Pattern Recognition and Computer Vision: First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part II

Front Matter ....Pages I-XVI
Front Matter ....Pages 1-1
 An Interpretation of Forward-Propagation and Back-Propagation of DNN  (Guotian Xie, Jianhuang Lai)....Pages 3-15
 Multi-attention Guided Activation Propagation in CNNs  (Xiangteng He, Yuxin Peng)....Pages 16-27
 GAN and DCN Based Multi-step Supervised Learning for Image Semantic Segmentation  (Jie Fang, Xiaoqian Cao)....Pages 28-40
 Predicting Aesthetic Radar Map Using a Hierarchical Multi-task Network  (Xin Jin, Le Wu, Xinghui Zhou, Geng Zhao, Xiaokun Zhang, Xiaodong Li et al.)....Pages 41-50
 Blind Image Quality Assessment via Deep Recursive Convolutional Network with Skip Connection  (Qingsen Yan, Jinqiu Sun, Shaolin Su, Yu Zhu, Haisen Li, Yanning Zhang)....Pages 51-61
 Long Term Traffic Flow Prediction Using Residual Net and Deconvolutional Neural Network  (Di Zang, Yang Fang, Dehai Wang, Zhihua Wei, Keshuang Tang, Xin Li)....Pages 62-74
 Pyramidal Combination of Separable Branches for Deep Short Connected Neural Networks  (Yao Lu, Guangming Lu, Rui Lin, Bing Ma)....Pages 75-86
 Feature Visualization Based Stacked Convolutional Neural Network for Human Body Detection in a Depth Image  (Xiao Liu, Ling Mei, Dakun Yang, Jianhuang Lai, Xiaohua Xie)....Pages 87-98
 Convolutional LSTM Based Video Object Detection  (Xiao Wang, Xiaohua Xie, Jianhuang Lai)....Pages 99-109
 Agricultural Question Classification Based on CNN of Cascade Word Vectors  (Lei Chen, Jin Gao, Yuan Yuan, Li Wan)....Pages 110-121
 Spatial Invariant Person Search Network  (Liangqi Li, Hua Yang, Lin Chen)....Pages 122-133
 Image Super-Resolution Based on Dense Convolutional Network  (Jie Li, Yue Zhou)....Pages 134-145
 A Regression Approach for Robust Gait Periodicity Detection with Deep Convolutional Networks  (Kejun Wang, Liangliang Liu, Xinnan Ding, Yibo Xu, Haolin Wang)....Pages 146-156
 Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning  (Xuelin Ma, Shuang Qiu, Yuxing Zhang, Xiaoqin Lian, Huiguang He)....Pages 157-167
 Multi-flow Sub-network and Multiple Connections for Single Shot Detection  (Ye Li, Huicheng Zheng, Lvran Chen)....Pages 168-179
 Consistent Online Multi-object Tracking with Part-Based Deep Network  (Chuanzhi Xu, Yue Zhou)....Pages 180-192
 Deep Supervised Auto-encoder Hashing for Image Retrieval  (Sanli Tang, Haoyuan Chi, Jie Yang, Xiaolin Huang, Masoumeh Zareapoor)....Pages 193-205
 Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN  (Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang)....Pages 206-217
 Dynamic Facial Expression Recognition Based on Trained Convolutional Neural Networks  (Ming Li, Zengfu Wang)....Pages 218-226
 Nuclei Classification Using Dual View CNNs with Multi-crop Module in Histology Images  (Xiang Li, Wei Li, Mengmeng Zhang)....Pages 227-236
 Multi-level Three-Stream Convolutional Networks for Video-Based Action Recognition  (Yijing Lv, Huicheng Zheng, Wei Zhang)....Pages 237-249
 Deep Classification and Segmentation Model for Vessel Extraction in Retinal Images  (Yicheng Wu, Yong Xia, Yanning Zhang)....Pages 250-258
 APNet: Semantic Segmentation for Pelvic MR Image  (Ting-Ting Liang, Mengyan Sun, Liangcai Gao, Jing-Jing Lu, Satoshi Tsutsui)....Pages 259-272
 LSTN: Latent Subspace Transfer Network for Unsupervised Domain Adaptation  (Shanshan Wang, Lei Zhang)....Pages 273-284
 Image Registration Based on Patch Matching Using a Novel Convolutional Descriptor  (Wang Xie, Hongxia Gao, Zhanhong Chen)....Pages 285-296
 CAFN: The Combination of Atrous and Fractionally Strided Convolutional Neural Networks for Understanding the Densely Crowded Scenes  (Lvyuan Fan, Minglei Tong, Min Li)....Pages 297-307
 Video Saliency Detection Using Deep Convolutional Neural Networks  (Xiaofei Zhou, Zhi Liu, Chen Gong, Gongyang Li, Mengke Huang)....Pages 308-319
 Seagrass Detection in Coastal Water Through Deep Capsule Networks  (Kazi Aminul Islam, Daniel Pérez, Victoria Hill, Blake Schaeffer, Richard Zimmerman, Jiang Li)....Pages 320-331
 Deep Gabor Scattering Network for Image Classification  (Li-Na Wang, Benxiu Liu, Haizhen Wang, Guoqiang Zhong, Junyu Dong)....Pages 332-343
 Deep Local Descriptors with Domain Adaptation  (Shuwen Qiu, Weihong Deng)....Pages 344-355
 Deep Convolutional Neural Network with Mixup for Environmental Sound Classification  (Zhichao Zhang, Shugong Xu, Shan Cao, Shunqing Zhang)....Pages 356-367
 Focal Loss for Region Proposal Network  (Chengpeng Chen, Xinhang Song, Shuqiang Jiang)....Pages 368-380
 A Shallow ResNet with Layer Enhancement for Image-Based Particle Pollution Estimation  (Wenwen Yang, Jun Feng, Qirong Bo, Yixuan Yang, Bo Jiang)....Pages 381-391
 Fully CapsNet for Semantic Segmentation  (Su Li, Xiangyu Ren, Lu Yang)....Pages 392-403
 DeepCoast: Quantifying Seagrass Distribution in Coastal Water Through Deep Capsule Networks  (Daniel Pérez, Kazi Islam, Victoria Hill, Richard Zimmerman, Blake Schaeffer, Jiang Li)....Pages 404-416
 Attention Enhanced ConvNet-RNN for Chinese Vehicle License Plate Recognition  (Shiming Duan, Wei Hu, Ruirui Li, Wei Li, Shihao Sun)....Pages 417-428
 Prohibited Item Detection in Airport X-Ray Security Images via Attention Mechanism Based CNN  (Maoshu Xu, Haigang Zhang, Jinfeng Yang)....Pages 429-439
 A Modified PSRoI Pooling with Spatial Information  (Yiqing Zheng, Xiaolu Hu, Ning Bi, Jun Tan)....Pages 440-445
 A Sparse Substitute for Deconvolution Layers in GANs  (Juzheng Li, Pengfei Ge, Chuan-Xian Ren)....Pages 446-456
 Crop Disease Image Classification Based on Transfer Learning with DCNNs  (Yuan Yuan, Sisi Fang, Lei Chen)....Pages 457-468
 Applying Online Expert Supervision in Deep Actor-Critic Reinforcement Learning  (Jin Zhang, Jiansheng Chen, Yiqing Huang, Weitao Wan, Tianpeng Li)....Pages 469-478
 Shot Boundary Detection with Spatial-Temporal Convolutional Neural Networks  (Lifang Wu, Shuai Zhang, Meng Jian, Zhijia Zhao, Dong Wang)....Pages 479-491
 Built-Up Area Extraction from Landsat 8 Images Using Convolutional Neural Networks with Massive Automatically Selected Samples  (Tao Zhang, Hong Tang)....Pages 492-504
 Weighted Graph Classification by Self-Aligned Graph Convolutional Networks Using Self-Generated Structural Features  (Xuefei Zheng, Min Zhang, Jiawei Hu, Weifu Chen, Guocan Feng)....Pages 505-516
 Correction to: Applying Online Expert Supervision in Deep Actor-Critic Reinforcement Learning  (Jin Zhang, Jiansheng Chen, Yiqing Huang, Weitao Wan, Tianpeng Li)....Pages C1-C1
Back Matter ....Pages 517-518