Advanced Search

2015 Vol. 37, No. 9

Display Method:
Research on Visual Tracking Algorithm Based on Deep Feature Expression and Learning
Li Huan-yu, Bi Du-yan, Yang Yuan, Zha Yu-fei, Qin Bing, Zhang Li-chao
2015, 37(9): 2033-2039. doi: 10.11999/JEIT150031
Abstract:
For the robustness of visual object tracking, a new tracking algorithm based on multi-stage convolution filtering feature is proposed by introducing deep learning into visual tracking. The algorithm uses the Principal Component Analysis (PCA) eigenve...
Fast DSmT-DS Approximate Reasoning Method
Guo Qiang, He You, Li Xin-de
2015, 37(9): 2040-2046. doi: 10.11999/JEIT150086
Abstract:
In this paper, Dempster-Shafer (DS) theory and Dezert-Smarandache Theory (DSmT) are conducted thorough reasearch, and in order to obtain more accurate fusion results in the premise of needing less computation complexity, a fast DSmT-DS approximate re...
Local Energy Information Combined with Improved Signed Distance Regularization Term for Image Target Segmentation Algorithm
Han Ming, Liu Jiao-min, Meng Jun-ying, Wang Zhen-zhou, Wang Jing-tao
2015, 37(9): 2047-2054. doi: 10.11999/JEIT141473
Abstract:
The uneven color image can not be segmented successfully with the traditional C-V model, and the C-V model is sensitive to the initial contour and the location. The existing signed distance regularization term has disadvantages, such as the periodic ...
Sparse Image Fidelity Evaluation Based on Wavelet Analysis
Chen Yong, Fan Qiang, Shuai Feng
2015, 37(9): 2055-2061. doi: 10.11999/JEIT150173
Abstract:
To overcome the limitations of traditional image quality assessment methods, which are not well consistent with subjective human evaluation, a quality assessment algorithm of Weighting Sparse Fidelity (WSF) based on wavelet analysis is proposed. The ...
Image Quality Self-adaptive Assessment Based on Visual Salience Distortion
Feng Ming-kun, Zhao Sheng-mei, Xing Chao
2015, 37(9): 2062-2068. doi: 10.11999/JEIT141641
Abstract:
The Structural SIMilarity (SSIM) algorithm of image quality assessment does not take into account the characteristics of multi-channel resolutions of human vision, it is also not consistent with subjective human evaluation for high level distortions....
Approach of Skeleton Pruning with Bayesian Model
Qin Hong-xing, Sun Ying
2015, 37(9): 2069-2075. doi: 10.11999/JEIT150003
Abstract:
Considering the problem that most of the existing skeleton calculation methods exhibit extreme sensitivity to the shape noise, a Bayes based algorithm for the skeleton pruning is proposed . The algorithm models the skeleton and growth process with Ba...
Dynamic Bayesian Network Model Based Golf Swing 3D Reconstruction Using Simple Depth Imaging Device
Lü Dong-yue, Huang Zhi-pei, Tao Guan-hong, Yu Neng-hai, Wu Jian-kang
2015, 37(9): 2076-2081. doi: 10.11999/JEIT150165
Abstract:
The simple depth imaging device gains more and more attention because of its lower cost and easy- to-use property compared with traditional motion capture systems. However, this kind of devices lack the basic data condition of 3D motion reconstructio...
Fuzzy Subspace Clustering Based Zero-order L2-norm TSK Fuzzy System
Deng Zhao-hong, Zhang Jiang-bin, Jiang Yi-zhang, Shi Ying-zhong, Wang Shi-tong
2015, 37(9): 2082-2088. doi: 10.11999/JEIT150074
Abstract:
The classical data driven Takagi-Sugeno-Kang (TSK) fuzzy system considers all the features of trained data, and faces a challenge that the interpretation is degenerated and the obtained fuzzy rule is complex when trained by high dimensional data. In ...
Integrating Phase Congruency and Two-dimensional Principal Component Analysis for Visual Saliency Prediction
Xu Wei, Tang Zhen-min
2015, 37(9): 2089-2096. doi: 10.11999/JEIT141478
Abstract:
In order to predict the pivotal visually attractive image regions more effectively, a novel saliency method using the phase congruency and the two-Dimensional Principal Component Analysis (2DPCA) is proposed in this paper. Firstly, the phase congruen...
Multi-scale Decomposition Based k-nearest-neighbor Random Search for Fast Image Completion
Liao Bin, Su Tao, Liu Bin
2015, 37(9): 2097-2102. doi: 10.11999/JEIT150033
Abstract:
Multi-scale decomposition based k-nearest-neighbor random search for fast image completion is presented. The image is decomposed using the bilateral filtering based down sampling. Starting from the coarsest level image, the most matching patch is sea...
Uyghur Character Models with Shared Structure Information for Segmentation-free Recognition under Low Data Resource Conditions
Jiang Zhi-wei, Ding Xiao-qing, Peng Liang-rui, Liu Chang-song
2015, 37(9): 2103-2109. doi: 10.11999/JEIT150019
Abstract:
Although segmentation-free Uyghur character document recognition can efficiently avoid character segmentation error, it does not work well on low-resource new-type samples. This paper suggests sharing stable character structure among different Uyghur...
Fast Active Error Calibration Algorithm for Array Chanel Uncertainty
Zhang Ke, Cheng Ju-ming, Fu Jin
2015, 37(9): 2110-2116. doi: 10.11999/JEIT141651
Abstract:
Aiming the error calibration for the array channel uncertainty, a new fast algorithm named Simplified Multi-Stage Wiener Filter (SMSWF) based on the Multi-Stage Wiener Filter (MSWF) is proposed. The SMSWF takes the advantages of the DOA and the wavef...
Recognition of Marine Acoustic Target Signals Based on Wave Structure and Support Vector Machine
Meng Qing-xin, Yang Shi-e, Yu Sheng-qi
2015, 37(9): 2117-2123. doi: 10.11999/JEIT150139
Abstract:
According to research findings of speech acoustics, the timbre is applied to identify different types of targets. Since the information of timbre is indicated in the wave structure of time series, the feature of wave structure can be?extracted to cla...
Time-varying Signal Detection and Recovery Method Based on Varying Parameter Stochastic Resonance and Normalization Transformation
Zhang Hai-bin, He Qing-bo, Kong Fan-rang
2015, 37(9): 2124-2131. doi: 10.11999/JEIT141618
Abstract:
The nonlinear stochastic resonance system has the ability to take advantage of background noise to enhance the weak signal among it. It provides the new approach to detect the weak signal embedded with heavy noise. This study proposes a new Varying P...
FFT-based Fine Frequency Estimation for Weak GPS Signal
Zhang Hong-lun, Ba Xiao-hui, Chen Jie, Zhou Hang
2015, 37(9): 2132-2137. doi: 10.11999/JEIT150204
Abstract:
The frequency pull-in process of traditional GPS receiver is time-consuming and its success rate is low under weak GPS signal environments. In order to solve this problem, FFT-based fine frequency estimation methods are presented. To overcome data bi...
Estimation of Doppler Rate Based on Time-chirp Distribution
Wang Jin-zhen, Su Shao-ying, Chen Zeng-ping
2015, 37(9): 2138-2143. doi: 10.11999/JEIT150116
Abstract:
Based on the analysis of the instantaneous phase characteristics of the echo Linear Frequency Modulated (LFM) signals respectively from single and multiple scatter point targets, an algorithm of the Doppler chirps estimation based on the Time-Chirp D...
Ship Detection in Infrared Remote Sensing Images Based on Spectral Residual Transform
Zhang Zhi-long, Yang Wei-ping, Zhang Yan, Li Ji-cheng
2015, 37(9): 2144-2150. doi: 10.11999/JEIT141659
Abstract:
A ship detection algorithm based on spectral residual transform is presented to detect ship in infrared remote sensing images. Firstly, the model parameters of spectral residual transform are designed according to the prior knowledge of ship and its ...
Joint Sparsity Constraint Interferometric ISAR Imaging for 3-D Geometry of Maneuvering Targets with Sparse Apertures
Zhang Yu-hong, Xing Meng-dao, Xu Gang
2015, 37(9): 2151-2157. doi: 10.11999/JEIT150125
Abstract:
Interferometric Inverse SAR (InISAR) is capable of acquiring three-dimensional image of the moving targets, which is much helpful to the target classification and identification. Meanwhile, multifunctional ISAR/InISAR system aims at maneuvering targe...
Target Detection Method Based on Fractional Lower Order Locally Optimum Detector
Zheng Zuo-hu, Wang Shou-yong
2015, 37(9): 2158-2163. doi: 10.11999/JEIT150108
Abstract:
The target detection performance of the locally optimum detector descends in the bad non-Gaussian clutter environment. To deal with this problem, a radar target detection method based on the fractional lower order locally optimum is proposed. First, ...
Joint DOD-DOA and Doppler Frequency Estimation for Bistatic MIMO Radar under Condition of Temporal-spatial Nonuniform Sampling
Zheng Zhi-dong, Fang Fei, Yuan Hong-gang, Yu Yan-ming, Tao Huan
2015, 37(9): 2164-2170. doi: 10.11999/JEIT141523
Abstract:
A new ESPRIT (Estimating Signal Via Rotational Invariance Techniques) algorithm is proposed to estimate the joint DOD (Direction Of Departure), DOA (Direction Of Arrival) and Doppler frequency based on the second extension of degree of freedom in the...
Constant Modulus Waveform Synthesis Based on Iterative Convex Optimization
Li Xiu-you, Xue Yong-hua, Dong Yun-long, Guan Jian
2015, 37(9): 2171-2176. doi: 10.11999/JEIT141593
Abstract:
In order to solve the problem of large energy spectral density error of the constant modulus waveform synthesized in cognitive radar. A new waveform design algorithm based on iterative convex optimization is proposed. Firstly, in order to solve the p...
First-order Sea Clutter Spectrum Extraction Based on SNR Method for HF Hybrid Sky-surface Wave Radar
2015, 37(9): 2177-2182. doi: 10.11999/JEIT150079
Abstract:
The characteristics of frequency shift and broadening of first-order sea clutter for High Frequency Hybrid Sky-Surface Wave Radar (HFHSSWR) make it harder to isolate the first-order sea clutter spectrum than that of High Frequency Surface Wave Radar ...
Hybrid Transmit Antenna Selection and Full-duplex Artificial-noise-added Receiver Scheme for Physical Layer Security Enhancement
Zhang Ya-jun, Liang Tao, Liu Yong-xiang, Sun Ai-wei
2015, 37(9): 2183-2190. doi: 10.11999/JEIT141580
Abstract:
With the fast development of full-duplex technology in the same band, a novel hybrid scheme called Transmit Antenna Selection-receivever Artifical Noise (TAS-rAN), is proposed for lower complexity of beam- forming scheme and higher security of TAS in...
Physical Layer Security Scheme Resistant to Multi-eavesdroppers with Inaccurate Channel State Information in Relay Network
Lei Wei-jia, Zuo Li-jie, Jiang Xue, Xie Xian-zhong
2015, 37(9): 2191-2197. doi: 10.11999/JEIT141579
Abstract:
This paper investigates the relay transmission system in the presence of multiple collusion single-antenna eavesdroppers. A physical layer security scheme employing nullspace Artificial Noise (AN) and Amplify-and-Forward (AF) relay beamforming is des...
Energy-efficient Resource Allocation Based on Multi-user Massive MIMO System
Hu Ying, Huang Yong-ming, Yu Fei, Yang Lu-xi
2015, 37(9): 2198-2203. doi: 10.11999/JEIT150088
Abstract:
An energy-efficient resource allocation scheme is proposed for multi-user massive MIMO mobile communication uplink system. A mathematical formulation of optimization issue is provided with the objective of maximizing system energy efficiency lower bo...
Improved Random Incomplete Coloring for Interference Mitigation in Wireless Body Area Networks
Sun Yan-zan, Jiang Yu-feng, Wu Ya-ting, Ma Yi-ming, Fang Yong
2015, 37(9): 2204-2210. doi: 10.11999/JFIT141621
Abstract:
An Improved Random Incomplete Coloring (IRIC) algorithm is proposed based on Random Incomplete Coloring (RIC) to mitigate inter-Wireless Body Area Network (WBAN) interference. The proposed IRIC algorithm can realize high resource spatial reuse by con...
Co-channel Attack Detection and Suppression Model for ZigBee Network Nodes
Yu Bin, Zhou Wei-wei
2015, 37(9): 2211-2217. doi: 10.11999/JEIT141395
Abstract:
Co-channel attack may cause data blocking and distortion in ZigBee networks. To resolve the issues, a model to detect co-channel attack is proposed. According to the Gauss distributed characteristics of the signal spectrum and the influence of co-cha...
Intuitionistic Fuzzy Reasoning Method in Traffic Anomaly Detection
Fan Xiao-shi, Lei Ying-jie, Wang Ya-nan, Guo Xin-peng
2015, 37(9): 2218-2224. doi: 10.11999/JEIT150023
Abstract:
Aiming at the characteristics of uncertainty and fuzziness of the network traffic attribute, an Intuitionistic Fuzzy Reasoning Theory (IFRT) is introduced to the anomaly detection field. A method of IFRT detection based on the inclusion degree is pro...
User Key Revocation Method for Multi-cloud Service Providers
Li Shuan-bao, Wang Xue-rui, Fu Jian-ming, Zhang Huan-guo
2015, 37(9): 2225-2231. doi: 10.11999/JEIT150205
Abstract:
Key information leakage is one of the most serious problems in Intercloud service, to solve this problem, a scheme of user key revocation on attribute-based ring signatures is proposed. Focused on user ciphertext access in Intercloud, the mechanism o...
Congestion Link Identification under Multipath Routing for Single-source Networks
Pan Sheng-li, Yang Xi-ru, Zhang Zhi-yong, Qian Feng, Hu Guang-min
2015, 37(9): 2232-2237. doi: 10.11999/JEIT150058
Abstract:
Regarding the uncertainty introduced by load balancing when determining which end-to-end path is measured and that the classical Boolean model is not well developed for the scenario of multiple congestion links, this paper bases on the identification...
Identifying Community in Bipartite Networks Using Graph Regularized-based Non-negative Matrix Factorization
Wang Tao, Liu Yang, Xi Yao-yi
2015, 37(9): 2238-2245. doi: 10.11999/JEIT141649
Abstract:
There are many bipartite networks composed of two types of nodes in the real world, studying the community structure of them is helpful to understand the complex network from a new point of view. Non- negative matrix factorization can overcome the li...
Wireless Signal Irregularity Based Hierarchical Topology Control Algorithm for Wireless Sensor Networks
Tang Hong, Wang Hui-zhu
2015, 37(9): 2246-2253. doi: 10.11999/JEIT141626
Abstract:
Constructing hierarchical topology is an effective way to prolong network lifetime. The topology control process is divided into sensing layer composed by cluster members and planar data forwarding layer composed by cluster heads, while the mathemati...
Improved Algorithm for Ground-wave Attenuation Factor Prediction over Irregular Terrain and Results Consistency Study
Zhou Li-li, Mu Zhong-lin, Pu Yu-rong, Xi Xiao-li
2015, 37(9): 2254-2259. doi: 10.11999/JEIT150077
Abstract:
The results of the integral equation method on the low-frequency ground-wave attenuation factor are inconsistent with other classic algorithms for the homogeneous/inhomogeneous smooth-path models. To solve this problem, a spherical correction factor ...
Effects of Distributed Loss Loading and Guiding Center Radius Modifying on Stability of Gyro-traveling Wave Tube
Peng Shu-yuan, Wang Qiu-shi, Zhang Zhao-chuan, Luo Ji-run
2015, 37(9): 2260-2264. doi: 10.11999/JEIT150192
Abstract:
In this paper, the effect of distributed loss loading and guiding center radius modifying on the stability of a TE11 mode Gyro-Traveling Wave Tube (Gyro-TWT) is studied by multimode steady-state method. The result shows that the output power of the b...
Online Parallel Testing of Pin-constrained Digital Microfluidic Biochips
Xu Chuan-pei, Chen Chun-yan, Wang Jie-jun
2015, 37(9): 2265-2271. doi: 10.11999/JEIT150095
Abstract:
As digital microfluidic biochips are widely used in biochemical field, it highly demands the chip reliability and manufacturing costs. Online testing is an important method to ensure the normal work of the digital microfluidic biochips. In this paper...
Analysis on Scattering Characteristics of Cylinder Array Based on Iterative Scattering Algorithm
Liu Qi-kun, Zhou Dong-fang, Xing Feng, Lei Xue, Yu Dao-jie
2015, 37(9): 2272-2276. doi: 10.11999/JEIT150167
Abstract:
Based on Iterative Scattering Process (ISP) algorithm, the scattering characteristics of cylinder array are analyzed. The relationship between incident field and scattering filed can be evolved from the cylindrical harmonic functions under surface bo...
Design and Analysis of Controllable Tri-band-notched Ultrawide Band Antenna
Dong Jian, Hu Guo-qiang, Xu Xi, Shi Rong-hua
2015, 37(9): 2277-2281. doi: 10.11999/JEIT141566
Abstract:
A controllable tri-band-notched UltraWide Band (UWB) antenna is presented to avoid the interference of services working in the UWB band such as WiMax, WLAN, and X-band satellite system applications. The tri-band-notched characteristics are achieved b...
Chip-level Vacuum Package and Test of Resonant MEMS Electric Field Sensor
2015, 37(9): 2282-2286. doi: 10.11999/JEIT150105
Abstract:
In order to improve the Q (Quality factor) value and SNR (Signal to Noise Ratio) and reduce the driving voltage, chip-level vacuum package of Micro-Electro-Mechanical Systems (MEMS) based resonant miniature electric field sensor is realized. By way o...