ISSN 0254-4156 CN 11-2109/TP   　·About Journal 　·Editorial Board 　·News Center 　　Conference 　　R&D Reports 　　Other News 　　Related Journals 　·Journal 　　Current Issue 　　Archive 　　Forthcoming Articles 　　Advanced Search 　　Browse by 　·Editorial Office 　　About us 　　Editing Work 　　Provide Information 　　Bug Report 　·Editorial Notice · Call for papers: Sep...(2008-10-30)(New) 　　　　　　　　More...   Total visitors:   Now online: Current Issue sunglasses     Latest issue  2012  Vol.38 (Number 5)  May 20, 2012   综述   Papers and Reports   Brief Papers         综述     673 XU Xin, SHEN Dong, , GAO Yan-Qing, , WANG Kai and   Learning Control of Dynamical Systems Based on Markov Decision Processes: Research Frontiers and Outlooks     Learning control of dynamical systems based on Markov decision processes (MDPs) is an interdisciplinary research area of machine learning, control theory, and operations research. The main objective in this research area is to realize data-driven multi-st...     2012 Vol. 38 (5): 673-687 [Abstract ] ( 76 ) [HTML 0KB] [PDF 767KB ]( 89 ) 688 ZHANG Su-Lan, , GUO Ping, ZHANG Ji-Fu and HU Li-Hua   Automatic Semantic Image Annotation with Granular Analysis Method     To bridge the semantic gap between low-level visual feature and high-level semantic concepts has been the subject of intensive investigation for years in order to improve the accuracy of automatic image annotation and satisfy the users' needs of quick ima...     2012 Vol. 38 (5): 688-697 [Abstract ] ( 42 ) [HTML 0KB] [PDF 584KB ]( 57 ) Papers and Reports     698 SUN Ming-Xuan and BI Hong-Bo   Learning Identification: Least Squares Algorithms and Their Repetitive Consistency     This paper presents a learning identification method for stochastic systems with time-varying parametric uncertainties. The systems undertaken perform tasks repetitively over a pre-specified finite-time interval, and a least squares learning algorithm is ...     2012 Vol. 38 (5): 698-706 [Abstract ] ( 51 ) [HTML 0KB] [PDF 1050KB ]( 69 ) 707 MO Hong and WANG Tao   Computing with Words in Generalized Interval Type-2 Fuzzy Sets     The conventional fuzzy sets are type-1 fuzzy sets whose point-values are two-dimensional, and the point-values of type-2 fuzzy sets (T2 FSs) are three-dimensional. So it is more difficult for T2 FS to be understood and computed than the corresponding type...     2012 Vol. 38 (5): 707-715 [Abstract ] ( 44 ) [HTML 0KB] [PDF 1421KB ]( 51 ) 716 YANG Ren-Ming, and WANG Yu-Zhen   Stability Analysis and Estimate of Domain of Attraction for a Class of Nonlinear Time-varying Delay Systems     The stability and estimate of domain of attraction are studied for a class of nonlinear time-varying delay systems. Firstly, an equivalent form is obtained for the systems by means of coordinate transformation and orthogonal decomposition of vector fields...     2012 Vol. 38 (5): 716-724 [Abstract ] ( 42 ) [HTML 0KB] [PDF 575KB ]( 56 ) 725 LIU Zhi-Yong   Graph Matching: a New Concave Relaxation Function and Algorithm     Recently, approximate graph matching based on relaxing the permutation matrix to a doubly stochastic matrix has become an important and popular topic. The key point lies in which approximation over a continuous set is usually easier to implement than that...     2012 Vol. 38 (5): 725-731 [Abstract ] ( 41 ) [HTML 0KB] [PDF 517KB ]( 34 ) 732 LI Yi, SUN Zheng-Xing, CHEN Song-Le and LI Qian   3D Human Pose Analysis from Monocular Video by Simulated Annealed Particle Swarm Optimization     In this paper we proposed a simulated annealing particle swarm optimism (SAPSO) based method for human pose estimation form monocular image sequences. First, we use principle component analysis (PCA) to learn the low-dimensional compact space of human pos...     2012 Vol. 38 (5): 732-741 [Abstract ] ( 37 ) [HTML 0KB] [PDF 2997KB ]( 35 ) 742 ZHU Hai-Long, LIU Peng, LIU Jia-Feng and TANG Xiang-Long   A Graph Analysis Method for Abnormal Crowd State Detection     An abnormity detection method for a dynamic crowd scene is proposed based on graph analysis. After the non-parametric clustering in velocity space via an adaptive mean shift algorithm, we get the clustering results containing some cluster centers and Eucl...     2012 Vol. 38 (5): 742-750 [Abstract ] ( 39 ) [HTML 0KB] [PDF 3883KB ]( 33 ) 751 LI Deng-Wang, LI Hong-Sheng, WANG Hui, WANG Hong-Jun, YIN Yong, and PENG Yu-Hua   Deformable Registration Method Using Edge Preserving Scale Space withApplication in Adaptive Radiation Therapy     Registration of planning CT with daily cone beam CT (CBCT) images is an important component for adaptive radiation therapy in CBCT based image guided radiation therapy (IGRT) system. The edge preserving scale space which is derived from the anisotropic di...     2012 Vol. 38 (5): 751-758 [Abstract ] ( 44 ) [HTML 0KB] [PDF 6163KB ]( 25 ) 759 ZHU Xiong-Yong, ZHOU Jie and TAN Hong-Zhou   Method for Eliminating LCD Motion De-blurring Model's Pole     The sinc-1 model can reduce the LCD motion blur effectively, however, it can not restore the correct frequency components on the pole and is hard to implement on hardware. This paper presents a novel method which is trying to improve the LCD mo...     2012 Vol. 38 (5): 759-768 [Abstract ] ( 36 ) [HTML 0KB] [PDF 3271KB ]( 24 ) 769 HU Zheng-Ping and FENG Kai   An Adaptive One-class Classification Algorithm Based on Multi-resolution Minimum Spanning Tree Model in High-dimensional Space     The coverage radii in the algorithm of MSTCD (Minimum spanning tree class descriptor) are generally fixed without diversification, which makes it difficult to construct a close coverage for the local structure. This article combines multi-resolution thoug...     2012 Vol. 38 (5): 769-775 [Abstract ] ( 38 ) [HTML 0KB] [PDF 516KB ]( 25 ) 776 HE Chun, YE Yong-Qiang, JIANG Bin and ZHOU Xin   A Novel Edge Detection Method Based on Fractional-order Calculus Mask     In this paper, a new edge detection operator based on a composite derivative is proposed, which is realized by the combination of fractional differentiation and integration. The new complex edge-detection mask is also deduced for the implementation of fra...     2012 Vol. 38 (5): 776-787 [Abstract ] ( 40 ) [HTML 0KB] [PDF 2926KB ]( 32 ) 788 HUANG Chen, , , DING Xiao-Qing, , , FANG Chi, and   A Robust and Efficient Facial Feature Tracking Algorithm     Facial feature tracking obtains precise information of facial components in addition to the coarse face position and moving track, and is important to computer vision. The active appearance model (AAM) is an efficient method to describe the facial feature...     2012 Vol. 38 (5): 788-796 [Abstract ] ( 46 ) [HTML 0KB] [PDF 3920KB ]( 37 ) 797 TAO Jian-Wen, and WANG Shi-Tong   Kernel Support Vector Machine for Domain Adaptation     Domain adaptation learning is a novel effective technique to address pattern classification, in which the prior information for training a learning model is unavailable or insufficient. To minimize the distribution discrepancy between the source domain an...     2012 Vol. 38 (5): 797-811 [Abstract ] ( 44 ) [HTML 0KB] [PDF 6212KB ]( 44 ) 812 YANG Bo, , LIU Jie, , LIU Da-You and   A Random Network Ensemble Model Based Generalized Network Community Mining Algorithm     According to the attributes of nodes and the linkages between them, most real-world complex networks could be assortative and disassortative. Community structures are ubiquitous in both types of networks. The ability to discovery meaningful community stru...     2012 Vol. 38 (5): 812-822 [Abstract ] ( 38 ) [HTML 0KB] [PDF 3619KB ]( 27 ) 823 YANG Yi, HAN De-Qiang and HAN Chong-Zhao   Evidence Combination Based on Multi-criteria Rank-level Fusion     Dempster-Shafer evidence theory has been widely used in many important applications in information fusion, but Dempster's rule of combination always brings some counter-intuitive behaviors, e.g., the paradoxes of conflict, belief transfer, and belief abso...     2012 Vol. 38 (5): 823-831 [Abstract ] ( 34 ) [HTML 0KB] [PDF 1284KB ]( 23 ) 832 WEN Cheng-Lin and HU Yu-Cheng   Fault Diagnosis Based on Information Incremental Matrix     Principal component analysis (PCA) is a kind of commonly used fault detection method, but because of the uncorrected feature extraction, there are higher rates of false and missed alarm by using it in fault diagnosis. Thus, this paper firstly introduces t...     2012 Vol. 38 (5): 832-840 [Abstract ] ( 47 ) [HTML 0KB] [PDF 1007KB ]( 44 ) 841 CHEN Hua, , ZHANG Jing, , ZHANG Xiao-Gang and HU Yi-Han   A Robust-ELM Approach Based on Parzen Windiow's Estimation for Kiln Sintering Temperature Detection     To eliminate the interference in the blurring pulverized coal flame image sequences of rotary kiln, a new kiln sintering temperature measurement method based on statistical features of pulverized coal flames and robust extreme learning machine (robust-ELM...     2012 Vol. 38 (5): 841-849 [Abstract ] ( 39 ) [HTML 0KB] [PDF 1673KB ]( 31 ) 850 ZHANG Feng, LUO Li-Min and BAO Xu-Dong   Automatic Diagnosis and Complete Parameters Extraction Algorithm for Breast Carcinoma Based on Electrical Impedance Scanning     As a non-invasive functional imaging method, electrical impedance scanning (EIS) has become an adjunctive diagnostic tool for X-ray mammography in diagnosis of breast carcinoma. EIS diagnostic method used by clinicians often has a large variability of sen...     2012 Vol. 38 (5): 850-857 [Abstract ] ( 33 ) [HTML 0KB] [PDF 2165KB ]( 20 ) 858 LI Juan, , ZHAO You-Gang, YU Yang, ZHANG Peng and GAO Hong-Wei   Optimal Fault Diagnosis for Networked Control Systems withLarge Time-delays and Noises     The problem of fault diagnosis is investigated for networked control systems (NCS) with large measurement delays and noises. Based on the delay-free transformation approach, a novel design approach to optimal fault diagnoser is proposed. This scheme first...     2012 Vol. 38 (5): 858-864 [Abstract ] ( 44 ) [HTML 0KB] [PDF 1085KB ]( 31 ) Brief Papers     865 ZHAO Cong-Ran and XIE Xue-Jun   Output-feedback Regulation of Nonlinear Systems with iISS Inverse Dynamics     This paper discusses output-feedback regulation for more general nonlinear systems with integral input-to-state stability (iISS) inverse dynamics and unknown control direction. By using the adaptive backstepping method, an output feedback controller is gi...     2012 Vol. 38 (5): 865-869 [Abstract ] ( 32 ) [HTML 0KB] [PDF 279KB ]( 43 ) 870 MA Ru-Ning, TU Xiao-Po, DING Jun-Di and YANG Jing-Yu   To Evaluate Salience Map towards Popping out Visual Objects     The aim of this paper is to present a quantitative evaluation of five popular salience maps for object segmentation. First, five salience maps are revisited in terms of theory foundation. Second, human segmentation is taken as the ground truth of interest...     2012 Vol. 38 (5): 870-876 [Abstract ] ( 40 ) [HTML 0KB] [PDF 1095KB ]( 40 ) 876 SONG Yang, , DONG Hao, FEI Min-Rui and   Mean Square Exponential Stabilization of Markov Networked Control Systems Based on Switching Frequentness     This paper considers the mean square exponential stabilization for networked control systems (NCSs) based on a class of Markov models. Firstly, networked control systems are modeled as a discrete-time switched system of which the switching sequence is gov...     2012 Vol. 38 (5): 876-881 [Abstract ] ( 36 ) [HTML 0KB] [PDF 474KB ]( 32 ) 882 CHEN Gang and YU Ming   Synchronizing Control and Analysis of Distributed Passive Systems     Based on Lyapunov methods, a systematic way is proposed to design and analyze the synchronizing control protocols for the distributed passive systems with a directed communication topology. The proposed method extends the previous work in the context of p...     2012 Vol. 38 (5): 882-888 [Abstract ] ( 36 ) [HTML 0KB] [PDF 603KB ]( 45 ) 　Authors 　Instruction 　FAQ 　Online Submission 　Manuscript Tracking 　Messages to Editors 　Online Review 　Editor-in-Chief 　Editorial Board 　Peer Review 　Volunteer to be a referee 　Reader 　Subscription 　Email Alert 　Member Service 　Download 　Template 　Copyright Agreement 　　　　　　　　　　　More... 　Links 　CNKI 　Wanfang 　　　　　　　　　　　More...              Copyright © 2006 Editorial office of Acta Automatica Sinica Tel: 010-62565763　E-mail: aas@mail.ia.ac.cn Supported by Beijing Magtech Co.Ltd Tel：010-62043307, E-mail: support@magtech.com.cn