Pattern Recognition and Computer Vision: Second Chinese Conference, PRCV 2019, Xi’an, China, November 8–11, 2019, Proceedings, Part I

Front Matter ....Pages i-xxx
Front Matter ....Pages 1-1
 Channel Feature Enhanced Detector for Small Ball Detection  (Shambel Ferede, Xuemei Xie, Xing Jin, Jiang Du, Guangming Shi)....Pages 3-13
 High-Order Graph Convolutional Network for Skeleton-Based Human Action Recognition  (Zhimin Bai, Hongping Yan, Lingfeng Wang)....Pages 14-25
 Multi-scale Spatial-Temporal Attention for Action Recognition  (Qing Zhang, Hongping Yan, Lingfeng Wang)....Pages 26-37
 Reading Digital Numbers of Water Meter with Deep Learning Based Object Detector  (Shirong Liao, Pan Zhou, Lianglin Wang, Songzhi Su)....Pages 38-49
 Exploiting Category-Level Semantic Relationships for Fine-Grained Image Recognition  (Xianjie Mo, Jiajie Zhu, Xiaoxuan Zhao, Min Liu, Tingting Wei, Wei Luo)....Pages 50-62
 On the Multi-scale Real-Time Object Detection Using ResNet  (Zhengyao Bai, Dong Jiang)....Pages 63-73
 Learning Attention Regularization Correlation Filter for Visual Tracking  (Zhuling Qiu, Yufei Zha, Peng Zhu, Fei Zhang)....Pages 74-85
 Target Tracking via Two-Branch Spatio-Temporal Regularized Correlation Filter Network  (Peng Sun, Wenbo Guo, Songhao Zhu)....Pages 86-97
 A Real-Time Rock-Paper-Scissor Hand Gesture Recognition System Based on FlowNet and Event Camera  (Xuemei Xie, Shu Zhang, Jinjian Wu, Xun Xu, Guangming Shi, Jianyu Chen)....Pages 98-109
 Cross-Category Cross-Semantic Regularization for Fine-Grained Image Recognition  (Yelin Chen, Xianjie Mo, Zijun Liang, Tingting Wei, Wei Luo)....Pages 110-122
 The Multi-task Fully Convolutional Siamese Network with Correlation Filter Layer for Real-Time Visual Tracking  (Shiyu Xuan, Shengyang Li, Zifei Zhao, Mingfei Han)....Pages 123-134
 Table Detection Using Boundary Refining via Corner Locating  (Ningning Sun, Yuanping Zhu, Xiaoming Hu)....Pages 135-146
 Dictionary Learning and Confidence Map Estimation-Based Tracker for Robot-Assisted Therapy System  (Xiaolong Zhou, Sixian Chan, Junwei Li, Shengyong Chen, Honghai Liu)....Pages 147-159
 Power Line Corridor LiDAR Point Cloud Segmentation Using Convolutional Neural Network  (Jisheng Yang, Zijun Huang, Maochun Huang, Xianxian Zeng, Dong Li, Yun Zhang)....Pages 160-171
 Face Liveness Detection Based on Client Identity Using Siamese Network  (Huiling Hao, Mingtao Pei, Meng Zhao)....Pages 172-180
 Learning Weighted Video Segments for Temporal Action Localization  (Che Sun, Hao Song, Xinxiao Wu, Yunde Jia)....Pages 181-192
 REAPS: Towards Better Recognition of Fine-Grained Images by Region Attending and Part Sequencing  (Peng Zhang, Xinyu Zhu, Zhanzhan Cheng, Shuigeng Zhou, Yi Niu)....Pages 193-204
 Weakly-Supervised Action Recognition and Localization via Knowledge Transfer  (Haichao Shi, Xiaoyu Zhang, Changsheng Li)....Pages 205-216
 Visual Tracking with Levy Flight Grasshopper Optimization Algorithm  (Huanlong Zhang, Zeng Gao, Jie Zhang, Guanglu Yang)....Pages 217-227
 Exploring Context Information for Accurate and Fast Object Detection  (Zhenjun Shi, Xiaoqi Li, Bin Zhang)....Pages 228-238
 A Novel Method for Thermal Image Based Electrical-Equipment Detection  (Futian Wang, Songjian Hua, Xiao Wang, Zhengzheng Tu, Cheng Zhang, Jin Tang)....Pages 239-250
 State Detection of Electrical Equipment Based on Infrared Thermal Imaging Technology  (Hejin Yuan, Xiuxin Chen, Yu Wang, Ming Su)....Pages 251-260
 Attention Based Convolutional Recurrent Neural Network for Environmental Sound Classification  (Zhichao Zhang, Shugong Xu, Tianhao Qiao, Shunqing Zhang, Shan Cao)....Pages 261-271
 Salient Object Detection via Light-Weight Multi-path Refinement Networks  (Kang Ma, Jun Feng, Tuo Zhang, Rui Wang, Qirong Bu)....Pages 272-283
 Visual Object Tracking via an Improved Lightweight Siamese Network  (Mingyang Liu, Qing Lei, Li Yu, Yun Gao, Xuejie Zhang)....Pages 284-294
 A Simple and Robust Attentional Encoder-Decoder Model for License Plate Recognition  (Linjiang Zhang, Peng Wang, Fan Dang, Shaojie Zhang)....Pages 295-307
 Semi-supervised Deep Neural Networks for Object Detection in Video Surveillance Systems  (Jinshan Chen, Yujun Liu, Kaiming Ding, Shimin Li, Songxin Cai, Jinhe Su et al.)....Pages 308-321
Front Matter ....Pages 323-323
 YNBIRDS: A System for Fine-Grained Bird Image Recognition  (Yili Zhao, Hua Zhou)....Pages 325-336
 Quadratic Approximation Greedy Pursuit for Cardinality-Constrained Sparse Learning  (Fanfan Ji, Hui Shuai, Xiao-Tong Yuan)....Pages 337-348
 Iterative Discriminative Domain Adaptation  (Xiaofu Wu, Jiahui Fu, Suofei Zhang, Quan Zhou)....Pages 349-360
 Common Structured Low-Rank Matrix Recovery for Cross-View Classification  (Zihan Long, Jiamiao Xu, Fangzhao Wang, Chuanwu Yang, Xinge You)....Pages 361-372
 Pruning Convolutional Neural Networks via Stochastic Gradient Hard Thresholding  (Xin Yang, Haiwei Lu, Hui Shuai, Xiao-Tong Yuan)....Pages 373-385
 Channel and Constraint Compensation for Generative Adversarial Networks  (Wei Wang, Haifeng Hu, Dihu Chen)....Pages 386-397
 Faster Real-Time Face Alignment Method on CPU  (Pengfei Duan, Xin Ning, Yuan Shi, Shaolin Zhang, Weijun Li)....Pages 398-408
 A Siamese Pedestrian Alignment Network for Person Re-identification  (Yi Zheng, Yong Zhou, Jiaqi Zhao, Meng Jian, Rui Yao, Bing Liu et al.)....Pages 409-420
 Training Low Bitwidth Model with Weight Normalization for Convolutional Neural Networks  (Haoxin Fan, Jianjing An, Dong Wang)....Pages 421-430
 Virtual Adversarial Training on Graph Convolutional Networks in Node Classification  (Ke Sun, Zhouchen Lin, Hantao Guo, Zhanxing Zhu)....Pages 431-443
 Brain Functional Connectivity Augmentation Method for Mental Disease Classification with Generative Adversarial Network  (Qi Yao, Hu Lu)....Pages 444-455
 Attention-Based Label Consistency for Semi-supervised Deep Learning  (Jiaming Chen, Meng Yang)....Pages 456-467
 Semantic Reanalysis of Scene Words in Visual Question Answering  (Shiling Jiang, Ming Ma, Jianming Wang, Jiayu Liang, Kunliang Liu, Yukuan Sun et al.)....Pages 468-479
 A Dustbin Category Based Feedback Incremental Learning Strategy for Hierarchical Image Classification  (Ying Chen, Wen Shen, Qianwen Li, Zhihua Wei)....Pages 480-491
 Spatial-temporal Fusion Network with Residual Learning and Attention Mechanism: A Benchmark for Video-Based Group Re-ID  (Qiling Xu, Hua Yang, Lin Chen)....Pages 492-504
 Architectural Style Classification Based on DNN Model  (Peipei Zhao, Qiguang Miao, Ruyi Liu, Jianfeng Song)....Pages 505-516
 DAEimp: Denoising Autoencoder-Based Imputation of Sleep Heart Health Study for Identification of Cardiovascular Diseases  (Xiaoyun Dong, Jingjing Zhang, Gang Wang, Yong Xia)....Pages 517-527
 Fabric Defect Detection Based on Lightweight Neural Network  (Zhoufeng Liu, Jian Cui, Chunlei Li, Miaomiao Wei, Yan Yang)....Pages 528-539
 Person Re-identification with Neural Architecture Search  (Shizhou Zhang, Rui Cao, Xing Wei, Peng Wang, Yanning Zhang)....Pages 540-551
 Deep Convolutional Center-Based Clustering  (Qinhong Yan, Meihan Tang, Weifu Chen, Guocan Feng)....Pages 552-561
 Exponential Moving Averaged Q-Network for DDPG  (Xiangxiang Shen, Chuanhuan Yin, Yekun Chai, Xinwen Hou)....Pages 562-572
 Multi-scale Convolutional Neural Network Based on 3D Context Fusion for Lesion Detection  (Zebiao Wu, Jinshan Chen, Zongyue Wang, Jinhe Su, Guorong Cai)....Pages 573-585
 Orientation Adaptive YOLOv3 for Object Detection in Remote Sensing Images  (Jiahui Lei, Chongjun Gao, Jing Hu, Changxin Gao, Nong Sang)....Pages 586-597
 Neural Ordinary Differential Equations with Envolutionary Weights  (Lingshen He, Xingyu Xie, Zhouchen Lin)....Pages 598-610
 Infrared Image Segmentation for Photovoltaic Panels Based on Res-UNet  (Hao Zhang, Xianggong Hong, Shifen Zhou, Qingcai Wang)....Pages 611-622
Back Matter ....Pages 623-629