Advances in Brain Inspired Cognitive Systems: 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings

Front Matter ....Pages I-XVIII
Front Matter ....Pages 1-1
 Style Neutralization Generative Adversarial Classifier  (Haochuan Jiang, Kaizhu Huang, Rui Zhang, Amir Hussain)....Pages 3-13
 How Good a Shallow Neural Network Is for Solving Non-linear Decision Making Problems  (Hongmei He, Zhilong Zhu, Gang Xu, Zhenhuan Zhu)....Pages 14-24
 Predicting Seminal Quality Using Back-Propagation Neural Networks with Optimal Feature Subsets  (Jieming Ma, Aiyan Zhen, Sheng-Uei Guan, Chun Liu, Xin Huang)....Pages 25-33
 Deep Learning Based Recommendation Algorithm in Online Medical Platform  (QingYun Dai, XueBin Hong, Jun Cai, Yan Liu, HuiMin Zhao, JianZhen Luo et al.)....Pages 34-43
 The Prediction Model of Saccade Target Based on LSTM-CRF for Chinese Reading  (Xiaoming Wang, Xinbo Zhao, Meng Xia)....Pages 44-53
 Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features  (Dengdi Sun, Lidan Liu, Aihua Zheng, Bo Jiang, Bin Luo)....Pages 54-63
 Fully Automatic Synaptic Cleft Detection and Segmentation from EM Images Based on Deep Learning  (Bei Hong, Jing Liu, Weifu Li, Chi Xiao, Qiwei Xie, Hua Han)....Pages 64-74
 Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos  (Yijun Yan, Huimin Zhao, Fu-Jen Kao, Valentin Masero Vargas, Sophia Zhao, Jinchang Ren)....Pages 75-84
 Recent Advances in Deep Learning for Single Image Super-Resolution  (Yungang Zhang, Yu Xiang)....Pages 85-95
 Using GAN to Augment the Synthesizing Images from 3D Models  (Yan Ma, Kang Liu, Zhi-bin Guan, Xin-Kai Xu, Xu Qian, Hong Bao)....Pages 96-105
 Deep Learning Based Single Image Super-Resolution: A Survey  (Viet Khanh Ha, Jinchang Ren, Xinying Xu, Sophia Zhao, Gang Xie, Valentin Masero Vargas)....Pages 106-119
 DAU-GAN: Unsupervised Object Transfiguration via Deep Attention Unit  (Zihan Ye, Fan Lyu, Jinchang Ren, Yu Sun, Qiming Fu, Fuyuan Hu)....Pages 120-129
 Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron  (Ping Ma, Aizhu Zhang, Genyun Sun, Xuming Zhang, Jun Rong, Hui Huang et al.)....Pages 130-138
 3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images  (Yanling Hao, Genyun Sun, Aizhu Zhang, Hui Huang, Jun Rong, Ping Ma et al.)....Pages 139-148
Front Matter ....Pages 149-149
 A Study of the Role of Attention in Classifying Covert and Overt Motor Activities  (Banghua Yang, Jinlong Wang, Cuntai Guan, Chenxiao Hu, Jianguo Wang)....Pages 151-160
 Attend to Knowledge: Memory-Enhanced Attention Network for Image Captioning  (Hui Chen, Guiguang Ding, Zijia Lin, Yuchen Guo, Jungong Han)....Pages 161-171
 Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space  (Jing Zhao, Jinchang Ren, Cailing Wang, Ke Li, Yifang Zhao)....Pages 172-183
 P300 Brain Waves Instigated Semi Supervised Video Surveillance for Inclusive Security Systems  (Anurag Singh, Jeevanandam Jotheeswaran)....Pages 184-194
 Motor Imagery EEG Recognition Based on FBCSP and PCA  (Banghua Yang, Jianzhen Tang, Cuntai Guan, Bo Li)....Pages 195-205
 A Hybrid Brain-Computer Interface System Based on Motor Imageries and Eye-Blinking  (Jin Liu, Xiaopei Wu, Lei Zhang, Bangyan Zhou)....Pages 206-216
 Goal-Directed Behavior Control Based on the Mechanism of Neuromodulation  (Dongshu Wang, Hui Shan, Lei Liu)....Pages 217-226
 Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring  (Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song, Hiran Selvadurai et al.)....Pages 227-236
 Mismatching Elimination Algorithm in SIFT Based on Function Fitting  (Xiaoni Zhong, Yunhong Li, Jie Ren)....Pages 237-247
 Novel Group Variable Selection for Salient Skull Region Selection and Sex Determination  (Olasimbo Ayodeji Arigbabu, Iman Yi Liao, Nurliza Abdullah, Mohamad Helmee Mohamad Noor)....Pages 248-259
 AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency  (Ziqi Zhou, Meijun Sun, Jinchang Ren, Zheng Wang)....Pages 260-270
 A Visual Attention Model Based on Human Visual Cognition  (Na Li, Xinbo Zhao, Baoyuan Ma, Xiaochun Zou)....Pages 271-281
 An Extended Common Spatial Pattern Framework for EEG-Based Emotion Classification  (Jingxia Chen, Dongmei Jiang, Yanning Zhang)....Pages 282-292
 CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm  (Zhe Li, Yong Xia, Hichem Sahli)....Pages 293-302
 Early Identification of Alzheimer’s Disease Using an Ensemble of 3D Convolutional Neural Networks and Magnetic Resonance Imaging  (Yuanyuan Chen, Haozhe Jia, Zhaowei Huang, Yong Xia)....Pages 303-311
Front Matter ....Pages 313-313
 A Novel Semi-supervised Classification Method Based on Class Certainty of Samples  (Fei Gao, Zhenyu Yue, Qingxu Xiong, Jun Wang, Erfu Yang, Amir Hussain)....Pages 315-324
 Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification  (Cailing Wang, Hongwei Wang, Jinchang Ren, Yinyong Zhang, Jia Wen, Jing Zhao)....Pages 325-333
 High-Resolution Image Classification Using the Dynamic Differential Evolutionary Algorithm Optimized Multi-scale Kernel Support Vector Machine Method  (Xueqian Rong, Aizhu Zhang, Genyun Sun, Hui Huang, Ping Ma)....Pages 334-341
 Eigenface Algorithm-Based Facial Expression Recognition in Conversations - An Experimental Study  (Zixiang Fei, Erfu Yang, David Li, Stephen Butler, Winifred Ijomah, Neil Mackin)....Pages 342-351
 Unsupervised Hyperspectral Band Selection Based on Maximum Information Entropy and Determinantal Point Process  (Zhijing Yang, Weizhao Chen, Yijun Yan, Faxian Cao, Nian Cai)....Pages 352-361
 Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery  (Xuran Pan, Lianru Gao, Bing Zhang, Fan Yang, Wenzhi Liao)....Pages 362-369
 Gaussian-Staple for Robust Visual Object Real-Time Tracking  (Si-Bao Chen, Chuan-Yong Ding, Bin Luo)....Pages 370-381
 Saliency-Weighted Global-Local Fusion for Person Re-identification  (Si-Bao Chen, Wei-Ming Song, Bin Luo)....Pages 382-393
 Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification  (Zhijing Yang, Faxian Cao, Jaime Zabalza, Weizhao Chen, Jiangzhong Cao)....Pages 394-401
 Local-Global Extraction Unit for Person Re-identification  (Peng Wang, Chunmei Qing, Xiangmin Xu, Bolun Cai, Jianxiu Jin, Jinchang Ren)....Pages 402-411
 Robust Image Corner Detection Based on Maximum Point-to-Chord Distance  (Yarui He, Yunhong Li, Weichuan Zhang)....Pages 412-421
 Fabric Defect Detection Based on Sparse Representation Image Decomposition  (Jun-Feng Jing, Hao Ma, Zhuo-Mei Liu)....Pages 422-429
 Salient Superpixel Visual Tracking with Coarse-to-Fine Segmentation and Manifold Ranking  (Jin Zhan, Huimin Zhao)....Pages 430-440
 A Regenerated Feature Extraction Method for Cross-modal Image Registration  (Jian Yang, Qi Wang, Xuelong Li)....Pages 441-451
 Bottom-Up Saliency Prediction by Simulating End-Stopping with Log-Gabor  (Ke Zhang, Xinbo Zhao, Rong Mo)....Pages 452-461
 Learning Collaborative Sparse Correlation Filter for Real-Time Multispectral Object Tracking  (Yulong Wang, Chenglong Li, Jin Tang, Dengdi Sun)....Pages 462-472
 Saliency Detection via Multi-view Synchronized Manifold Ranking  (Yuanyuan Guan, Bo Jiang, Yuan Zhang, Aihua Zheng, Dengdi Sun, Bin Luo)....Pages 473-483
 Robust Visual Tracking via Sparse Feature Selection and Weight Dictionary Update  (Penggen Zheng, Jin Zhan, Huimin Zhao, Hefeng Wu)....Pages 484-494
 Saliency Detection via Bidirectional Absorbing Markov Chain  (Fengling Jiang, Bin Kong, Ahsan Adeel, Yun Xiao, Amir Hussain)....Pages 495-505
 Pedestrian Detection Based on Visual Saliency and Supervised Learning  (Wanhan Zhang, Jie Ren, Meihua Gu)....Pages 506-513
Front Matter ....Pages 515-515
 Hadoop Massive Small File Merging Technology Based on Visiting Hot-Spot and Associated File Optimization  (Jian-feng Peng, Wen-guo Wei, Hui-min Zhao, Qing-yun Dai, Gui-yuan Xie, Jun Cai et al.)....Pages 517-524
 A Reversible Data Hiding Scheme Using Compressive Sensing and Random Embedding  (Guo-Liang Xie, Hui-Min Zhao, Ju-Jian Lv, Can-Yao Li)....Pages 525-534
 An Abnormal Behavior Clustering Algorithm Based on K-means  (Jianbiao Zhang, Fan Yang, Shanshan Tu, Ai Zhang)....Pages 535-544
 Manifold-Regularized Adaptive Lasso  (Si-Bao Chen, Yu-Mei Zhang, Bin Luo)....Pages 545-556
 SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis  (Imane Guellil, Ahsan Adeel, Faical Azouaou, Amir Hussain)....Pages 557-567
 Self-validated Story Segmentation of Chinese Broadcast News  (Wei Feng, Lei Xie, Jin Zhang, Yujun Zhang, Yanning Zhang)....Pages 568-578
 Improved Big Data Analytics Solution Using Deep Learning Model and Real-Time Sentiment Data Analysis Approach  (Chun-I Philip Chen, Jiangbin Zheng)....Pages 579-588
 A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter  (Abdulrahman Alqarafi, Ahsan Adeel, Ahmed Hawalah, Kevin Swingler, Amir Hussain)....Pages 589-596
 Exploiting Deep Learning for Persian Sentiment Analysis  (Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain)....Pages 597-604
 Big Data Analytics and Mining for Crime Data Analysis, Visualization and Prediction  (Mingchen Feng, Jiangbin Zheng, Yukang Han, Jinchang Ren, Qiaoyuan Liu)....Pages 605-614
 Comparison of Sentiment Analysis Approaches Using Modern Arabic and Sudanese Dialect  (Intisar O. Hussien, Kia Dashtipour, Amir Hussain)....Pages 615-624
 An Intelligent Question Answering System for University Courses Based on BiLSTM and Keywords Similarity  (Chunyan Ma, Baomin Li, Tong Zhao, Wei Wei)....Pages 625-632
 A Method for Calculating Patent Similarity Using Patent Model Tree Based on Neural Network  (Chunyan Ma, Tong Zhao, Hao Li)....Pages 633-643
 An Optimal Solution of Storing and Processing Small Image Files on Hadoop  (Qiubin Su, Lu Lu, QiuYan Feng)....Pages 644-653
 A Big Data Analytics Platform for Information Sharing in the Connection Between Administrative Law and Criminal Justice  (Na Li, Jiangbin Zheng, Mingchen Feng)....Pages 654-662
Front Matter ....Pages 663-663
 RST Invariant Watermarking Scheme Using Genetic Algorithm and DWT-SVD  (Yan Chao, Hao Wang, Shuying Liu, Huaming Liu)....Pages 665-675
 Application of VPN Based on L2TP and User’s Access Rights in Campus Network  (Shuying Liu, Tao Zeng, Yan Chao, Hao Wang)....Pages 676-686
 Improved Reversible Data Hiding in JPEG Images Based on Interval Correlation  (Zhigao Hong, Zhaoxia Yin, Bin Luo)....Pages 687-696
 Representing RCPBAC (Role-Involved Conditional Purpose-Based Access Control) in Ontology and SWRL  (Ronghan Li, Zejun Jiang, Lifang Wang)....Pages 697-706
 Real-Time Image Deformation Using Locally-Weighted Moving Least Squares  (Li Zhao, Xi Chen, Chang Shu, Chong Yu, Hua Han)....Pages 707-716
 Machine-Learning-Based Malware Detection for Virtual Machine by Analyzing Opcode Sequence  (Xiao Wang, Jianbiao Zhang, Ai Zhang)....Pages 717-726
 A Trusted Connection Authentication Reinforced by Bayes Algorithm  (WanShan Xu, JianBiao Zhang, YaHao Zhang)....Pages 727-737
 A Proactive Caching Strategy Based on Deep Learning in EPC of 5G  (FangYuan Lei, QinYun Dai, Jun Cai, HuiMin Zhao, Xun Liu, Yan Liu)....Pages 738-747
 Dynamic Hybrid Approaching for Robust Hand-Eye Calibration  (Chen Meng, Wei Feng, Jinchang Ren)....Pages 748-758
 Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection  (Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani et al.)....Pages 759-769
 Comparing Event Related Arousal-Valence and Focus Among Different Viewing Perspectives in VR Gaming  (Diego Monteiro, Hai-Ning Liang, Yuxuan Zhao, Andrew Abel)....Pages 770-779
 A Novel Loop Subdivision for Continuity Surface  (Lichun Gu, Jinjin Zheng, Chuangyin Dang, Zhengtian Wu, Baochuan Fu)....Pages 780-789
 Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study  (Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang et al.)....Pages 790-800
 Shading Structure-Guided Depth Image Restoration  (Xiuxiu Li, Haiyan Jin, Yanjuan Liu, Liwen Shi)....Pages 801-807
 Machine Learning for Muon Imaging  (Guangliang Yang, David Ireland, Ralf Kaiser, David Mahon)....Pages 808-817
 Night View Road Scene Enhancement Based on Mixed Multi-scale Retinex and Fractional Differentiation  (Yuanfang Zhang, Jiangbin Zheng, Xuejiao Kou, Yefan Xie)....Pages 818-826
 Traffic Image Defogging Based on Bit-Plane Decomposition  (Yuanfang Zhang, Jiangbin Zheng, Xuejiao Kou, Yefan Xie)....Pages 827-837
 The Simulation of Non-Gaussian Scattering on Rough Sea Surface  (Lei Fan, Guoxing Gao)....Pages 838-846
 Distributed Multi-node of Fuzzy Control Considering Adjacent Node Effect for Temperature Control  (Jianyu Wei, Yameng Jiao)....Pages 847-855
 An Improved Tentative Q Learning Algorithm for Robot Learning  (Lixiang Zhang, Yi’an Zhu, Junhua Duan)....Pages 856-865
Back Matter ....Pages 867-870