自动化学报Pub Date : 2014-04-17DOI: 10.3724/SP.J.1004.2013.00001
Jie Chen, Lan Cheng, Minggang Gan
{"title":"Extension of SGMF Using Gaussian Sum Approximation for Nonlinear/Non-Gaussian Model and Its Application in Multipath Estimation: Extension of SGMF Using Gaussian Sum Approximation for Nonlinear/Non-Gaussian Model and Its Application in Multipath Estimation","authors":"Jie Chen, Lan Cheng, Minggang Gan","doi":"10.3724/SP.J.1004.2013.00001","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.00001","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1-10"},"PeriodicalIF":0.0,"publicationDate":"2014-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70157655","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}
自动化学报Pub Date : 2014-04-01DOI: 10.1016/S1874-1029(14)60006-9
Cun-Zhao SHI , Chun-Heng WANG , Bai-Hua XIAO , Yang ZHANG , Song GAO
{"title":"Multi-scale Graph-matching Based Kernel for Character Recognition from Natural Scenes","authors":"Cun-Zhao SHI , Chun-Heng WANG , Bai-Hua XIAO , Yang ZHANG , Song GAO","doi":"10.1016/S1874-1029(14)60006-9","DOIUrl":"10.1016/S1874-1029(14)60006-9","url":null,"abstract":"<div><p>Recognizing characters extracted from natural scene images is quite challenging due to the high degree of intraclass variation. In this paper, we propose a multi-scale graph-matching based kernel for scene character recognition. In order to capture the inherently distinctive structures of characters, each image is represented by several graphs associated with multi-scale image grids. The similarity between two images is thus defined as the optimum energy by matching two graphs (images), which finds the best match for each node in the graph while also preserving the spatial consistency across adjacent nodes. The computed similarity is suitable to construct a kernel for support vector machine (SVM). Multiple kernels acquired by matching graphs with multi-scale grids are combined so that the final kernel is more robust. Experimental results on challenging Chars74k and ICDAR03-CH datasets show that the proposed method performs better than the state of the art methods.</p></div>","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"40 4","pages":"Pages 751-756"},"PeriodicalIF":0.0,"publicationDate":"2014-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/S1874-1029(14)60006-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"56927815","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}
自动化学报Pub Date : 2014-04-01DOI: 10.1016/S1874-1029(14)60008-2
Wen-Gang FENG
{"title":"Data Driven Hierarchical Serial Scene Classification Framework","authors":"Wen-Gang FENG","doi":"10.1016/S1874-1029(14)60008-2","DOIUrl":"10.1016/S1874-1029(14)60008-2","url":null,"abstract":"<div><p>Scene classification is a complicated task, because it includes much content and it is difficult to capture its distribution. A novel hierarchical serial scene classification framework is presented in this paper. At first, we use hierarchical feature to present both the global scene and local patches containing specific objects. Hierarchy is presented by space pyramid match, and our own codebook is built by two different types of words. Secondly, we train the visual words by generative and discriminative methods respectively based on space pyramid match, which could obtain the local patch labels efficiently. Then, we use a neural network to simulate the human decision process, which leads to the final scene category from local labels. Experiments show that the hierarchical serial scene image representation and classification model obtains superior results with respect to accuracy.</p></div>","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"40 4","pages":"Pages 763-770"},"PeriodicalIF":0.0,"publicationDate":"2014-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/S1874-1029(14)60008-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"56927834","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}
自动化学报Pub Date : 2014-04-01DOI: 10.1016/S1874-1029(14)60007-0
Chun-Man YAN , Bao-Long GUO , Meng YI
{"title":"Fast Algorithm for Nonsubsampled Contourlet Transform","authors":"Chun-Man YAN , Bao-Long GUO , Meng YI","doi":"10.1016/S1874-1029(14)60007-0","DOIUrl":"10.1016/S1874-1029(14)60007-0","url":null,"abstract":"<div><p>The multiscale geometric analysis (MGA) has been recognized as an effective strategy for image processing. As one of the discrete tools of MGA, the nonsubsampled contourlet transform (NSCT) has been widely used for image denoising, image fusion, image enhancement, feature extraction and so on. However, the processing performance is limited due to its high redundancy, and leading to an intensive computational efficiency. Therefore, its fast algorithm is desired in practice. In this paper, we adopt an optimized directional filter bank (DFB) and embed it into the NSCT to significantly accelerate the computational speed while keeping slight loss of the reconstructed performance. Experimental results show that the reconstructed image quality can satisfy the human visual system. Moreover, the improved NSCT has a speed about several times than that of the traditional one. Experimental results on image denoising also validate the feasibility and efficiency of the proposed method.</p></div>","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"40 4","pages":"Pages 757-762"},"PeriodicalIF":0.0,"publicationDate":"2014-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/S1874-1029(14)60007-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"56927827","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}
自动化学报Pub Date : 2014-03-28DOI: 10.3724/SP.J.1004.2013.01969
Pei-ju Wang, Jinxing Lv
{"title":"Control of Genetic Regulatory Networks: Opportunities and Challenges: Control of Genetic Regulatory Networks: Opportunities and Challenges","authors":"Pei-ju Wang, Jinxing Lv","doi":"10.3724/SP.J.1004.2013.01969","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01969","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1969-1979"},"PeriodicalIF":0.0,"publicationDate":"2014-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70161880","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}
自动化学报Pub Date : 2014-03-28DOI: 10.3724/SP.J.1004.2013.02071
Q. Xue, Chengyi Yang, Huaxiang Wang
{"title":"Alternating Direction Method for Salt-and-pepper Denoising: Alternating Direction Method for Salt-and-pepper Denoising","authors":"Q. Xue, Chengyi Yang, Huaxiang Wang","doi":"10.3724/SP.J.1004.2013.02071","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.02071","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"2071-2076"},"PeriodicalIF":0.0,"publicationDate":"2014-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70161924","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}
自动化学报Pub Date : 2014-03-28DOI: 10.3724/SP.J.1004.2013.02032
Wu Zheng-xing, Yu Junzhi, Min Tan
{"title":"Comparison of Two Methods to Implement Backward Swimming for a Carangiform Robotic Fish: Comparison of Two Methods to Implement Backward Swimming for a Carangiform Robotic Fish","authors":"Wu Zheng-xing, Yu Junzhi, Min Tan","doi":"10.3724/SP.J.1004.2013.02032","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.02032","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"2032-2042"},"PeriodicalIF":0.0,"publicationDate":"2014-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70161546","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}
自动化学报Pub Date : 2014-03-28DOI: 10.3724/SP.J.1004.2013.02100
Yan-Dong Guo, Wang Qing, Huang Min
{"title":"Rescheduling with Release Time to Minimize Sum of Waiting Time Considering Waiting Constraint of Original Loads","authors":"Yan-Dong Guo, Wang Qing, Huang Min","doi":"10.3724/SP.J.1004.2013.02100","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.02100","url":null,"abstract":"In this paper, we consider the rescheduling problem to minimize the sum of waiting times of rework jobs and the original loads with release time on a single machine, and the waiting time of each original load is constrained by a value. The problem of rescheduling for reworks on a single machine (RRSM) is formulated and proved to be NP-hard. A dynamic insert heuristic (DIH) algorithm of polynomial-time is designed and proved with three properties. With respect to two special cases of the identical processing time of rework jobs or the machine without idle times in the original schedule, the DIH algorithm can obtain an optimal solution. A discrimination condition is proved for the optimal solution and efiectiveness of the DIH algorithm is explained by cases with regard to general RRSM problems.","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2014-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70162138","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}
自动化学报Pub Date : 2014-03-28DOI: 10.3724/SP.J.1004.2013.02111
Juan Chen, Jun-an Lu, Jin Zhou
{"title":"On the Relationship between the Synchronous State and the Solution of an Isolated Node in a Complex Network: On the Relationship between the Synchronous State and the Solution of an Isolated Node in a Complex Network","authors":"Juan Chen, Jun-an Lu, Jin Zhou","doi":"10.3724/SP.J.1004.2013.02111","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.02111","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"2111-2120"},"PeriodicalIF":0.0,"publicationDate":"2014-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70162175","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}