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

Description

This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xi’an, China, in July 2018. The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications. 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