Neural Information Processing: 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part III

Front Matter ....Pages I-XVIII
Front Matter ....Pages 1-1
 Scanpath Prediction Based on High-Level Features and Memory Bias  (Xuan Shao, Ye Luo, Dandan Zhu, Shuqin Li, Laurent Itti, Jianwei Lu)....Pages 3-13
 Revisiting Faster R-CNN: A Deeper Look at Region Proposal Network  (Guangxing Han, Xuan Zhang, Chongrong Li)....Pages 14-24
 A Novel Ant Colony Detection Using Multi-Region Histogram for Object Tracking  (Seid Miad Zandavi, Feng Sha, Vera Chung, Zhicheng Lu, Weiming Zhi)....Pages 25-33
 Spatial Quality Aware Network for Video-Based Person Re-identification  (Yujie Wang, Biao Leng, Guanglu Song)....Pages 34-43
 Robust Visual Tracking via Occlusion Detection Based on Depth-Layer Information  (Xiaoguang Niu, Zhipeng Cui, Shijie Geng, Jie Yang, Yu Qiao)....Pages 44-53
 Object Tracking Based on Mean Shift Algorithm and Kernelized Correlation Filter Algorithm  (Huazheng Zhou, Xiaohu Ma, Lina Bian)....Pages 54-64
 Deep Encoding Features for Instance Retrieval  (Zhiming Ding, Zhengzhong Zhou, Liqing Zhang)....Pages 65-74
 Discriminative Semi-supervised Learning Based on Visual Concept-Like Features  (Fang Liu, Xiaofeng Wu)....Pages 75-83
 Pedestrian Counting System Based on Multiple Object Detection and Tracking  (Xiang Li, Haohua Zhao, Liqing Zhang)....Pages 84-94
 Mixture of Matrix Normal Distributions for Color Image Inpainting  (Xiuling Zhou, Jing Wang, Ping Guo, C. L. Philip Chen)....Pages 95-104
 RGB-D Tracking Based on Kernelized Correlation Filter with Deep Features  (Shuang Gu, Yao Lu, Lin Zhang, Jian Zhang)....Pages 105-113
 Convolutional Gated Recurrent Units Fusion for Video Action Recognition  (Bo Huang, Hualong Huang, Hongtao Lu)....Pages 114-123
 Stereo Matching Using Conditional Adversarial Networks  (Hualong Huang, Bo Huang, Hongtao Lu, Huiyu Weng)....Pages 124-132
 A Point and Line Features Based Method for Disturbed Surface Motion Estimation  (Xiang Li, Yue Zhou)....Pages 133-140
 Improving Object Detection with Convolutional Neural Network via Iterative Mechanism  (Xin Qiu, Chun Yuan)....Pages 141-150
 An Improved Random Walk Algorithm for Interactive Image Segmentation  (Peitao Wang, Zhaoshui He, Shifeng Huang)....Pages 151-159
 Scene Recognition Based on Multi-feature Fusion for Indoor Robot  (Xiaocheng Liu, Wei Hong, Huiqiu Lu)....Pages 160-169
 Correlation Filters with Adaptive Memories and Fusion for Visual Tracking  (Cheng Peng, Fanghui Liu, Haiyan Yang, Jie Yang, Nikola Kasabov)....Pages 170-179
 End-to-End Chinese Image Text Recognition with Attention Model  (Fenfen Sheng, Chuanlei Zhai, Zhineng Chen, Bo Xu)....Pages 180-189
 Application of Data Augmentation Methods to Unmanned Aerial Vehicle Monitoring System for Facial Camouflage Recognition  (Yanyang Li, Sanqing Hu, Wenhao Huang, Jianhai Zhang)....Pages 190-197
 3D Reconstruction with Multi-view Texture Mapping  (Xiaodan Ye, Lianghao Wang, Dongxiao Li, Ming Zhang)....Pages 198-207
 Online Tracking with Convolutional Neural Networks  (Xiaodong Liu, Yue Zhou)....Pages 208-216
 Sharp and Real Image Super-Resolution Using Generative Adversarial Network  (Dongyang Zhang, Jie Shao, Gang Hu, Lianli Gao)....Pages 217-226
 An ELU Network with Total Variation for Image Denoising  (Tianyang Wang, Zhengrui Qin, Michelle Zhu)....Pages 227-237
 End-to-End Disparity Estimation with Multi-granularity Fully Convolutional Network  (Guorun Yang, Zhidong Deng)....Pages 238-248
 MC-DCNN: Dilated Convolutional Neural Network for Computing Stereo Matching Cost  (Xiao Liu, Ye Luo, Yu Ye, Jianwei Lu)....Pages 249-259
 Improving Deep Crowd Density Estimation via Pre-classification of Density  (Shunzhou Wang, Huailin Zhao, Weiren Wang, Huijun Di, Xueming Shu)....Pages 260-269
 A Pixel-to-Pixel Convolutional Neural Network for Single Image Dehazing  (Chengkai Zhu, Yucan Zhou, Zongxia Xie)....Pages 270-279
 Level Set Based Online Visual Tracking via Convolutional Neural Network  (Xiaodong Ning, Lixiong Liu)....Pages 280-290
 End-to-End Scene Text Recognition with Character Centroid Prediction  (Wei Zhao, Jinwen Ma)....Pages 291-299
 Region-Based Face Alignment with Convolution Neural Network Cascade  (Yu Zhang, Fei Jiang, Ruimin Shen)....Pages 300-309
 Generating Low-Rank Textures via Generative Adversarial Network  (Shuyang Zhao, Jianwu Li)....Pages 310-318
 Deep Salient Object Detection via Hierarchical Network Learning  (Dandan Zhu, Ye Luo, Lei Dai, Xuan Shao, Laurent Itti, Jianwei Lu)....Pages 319-329
 Multi-scale Region Proposal Network Trained by Multi-domain Learning for Visual Object Tracking  (Yang Fang, Seunghyun Ko, Geun-Sik Jo)....Pages 330-339
 Deep Part-Based Image Feature for Clothing Retrieval  (Laiping Zhou, Zhengzhong Zhou, Liqing Zhang)....Pages 340-347
 A Metric Learning Method Based on Damped Momentum with Threshold  (Le Zhang, Lei Liu, Zhiguo Shi)....Pages 348-356
 FCN and Unit-Linking PCNN Based Image Saliency Detection  (Lecheng Zhou, Xiaodong Gu)....Pages 357-366
 Disparity Estimation Using Convolutional Neural Networks with Multi-scale Correlation  (Samer Jammal, Tammam Tillo, Jimin Xiao)....Pages 367-376
 A Spatio-Temporal Convolutional Neural Network for Skeletal Action Recognition  (Lizhang Hu, Jinhua Xu)....Pages 377-385
 Autonomous Perceptual Projection Correction Technique of Deep Heterogeneous Surface  (Fan Yang, Baoxing Bai, Cheng Han, Chao Zhang, Yuying Du)....Pages 386-396
 Multi-camera Tracking Exploiting Person Re-ID Technique  (Yiming Liang, Yue Zhou)....Pages 397-404
 Towards Simulating Foggy and Hazy Images and Evaluating Their Authenticity  (Ning Zhang, Lin Zhang, Zaixi Cheng)....Pages 405-415
 Active Contours Driven by Saliency Detection for Image Segmentation  (Guoqi Liu, Chenjing Li)....Pages 416-424
 Robust Visual Tracking by Hierarchical Convolutional Features and Historical Context  (Zexi Hu, Xuhong Tian, Yuefang Gao)....Pages 425-434
 Learning Spatiotemporal and Geometric Features with ISA for Video-Based Facial Expression Recognition  (Chenhan Lin, Fei Long, Junfeng Yao, Ming-Ting Sun, Jinsong Su)....Pages 435-444
 Robust Edge-Based Model with Sparsity Representation for Object Segmentation  (Guoqi Liu, Haifeng Li, Chenjing Li)....Pages 445-456
 Salient Object Detection Based on Amplitude Spectrum Optimization  (Ce Li, Yuqi Wan, Hao Liu)....Pages 457-466
 Optimized Image Up-Scaling from Learning Selective Similarity  (He Jiang, Jie Yang)....Pages 467-475
 The Camouflage Color Target Detection with Deep Networks  (Ce Li, Xinyu Zhao, Yuqi Wan)....Pages 476-485
 Action Prediction Using Unsupervised Semantic Reasoning  (Cuiwei Liu, Yaguang Lu, Xiangbin Shi, Zhaokui Li, Liang Zhao)....Pages 486-496
 Robust Facial Alignment for Face Recognition  (Kuan-Pen Chou, Dong-Lin Li, Mukesh Prasad, Mahardhika Pratama, Sheng-Yao Su, Haiyan Lu et al.)....Pages 497-504
 Automatic Leaf Recognition Based on Deep Convolutional Networks  (Huisi Wu, Yongkui Xiang, Jingjing Liu, Zhenkun Wen)....Pages 505-515
 Evaluation of Deep Models for Real-Time Small Object Detection  (Phuoc Pham, Duy Nguyen, Tien Do, Thanh Duc Ngo, Duy-Dinh Le)....Pages 516-526
 SPMVP: Spatial PatchMatch Stereo with Virtual Pixel Aggregation  (Peng Yao, Hua Zhang, Yanbing Xue, Shengyong Chen)....Pages 527-542
 Uncalibrated Trinocular-Microscope Visual Servo Control Strategy  (Xuewei Wang, Qun Gao, Fucheng You)....Pages 543-553
 Automatic Multi-view Action Recognition with Robust Features  (Kuang-Pen Chou, Mukesh Prasad, Dong-Lin Li, Neha Bharill, Yu-Feng Lin, Farookh Hussain et al.)....Pages 554-563
 Learning Discriminative Convolutional Features for Skeletal Action Recognition  (Jinhua Xu, Yang Xiang, Lizhang Hu)....Pages 564-574
 Algorithm of Multi-camera Object Handoff Based on Object Mapping  (Jianrong Cao, Xuemei Sun, Zhenyu Li, Yameng Wang)....Pages 575-582
 Illumination Quality Assessment for Face Images: A Benchmark and a Convolutional Neural Networks Based Model  (Lijun Zhang, Lin Zhang, Lida Li)....Pages 583-593
 Graph Embedding Learning for Cross-Modal Information Retrieval  (Youcai Zhang, Xiaodong Gu)....Pages 594-601
 Particle Swarm Optimization Based Salient Object Detection for Low Contrast Images  (Nan Mu, Xin Xu, Xiaolong Zhang, Li Chen)....Pages 602-612
 Locality-Constrained Iterative Matrix Regression for Robust Face Hallucination  (Guangwei Gao, Huijuan Pang, Cailing Wang, Zuoyong Li, Dong Yue)....Pages 613-621
 Structure-Preserved Face Cartoonization  (Chenhao Gao, Bin Sheng, Ruimin Shen)....Pages 622-631
 Deep Metric Learning with Symmetric Triplet Constraint for Person Re-identification  (Sen Li, Xiao-Yuan Jing, Xiaoke Zhu, Xinyu Zhang, Fei Ma)....Pages 632-641
 EPI-Patch Based Convolutional Neural Network for Depth Estimation on 4D Light Field  (Yaoxiang Luo, Wenhui Zhou, Junpeng Fang, Linkai Liang, Hua Zhang, Guojun Dai)....Pages 642-652
 Deep Metric Learning with False Positive Probability  (Jia-Xing Zhong, Ge Li, Nannan Li)....Pages 653-664
 Deep Learning Based Face Recognition with Sparse Representation Classification  (Eric-Juwei Cheng, Mukesh Prasad, Deepak Puthal, Nabin Sharma, Om Kumar Prasad, Po-Hao Chin et al.)....Pages 665-674
 Class-Wised Image Enhancement for Moving Object Detection at Maritime Boat Ramps  (Jing Zhao, Shaoning Pang, Bruce Hartill, Abdolhossein Sarrafzadeh)....Pages 675-685
 A Lagrange Programming Neural Network Approach for Robust Ellipse Fitting  (Hao Wang, Ruibin Feng, Chi-Sing Leung, Hing Cheung So)....Pages 686-696
Front Matter ....Pages 697-697
 Synchronization of Memristor-Based Time-Delayed Neural Networks via Pinning Control  (Zhanyu Yang, Biao Luo, Derong Liu)....Pages 699-708
 Identifying Intrinsic Phase Lag in EEG Signals from the Perspective of Wilcoxon Signed-Rank Test  (Yunqiao Wu, John Q. Gan, Haixian Wang)....Pages 709-717
 Exponential Stability of Matrix-Valued BAM Neural Networks with Time-Varying Delays  (Călin-Adrian Popa)....Pages 718-727
 Asymptotic Stability of Delayed Octonion-Valued Neural Networks with Leakage Delay  (Călin-Adrian Popa)....Pages 728-736
 Training the Hopfield Neural Network for Classification Using a STDP-Like Rule  (Xiaolin Hu, Tao Wang)....Pages 737-744
 Symbolic Solutions to Division by Zero Problem via Gradient Neurodynamics  (Yunong Zhang, Huihui Gong, Jian Li, Huanchang Huang, Ziyu Yin)....Pages 745-750
 An Image Enhancement Algorithm Based on Fractional-Order Relaxation Oscillator  (Xiaoran Lin, Shangbo Zhou, Hongbin Tang, Ying Qi)....Pages 751-759
 Bridging the Gap Between Probabilistic and Deterministic Models: A Simulation Study on a Variational Bayes Predictive Coding Recurrent Neural Network Model  (Ahmadreza Ahmadi, Jun Tani)....Pages 760-769
 Stability of Periodic Orbits and Fault Tolerance in Dynamic Binary Neural Networks  (Shunsuke Aoki, Toshimichi Saito)....Pages 770-778
 Basic Analysis of Cellular Dynamic Binary Neural Networks  (Kazuma Makita, Takahiro Ozawa, Toshimichi Saito)....Pages 779-786
 Robust Control of Uncertain Nonlinear Systems Based on Adaptive Dynamic Programming  (Jing Na, Jun Zhao, Guanbin Gao, Ding Wang)....Pages 787-796
 A Fast Precise-Spike and Weight-Comparison Based Learning Approach for Evolving Spiking Neural Networks  (Lin Zuo, Shan Chen, Hong Qu, Malu Zhang)....Pages 797-804
 An Energy-Aware Hybrid Particle Swarm Optimization Algorithm for Spiking Neural Network Mapping  (Junxiu Liu, Xingyue Huang, Yuling Luo, Yi Cao)....Pages 805-815
 A Dynamic Region Generation Algorithm for Image Segmentation Based on Spiking Neural Network  (Lin Zuo, Linyao Ma, Yanqing Xiao, Malu Zhang, Hong Qu)....Pages 816-824
 Global Stability of Complex-Valued Neural Networks with Time-Delays and Impulsive Effects  (Dongwen Zhang, Haijun Jiang, Cheng Hu, Zhiyong Yu, Da Huang)....Pages 825-835
 Pinning Synchronization in Heterogeneous Networks of Harmonic Oscillators  (Zhengxin Wang, Jingbo Fan, He Jiang, Haibo He)....Pages 836-845
 Prediction of Tropical Storms Using Self-organizing Incremental Neural Networks and Error Evaluation  (Wonjik Kim, Osamu Hasegawa)....Pages 846-855
Front Matter ....Pages 857-857
 Formulation of Border-Ownership Assignment in Area V2 as an Optimization Problem  (Zaem Arif Zainal, Shunji Satoh)....Pages 859-866
 A Joint Learning Framework of Visual Sensory Representation, Eye Movements and Depth Representation for Developmental Robotic Agents  (Tanapol Prucksakorn, Sungmoon Jeong, Nak Young Chong)....Pages 867-876
 Neural Representation of Object’s Shape at the Electroreceptor Afferents on Electrolocation  (Kazuhisa Fujita, Yoshiki Kashimori)....Pages 877-884
 Performance Comparison of Motion Encoders: Hassenstein–Reichardt and Two-Detector Models  (Hideaki Ikeda, Toru Aonishi)....Pages 885-893
 Wireless Network Gateway Placement by Evolutionary Graph Clustering  (Maolin Tang, Chien-An Chen)....Pages 894-902
 Next Generation Hybrid Intelligent Medical Diagnosis Systems  (Sabri Arik, Laszlo Barna Iantovics)....Pages 903-912
 2-Tuple Prioritized Weighted Harmonic Operator and Its Use in Group Decision Making  (Jin Han Park, Seung Bin Lee, Ja Hong Koo, Young Chel Kwun)....Pages 913-923
 Reasoning Under Conflicts in Smart Environment  (Hela Sfar, Badran Raddaoui, Amel Bouzeghoub)....Pages 924-934
Back Matter ....Pages 935-938