Cognitive Internet of Things: Frameworks, Tools and Applications

Front Matter ....Pages i-xiii
 MEG Signal Reconstruction via Low-Rank Matrix Recovery for Source Imaging in Simulations  (Yegang Hu, Jicong Zhang)....Pages 1-8
 Silhouette Photo Style Transfer  (Henan Li, Lili Wan, Shenghui Wang)....Pages 9-18
 Improved Rao-Blackwellised Particle Filter Based on Randomly Weighted PSO  (Ye Zhao, Ting Wang, Wen Qin, Xinghua Zhang)....Pages 19-29
 Local Binary Pattern Metric-Based Multi-focus Image Fusion  (Wenda Zhao, Weiling Yin, Di You, Dong Wang)....Pages 31-40
 Photo Aesthetic Scoring Through Spatial Aggregation Perception DCNN on a New IDEA Dataset  (Xin Jin, Le Wu, Geng Zhao, Xinghui Zhou, Xiaokun Zhang, Xiaodong Li)....Pages 41-50
 Synthesizing Virtual-Real Artworks Using Sun Orientation Estimation  (Xin Jin, Xing Sun, Xiaokun Zhang, Hongbo Sun, Ri Xu, Xiaodong Li et al.)....Pages 51-58
 A Novel Sliding Mode Control for Human Upper Extremity with Gravity Compensation  (Ting Wang, Wen Qin)....Pages 59-66
 Compressive Sensing-Based Optimal Design of an Emerging Optical Imager  (Gang Liu, Desheng Wen, Zongxi Song, Zhixin Li, Weikang Zhang, Xin Wei)....Pages 67-75
 A Method of Film Clips Retrieval Using Image Queries Based on User Interests  (Ling Zou, Han Wang, Pei Chen, Bo Wei)....Pages 77-84
 Multi-task Deep Learning for Fine-Grained Classification/Grading in Breast Cancer Histopathological Images  (Xipeng Pan, Lingqiao Li, Huihua Yang, Zhenbing Liu, Yubei He, Zhongming Li et al.)....Pages 85-95
 Medicine Discrimination of NIRS Based on Regularized Collaborative Representation Classification with Gabor Optimizer  (Zhenbing Liu, Huanhuan Ji, Shujie Jiang)....Pages 97-108
 Multi-objective Bird Swarm Algorithm  (Dongmei Wu, Hao Gao)....Pages 109-119
 Performance Modeling of Spark Computing Platform  (Jie Ding, Yunyue Xie, Meihua Zhou)....Pages 121-133
 An Improved Unsupervised Band Selection of Hyperspectral Images Based on Sparse Representation  (Fei Li, Pingping Zhang, Huchuan Lu)....Pages 135-145
 Feature-Based Tracking via SURF Detector and BRISK Descriptor  (Sangeen Khan, Sehat Ullah)....Pages 147-157
 Nuclear Norm Regularized Structural Orthogonal Procrustes Regression for Face Hallucination with Pose  (Dong Zhu, Guangwei Gao, Hao Gao, Huimin Lu)....Pages 159-169
 A New Dataset for Vehicle Logo Detection  (Shuo Yang, Chunjuan Bo, Junxing Zhang, Meng Wang, Lijun Chen)....Pages 171-177
 A Class of Chaos-Gaussian Measurement Matrix Based on Logistic Chaos for Compressed Sensing  (Hongbo Bi, Xiaoxue Kong, Di Lu, Ning Li)....Pages 179-187
 Salt and Pepper Noise Suppression for Medical Image by Using Non-local Homogenous Information  (Hu Liang, Shengrong Zhao)....Pages 189-199
 Saliency Detection via Objectness Transferring  (Quan Zhou, Yawen Fan, Weihua Ou, Huimin Lu)....Pages 201-211
 A Target Detection-Based Milestone Event Time Identification Method  (Zonglei Lu, Tingting Ji)....Pages 213-224
 A Deep Architecture for Chinese Semantic Matching with Pairwise Comparisons and Attention-Pooling  (Huiyuan Lai, Yizheng Tao, Chunliu Wang, Lunfan Xu, Dingyong Tang, Gongliang Li)....Pages 225-235
 Robust Multi-user Detection Based on Hybrid Grey Wolf Optimization  (Yuanfa Ji, Zhuo Fan, Xiyan Sun, Shouhua Wang, Suqing Yan, Sunyong Wu et al.)....Pages 237-249
 Correlation Filter Tracking Algorithm Based on Multiple Features and Average Peak Correlation Energy  (Xiyan Sun, Kaidi Zhang, Yuanfa Ji, Shouhua Wang, Suqing Yan, Sunyong Wu)....Pages 251-260
 Analysis of Urban Bicycles’ Trip Behavior and Efficiency Optimization  (Haoyu Wen, Sheng Zhou, Zie Wang, Feier Qiu, Han Yu)....Pages 261-271
 Pedestrian Detection in Unmanned Aerial Vehicle Scene  (Qianqian Guo, Yihao Li, Dong Wang)....Pages 273-278
 Two-Sided Sparse Learning with Augmented Lagrangian Method  (Xiaohua Xu, Baichuan Fan, Ping He, Yali Liang, Yuan Lou, Zhijun Zhang et al.)....Pages 279-284
 Medical Diagnosis Based on Nonlinear Manifold Discriminative Projection  (Ping He, Xincheng Chang, Xiaohua Xu, Zhijun Zhang, Tianyu Jing, Yuan Lou et al.)....Pages 285-290
 Improved Image Enhancement Method Based on Retinex Algorithm  (Tingting Zhang, Weiduo Zhu, Yujie Li, Yun Li, Bin Li)....Pages 291-299
 Fast Dynamic Routing Based on Weighted Kernel Density Estimation  (Suofei Zhang, Quan Zhou, Xiaofu Wu)....Pages 301-309
 A Novel Active Contour Model Using Oriented Smoothness and Infinite Laplacian for Medical Image Segmentation  (Chunhong Cao, Chengyao Zhou, Jie Yu, Kai Hu, Fen Xiao)....Pages 311-321
 Experimental Study on Learning of Neural Network Using Particle Swarm Optimization in Predictive Fuzzy for Pneumatic Servo System  (Shenglin Mu, Satoru Shibata, Tomonori Yamamoto, Seigo Goto, Shota Nakashima, Kanya Tanaka)....Pages 323-332
 Discrete Hashing Based on Point-Wise Supervision and Inner Product  (Xingyu Liu, Lihua Tian, Chen Li)....Pages 333-341
 Trustworthy Traceability of Quality and Safety for Pig Supply Chain Based on Blockchain  (Yan Yuan, Xinliang Liu, Kunming Hong, Shaoyi Song, Wanlin Gao)....Pages 343-355
 Distortion Correction Method of Zoom Lens Based on Vanishing Point Geometric Constraint  (Zhenmin Zhu, Quanxin Liu, Xinyun Wang, Shuang Pei)....Pages 357-366
 Computer Vision Method Applied for Detecting Diseases in Grape Leaf System  (Ang Wu, Juanhua Zhu, Yujing He)....Pages 367-376
 Pedestrian Attribute Recognition with Occlusion in Low Resolution Surveillance Scenarios  (Yuan Zhang, Qiong Wang, Zhenmin Tang)....Pages 377-387
 Adaptive Block Compressive Sensing for Noisy Images  (Hui-huang Zhao, Paul L. Rosin, Yu-Kun Lai, Jing-hua Zheng, Yao-nan Wang)....Pages 389-399
 A No-Ambiguity Acquisition Algorithm Based on Correlation Shift for BOC (N, N)  (Xiyan Sun, Fang Hao, Yuanfa Ji, Suqing Yan, Qinwen Miao, Qiang Fu)....Pages 401-412
 An Unambiguous Acquisition Algorithm for BOC (n, n) Signal Based on Sub-correlation Combination  (Xiyan Sun, Qing Zhou, Yuanfa Ji, Qiang Fu, Qinwen Miao, Sunyong Wu)....Pages 413-425
 Occluded Face Recognition by Identity-Preserving Inpainting  (Chenyu Li, Shiming Ge, Yingying Hua, Haolin Liu, Xin Jin)....Pages 427-437
 Batch Dictionary Learning with Augmented Orthogonal Matching Pursuit  (Ping He, Baichuan Fan, Xiaohua Xu, Yali Liang, Yuan Lou, Zhijun Zhang et al.)....Pages 439-443
 A Skin Lesion Segmentation Method Based on Saliency and Adaptive Thresholding in Wavelet Domain  (Kai Hu, Si Liu, Yuan Zhang, Chunhong Cao, Fen Xiao, Wei Huang et al.)....Pages 445-453
 Chinese Medical Question Answer Matching with Stack-CNN  (Yuteng Zhang, Wenpeng Lu, Weihua Ou, Ruoyu Zhang, Xu Zhang, Shutong Yue)....Pages 455-462
 Semantics Consistent Adversarial Cross-Modal Retrieval  (Ruisheng Xuan, Weihua Ou, Quan Zhou, Yongfeng Cao, Hua Yang, Xiangguang Xiong et al.)....Pages 463-472
 Domain Adaptation for Semantic Segmentation with Conditional Random Field  (Yuze Sun, Xiaofu Wu, Quan Zhou, Suofei Zhang)....Pages 473-483
 Human Detection in Crowded Situations by Combining Stereo Depth and Deeply-Learned Models  (Csaba Beleznai, Daniel Steininger, Elisabeth Broneder)....Pages 485-495
 Small Object Tracking in High Density Crowd Scenes  (Yujie Li, Shinya Takahashi)....Pages 497-505
 DeepEye: A Dedicated Camera for Deep-Sea Tripod Observation Systems  (Huimin Lu, Yujie Li, Hyoungseop Kim, Seiichi Serikawa)....Pages 507-511
 Hyperspectral Images Segmentation Using Active Contour Model for Underwater Mineral Detection  (Huimin Lu, Yinqiang Zheng, Kazuhiro Hatano, Yujie Li, Shota Nakashima, Hyoungseop Kim)....Pages 513-522