavelet feature extraction combined with sparse coding 基于patch haar小波特征提取和稀疏编码的超分辨率图像重建

2015 IEEE International Conference on Information and Automation Pub Date : 2015-10-01 DOI: 10.1109/ICINFA.2015.7279388

Xuan Zhu, Benyuan Li, Jiyao Tao, Bo Jiang

引用次数: 5