Image and Video Technology

Description

This book constitutes the thoroughly refereed post-conference proceedings of five international workshops held in the framework of the 8th Pacific-Rim Symposium on Image and Video Technology, PSIVT 2017, in Wuhan, China, in November 2017: Workshop on Human Behavior Analysis; Workshop on Educational Cloud and Image/Video Enriched Cloud Services, ECIVECS; Workshop: Vision Meets Graphics, VG; Workshop on Active Electro-Optical Sensors for Aerial and Space Imaging, EO4AS; and Workshop on Computer Vision and Modern Vehicles, CVMV. The 34 revised full papers and 2 posters presented were carefully selected from 103 submissions. The papers cover the full range of state-of-the-art research in image and video technology with topics ranging from well-established areas to novel current trends. Front Matter ....Pages I-X Front Matter ....Pages 1-3 Deep Transfer Feature Based Convolutional Neural Forests for Head Pose Estimation (Yuanyuan Liu, Zhong Xie, Xi Gong, Fang Fang)....Pages 5-16 Biometric System Based on Registration of Dorsal Hand Vein Configurations (Szidónia Lefkovits, Simina Emerich, László Szilágyi)....Pages 17-29 A Multi-scale Triplet Deep Convolutional Neural Network for Person Re-identification (Mingfu Xiong, Jun Chen, Zhongyuan Wang, Chao Liang, Bohan Lei, Ruimin Hu)....Pages 30-41 Facial Expression Recognition Using Cascaded Random Forest Based on Local Features (Mingjian Tuo, Jingying Chen)....Pages 42-53 Detection of Salient Regions in Crowded Scenes Based on Weighted Networks Approach (Juan Zheng, Xuguang Zhang)....Pages 54-62 Selecting Salient Features from Facial Components for Face Recognition (A. Gumede, S. Viriri, M. V. Gwetu)....Pages 63-75 Front Matter ....Pages 77-79 Research on Optimization of Point Cloud Registration ICP Algorithm (Jian Liu, Xiuqin Shang, Shuzhan Yang, Zhen Shen, Xiwei Liu, Gang Xiong et al.)....Pages 81-90 High School Statistical Graph Classification Using Hierarchical Model for Intelligent Mathematics Problem Solving (Yantao Wei, Yafei Shi, Huang Yao, Gang Zhao, Qingtang Liu)....Pages 91-101 Machine Solving on Hypergeometric Distribution Problems (Chao Sun, Yao Su, Xinguo Yu)....Pages 102-115 Extracting Algebraic Relations from Circuit Images Using Topology Breaking Down and Shrinking (Bin He, Pengpeng Jian, Meng Xia, Chao Sun, Xinguo Yu)....Pages 116-130 Parallel Education Systems Under Perspective of System Construction for New IT Era (Xiaoyan Gong, Xiwei Liu, Sifeng Jing, Xiao Wang)....Pages 131-143 Foot Modeling Based on Machine Vision and Social Manufacturing Research (Hongli Peng, Zhen Shen, Xiuqin Shang, Xiwei Liu, Gang Xiong, Taozhong Liu et al.)....Pages 144-157 Computerized Adaptive English Ability Assessment Based on Deep Learning (Xiao Wang, Yuanyuan Zhang, Shengnan Yu, Xiwei Liu, Fei-Yue Wang)....Pages 158-171 China-Finland EduCloud Platform Towards Innovative Education (Jiehan Zhou, Jukka Riekki, Mätti Hämäläinen, Pasi Mattila, Xinguo Yu, Xiwei Liu et al.)....Pages 172-185 SPSE: A Smart Phone-Based Student Evaluation (Xiang Gao, Jiehan Zhou, Zhitao Yu, Jianli Zhao, Zhengbin Fu, Chunxiu Li)....Pages 186-193 Research on the Construction of Corpus for Automatic Solution of Elementary Mathematics Statistics Applications (Chuanyuan Lao, Qingtang Liu, Linjing Wu, Jingxiu Huang, Gang Zhao)....Pages 194-203 Constructing a Learning Map with Lattice for a Programming Course (Xin Li, Han Lyu, Jiehan Zhou, Shuai Cao, Xin Liu)....Pages 204-213 Data Mining as a Cloud Service for Learning Artificial Intelligence (Weishan Zhang, Hao Lv, Liang Xu, Xin Liu, Jiehan Zhou)....Pages 214-221 Front Matter ....Pages 223-226 Crowd Counting from a Still Image Using Multi-scale Fully Convolutional Network with Adaptive Human-Shaped Kernel (Jinmeng Cao, Biao Yang, Yuyu Zhang, Ling Zou)....Pages 227-240 On Road Vehicle Detection Using an Improved Faster RCNN Framework with Small-Size Region Up-Scaling Strategy (Biao Yang, Yuyu Zhang, Jinmeng Cao, Ling Zou)....Pages 241-253 Fast Haze Removal of UAV Images Based on Dark Channel Prior (Siyu Zhang, Congli Li, Song Xue)....Pages 254-267 Watercolour Rendering of Portraits (Paul L. Rosin, Yu-Kun Lai)....Pages 268-282 Blind Image Deblurring via Salient Structure Detection and Sparse Representation (Yu Cai, Jinshan Pan, Zhixun Su)....Pages 283-299 Blur Estimation for Natural Edge Appearance in Computational Photography (Dongwei Liu, Reinhard Klette)....Pages 300-310 Structure-Preserving Texture Smoothing via Adaptive Patches (Hui Wang, Yue Wang, Junjie Cao, Xiuping Liu)....Pages 311-324 Robust Blind Deconvolution Using Relative Total Variation as a Regularization Penalty (Yunzhi Lin, Wenze Shao)....Pages 325-337 Front Matter ....Pages 339-341 An Aircraft Tracking Method in Simulated Infrared Image Sequences Based on Regional Distribution (Sijie Wu, Saisai Niu, Kai Zhang, Jie Yan)....Pages 343-355 DESIS - DLR Earth Sensing Imaging Spectrometer (David Krutz, Holger Venus, Andreas Eckardt, Ingo Walter, Ilse Sebastian, Ralf Reulke et al.)....Pages 356-368 FireBIRD Mission Data for Gas Flaring Analysis (Agnieszka Soszyńska)....Pages 369-381 Automatic Ship Detection on Multispectral and Thermal Infrared Aerial Images Using MACS-Mar Remote Sensing Platform (Jörg Brauchle, Steven Bayer, Ralf Berger)....Pages 382-395 Extracting Plücker Line and Their Relations for 3D Reconstruction of Indoor Scene (Huihui Sun, Xinguo Yu, Chao Sun)....Pages 396-409 Front Matter ....Pages 411-413 Context-Awareness Based Adaptive Gaussian Mixture Background Modeling (HongGang Xie, JinSheng Xiao, JunFeng Lei)....Pages 415-425 Robust Expression Recognition Using ResNet with a Biologically-Plausible Activation Function (Yunhua Chen, Jin Du, Qian Liu, Bi Zeng)....Pages 426-438 Local Fast R-CNN Flow for Object-Centric Event Recognition in Complex Traffic Scenes (Qin Gu, Jianyu Yang, Wei Qi Yan, Yanqiang Li, Reinhard Klette)....Pages 439-452 Mixed-Noise Removal in Images Based on a Convolutional Neural Network (Ling Ding, Huyin Zhang, Bijun Li, Jian Zhou, Wenhao Gu)....Pages 453-464 A Systematic Scheme for Automatic Airplane Detection from High-Resolution Remote Sensing Images (Jiao Zhao, Jing Han, Chen Feng, Jian Yao)....Pages 465-478 Back Matter ....Pages 479-480