Intelligence_Science_and_Big_Data_Engineering

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Intelligence_Science_and_Big_Data_Engine.pdf (63.82 MB, 需要: 8 个论坛币)

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Intelligence_Science_and_Big_Data_Engineering
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Contents
Statistics and Learning
The Microphone Array Arrangement Method for High Order
Ambisonics Recordings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Shan Gao, Xihong Wu, and Tianshu Qu
Learning an Alternating Bergman Network for Non-convex
and Non-smooth Optimization Problems . . . . . . . . . . . . . . . . . . . . . . . . . . 11
Yiyang Wang, Risheng Liu, and Zhixun Su
Sparse Multimodal Gaussian Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . 28
Qiuyang Liu and Shiliang Sun
Document Analysis Based on Multi-view Intact Space Learning
with Manifold Regularization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41
Zengrong Zhan and Zhengming Ma
Blind Image Quality Assessment: Using Statistics of Color Descriptors
in the DCT Domain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52
Bingjie Lin, Wen Lu, Lihuo He, and Xinbo Gao
Location Dependent Dirichlet Processes. . . . . . . . . . . . . . . . . . . . . . . . . . . 64
Shiliang Sun, John Paisley, and Qiuyang Liu
Frequency Recognition Based on Optimized Power Spectral Density
Analysis for SSSEP-Based BCIs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Xing Han, Yadong Liu, Yang Yu, and Zongtan Zhou
A Hybrid Particle Swarm Optimization Algorithm Based
on Migration Mechanism . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88
Ning Lai and Fei Han
A Hybrid Multi-swarm PSO Algorithm Based on Shuffled Frog
Leaping Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
Hongfei Bao and Fei Han
Similarity Degree for Multi-Attribute Decision Making with Incomplete
Dual Hesitant Fuzzy Sets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Xin Liu, Yuanyuan Shi, Li Zou, and Siyuan Luo

A Unified Confidence Measure Framework Using Auxiliary
Normalization Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
Zhehuai Chen, Yanmin Qian, and Kai Yu
Decentralized Pinning Synchronization of Colored Time-Delayed Networks
via Decentralized Pinning Periodically Intermittent Control . . . . . . . . . . . . . 134
Guoliang Cai, Wenjun Shi, Yuxiu Li, Zhiyin Zhang, and Gaihong Feng
Deep Neural Networks
Image Fusion Using Pulse Coupled Neural Network and CNN . . . . . . . . . . . 147
Weiwei Kong, Wenzhun Huang, and Yang Lei
CNN-Based Age Classification via Transfer Learning . . . . . . . . . . . . . . . . . 161
Jian Lin, Tianyue Zheng, Yanbing Liao, and Weihong Deng
Deep Attentive Structured Language Model Based on LSTM . . . . . . . . . . . . 169
Di Cao and Kai Yu
Classification of Motor Imagery EEG Signals with Deep Learning Models. . . 181
Yurun Shen, Hongtao Lu, and Jie Jia
Jointly Using Deep Model Learned Features and Traditional Visual
Features in a Stacked SVM for Medical Subfigure Classification . . . . . . . . . 191
Hongyu Wang, Jianpeng Zhang, and Yong Xia
Faces and People
Facial Emotion Recognition via Discrete Wavelet Transform, Principal
Component Analysis, and Cat Swarm Optimization. . . . . . . . . . . . . . . . . . . 203
Shui-Hua Wang, Wankou Yang, Zhengchao Dong, Preetha Phillips,
and Yu-Dong Zhang
Using LFDA to Learn Subset-Haar-Like Intermediate Feature Weights
for Pedestrian Detection. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215
Kai Zang, Jifeng Shen, and Wankou Yang
Using Original Face Image and Its Virtual Image for Face Recognition . . . . . 231
Jianguo Wang and Shucai Fu
A Novel Representation for Abnormal Crowd Motion Detection. . . . . . . . . . 239
Songbo Liu, Ye Jin, Ye Tao, and Xianglong Tang
Robust Face Hallucination via Locality-Constrained Nuclear Norm
Regularized Regression . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 249
Guangwei Gao, Jian Yang, Pu Huang, Zuoyong Li, and Dong Yue

Multi-task Learning for Person Re-identification . . . . . . . . . . . . . . . . . . . . . 259
Hua Gao, Lingyan Yu, Yujiao Huang, Yiwei Dong, and Sixian Chan
Database Search Algorithm Based on Track Predicting
in Fingerprinting Localization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269
Deyue Zou, Yuqun Guo, and Xin Liu
Cascade Error-Correction Mechanism for Human Pose Estimation
in Videos. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277
Huibing Dai, Lihuo He, Xinbo Gao, Zhaoqi Guo, and Wen Lu
Objects
Index Tracking by Using Sparse Support Vector Regression. . . . . . . . . . . . . 293
Yue Teng, Li Yang, Kunpeng Yuan, and Bo Yu
Two-Stage Transfer Learning of End-to-End Convolutional Neural
Networks for Webpage Saliency Prediction . . . . . . . . . . . . . . . . . . . . . . . . 316
Wei Shan, Guangling Sun, Xiaofei Zhou, and Zhi Liu
Saliency Detection via Combining Global Shape and Local
Cue Estimation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325
Qiang Qi, Muwei Jian, Yilong Yin, Junyu Dong, Wenyin Zhang,
and Hui Yu
Online Vehicle Tracking in Aerial Imagery . . . . . . . . . . . . . . . . . . . . . . . . 335
Zihao Liu, Zhihui Wang, Huimin Lu, and Dong Wang
Autonomous Object Segmentation in Cluttered Environment
Through Interactive Perception . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 346
Rui Wu, Dongfang Zhao, Jiafeng Liu, Xianglong Tang,
and Qingcheng Huang
Robust Variational Auto-Encoder for Radar HRRP Target Recognition . . . . . 356
Ying Zhai, Bo Chen, Hao Zhang, and Zhengjue Wang
Probabilistic Hypergraph Optimization for Salient Object Detection. . . . . . . . 368
Jinxia Zhang, Shixiong Fang, Krista A. Ehinger, Weili Guo,
Wankou Yang, and Haikun Wei
A Cascaded Segmentation Method Based on Region Merging to Change
Detection in Remote Sensing Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 379
Ning Lv and Xinbo Gao
Saliency Detection by Unifying Regression and Propagation. . . . . . . . . . . . . 390
Jianwu Ai, Lihe Zhang, and Xiukui Li
Contents XIII
lhchua

Classification and Clustering
Classification and Clustering via Structure-enforced Matrix Factorization . . . . 403
Lijun Xu, Yijia Zhou, and Bo Yu
Reweighted Sparse Subspace Clustering Based
on Fractional-Order Function . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 412
Yiqiang Zhai and Zexuan Ji
Ensemble Re-clustering: Refinement of Hard Clustering
by Three-Way Strategy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 423
Pingxin Wang, Qiang Liu, Xibei Yang, and Fasheng Xu
Motor Imagery EEG Classification Based on Multi-scale Time Windows. . . . 431
Jun Jiang, Boxin Zhao, Peng Zhang, and Yang Yu
Hyperspectral Image Classification Based on Empirical Mode
Decomposition and Local Binary Pattern . . . . . . . . . . . . . . . . . . . . . . . . . . 440
Changli Li, Hang Zuo, Xin Wang, Aiye Shi, and Tanghuai Fan
Extremely Randomized Forest with Hierarchy of Multi-label Classifiers. . . . . 450
Jinxia Li, Yihan Zheng, Chao Han, Qingyao Wu, and Jian Chen
Subspace Clustering Under Multiplicative Noise Corruption. . . . . . . . . . . . . 461
Baohua Li and Wei Wu
Imaging
Geographic Atrophy Segmentation for SD-OCT Images by MFO
Algorithm and Affinity Diffusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 473
Yubo Huang, Zexuan Ji, Qiang Chen, and Sijie Niu
Blind Multi-frame Super Resolution with Non-identical Blur . . . . . . . . . . . . 485
Wei Sun, Jinqiu Sun, Xueling Chen, Yu Zhu, Haisen Li,
and Yanning Zhang
Example-Guided Image Prior for Blind Image Deblurring . . . . . . . . . . . . . . 496
Xueling Chen, Yu Zhu, Wei Sun, and Yanning Zhang
Improved Spiking Cortical Model Based Algorithm for Multi-focus
Image Fusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 508
Weiwei Kong and Yang Lei
Robust Underwater Image Stitching Based on Graph Matching. . . . . . . . . . . 521
Xu Yang, Zhi-Yong Liu, Chuan Li, Jing-Jing Wang, and Hong Qiao
XIV Contents
lhchuan@dlut.edu.cn
A Fingerprint Registration Method Based on Image Field and Mean
Square Error. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 530
Sheng Lan and Zhenhua Guo
A Low Rank Regularization Method for Motion Adaptive
Video Stabilization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 539
Huicong Wu, Hiuk Jae Shim, and Liang Xiao
Multi-image Deblurring Using Complement . . . . . . . . . . . . . . . . . . . . . . . . 549
Pei Wang, Jinqiu Sun, Haisen Li, Xueling Chen, Yu Zhu,
and Yanning Zhang
Biomedical Signal Processing
CAD Model Based on NN and PCA in Prostate Tumor MRI . . . . . . . . . . . . 561
Huiling Lu, Tao Zhou, and Hongbin Shi
Altered Functional Specialization in Temporal Lobe Epilepsy. . . . . . . . . . . . 572
Meiling Li, Qijun Zou, Jiao Li, Wei Liao, and Huafu Chen
Resting-State Brain Activity Complexity in Early-Onset Schizophrenia
Characterized by a Multi-scale Entropy Method . . . . . . . . . . . . . . . . . . . . . 580
Xiao Wang, Yan Zhang, Shaoqiang Han, Jingping Zhao,
and Huafu Chen
Component Selection in Blind Source Separation of Brain Imaging Data . . . . 589
Xue Wei, Ming Li, Lin Yuan, and Dewen Hu
Gradient Vector Flow Field and Fast Marching Based Method
for Centerline Computation of Coronary Arteries . . . . . . . . . . . . . . . . . . . . 597
Hengfei Cui and Yong Xia
EEG-Based Motor Imagery Differing in Task Complexity . . . . . . . . . . . . . . 608
Kunjia Liu, Yang Yu, Yadong Liu, and Zongtan Zhou
A Comparative Study of Joint-SNVs Analysis Methods and Detection
of Susceptibility Genes for Gastric Cancer in Korean Population. . . . . . . . . . 619
Jinxiong Lv, Shikui Tu, and Lei Xu
The Prognostic Role of Genes with Skewed Expression Distribution
in Lung Adenocarcinoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 631
Yajing Chen, Shikui Tu, and Lei Xu
Survival-Expression Map and Essential Forms of Survival-Expression
Relations for Genes. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 641
Yajing Chen, Shikui Tu, and Lei Xu
Contents XV
lhchuan@dlut.edu.cn
Fast Vein Pattern Extraction Based on a Binary Filter . . . . . . . . . . . . . . . . . 650
Shidong Li, Shuang Sun, and Zhenhua Guo
Recommendation
Geographical and Overlapping Community Modeling Based
on Business Circles for POI Recommendation . . . . . . . . . . . . . . . . . . . . . . 665
Man-Rui Li, Ling Huang, and Chang-Dong Wang
Event Recommendation via Collective Matrix Factorization
with Event-User Neighborhood. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 676
Mei Li, Dong Huang, Bin Wei, and Chang-Dong Wang
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 687

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关键词：Intelligence Engineering engineerin Engineer Science