Communicationsin Computer and Information Science 772

Commenced Publication in 2007Founding and Former Series Editors:Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak,and Xiaokang Yang

Editorial Board

Simone Diniz Junqueira BarbosaPontifical Catholic University of Rio de Janeiro (PUC-Rio),Rio de Janeiro, Brazil

Phoebe ChenLa Trobe University, Melbourne, Australia

Joaquim FilipePolytechnic Institute of Setúbal, Setúbal, Portugal

Igor KotenkoSt. Petersburg Institute for Informatics and Automation of the RussianAcademy of Sciences, St. Petersburg, Russia

Krishna M. SivalingamIndian Institute of Technology Madras, Chennai, India

Takashi WashioOsaka University, Osaka, Japan

Junsong YuanNanyang Technological University, Singapore, Singapore

Lizhu ZhouTsinghua University, Beijing, China

More information about this series at http://www.springer.com/series/7899

Jinfeng Yang • Qinghua HuMing-Ming Cheng • Liang WangQingshan Liu • Xiang BaiDeyu Meng (Eds.)

Computer VisionSecond CCF Chinese Conference, CCCV 2017Tianjin, China, October 11–14, 2017Proceedings, Part II

123

EditorsJinfeng YangCivil Aviation University of ChinaTianjinChina

Qinghua HuTianjin UniversityTianjinChina

Ming-Ming ChengNankai UniversityTianjinChina

Liang WangInstitute of AutomationChinese Academy of SciencesBeijingChina

Qingshan LiuNanjing University of InformationScience and Technology

NanjingChina

Xiang BaiHuazhong University of Scienceand Technology

WuhanChina

Deyu MengXi’an Jiaotong UniversityXi’anChina

ISSN 1865-0929 ISSN 1865-0937 (electronic)Communications in Computer and Information ScienceISBN 978-981-10-7301-4 ISBN 978-981-10-7302-1 (eBook)https://doi.org/10.1007/978-981-10-7302-1

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Preface

Welcome to the proceedings of the Second Chinese Conference on Computer Vision(CCCV 2017) held in Tianjin!

CCCV, hosted by the China Computer Federation (CCF) and co-organized byComputer Vision Committee of CCF, is a national conference in the field of computervision. It aims at providing an interactive communication platform for students, fac-ulties, and researchers from industry. It promotes not only academic exchange, but alsocommunication between academia and industry. CCCV is one of the most importantlocal academic activities in computer vision. In order to keep track of the frontier ofacademic trends and share the latest research achievements, innovative ideas, andscientific methods in the field of computer vision, international and local leadingexperts and professors are invited to deliver keynote speeches, introducing the latesttheories and methods in the field of computer vision.

The CCCV 2017 received 465 full submissions. Each submission was reviewed byat least two reviewers selected from the Program Committee and other qualifiedresearchers. Based on the reviewers’ reports, 174 papers were finally accepted forpresentation at the conference. The acceptance rate is 37.4%. The proceedings of theCCCV 2017 are published by Springer.

We are grateful to the keynote speakers, Prof. Katsushi Ikeuchi from University ofTokyo, Prof. Sven Dickinson from University of Toronto, Prof. Gérard Medioni fromUniversity of Southern California, Prof. Marc Pollefeys from ETH Zurich, Prof. XilinChen from Institute of Computing Technology, Chinese Academy of Science.

Thanks go to the authors of all submitted papers, the Program Committee membersand the reviewers, and the Organizing Committee. Without their contributions, thisconference would not be a success. Special thanks go to all of the sponsors and theorganizers of the five special forums; their support made the conference a success.We are also grateful to Springer for publishing the proceedings and especially toMs. Celine (Lanlan) Chang of Springer Asia for her efforts in coordinating thepublication.

We hope you find CCCV 2017 an enjoyable and fruitful conference.

Tieniu TanHongbin ZhaJinfeng YangQinhua Hu

Ming-Ming ChengLiang Wang

Qingshan Liu

Organization

CCCV 2017 (CCF Chinese Conference on Computer Vision 2017) was hosted by theChina Computer Federation (CCF) and co-organized by the Civil Aviation Universityof China, Tianjin University, Nankai University, and CCF Technical Committee onComputer Vision.

Organizing Committee

International Advisory Board

Bill Freeman Massachusetts Institute of Technology, USAGerard Medioni University of Southern California, USARamin Zabih Cornell University, USADavid Forsyth University of Illinois at Urbana-Champaign, USAJitendra Malik University of California, Berkeley, USAFei-Fei Li Stanford University, USAIkeuchi Katsushi The University of Tokyo, JapanSong-chun Zhu University of California, Los Angeles, USALong Quan The Hong Kong University of Science

and Technology, SAR China

Steering Committee

Tieniu Tan Institute of Automation, Chinese Academy of Sciences,China

Hongbin Zha Peking University, ChinaXinlin Chen Institute of Computing Technology,

Chinese Academy of Sciences, ChinaJianhuang Lai Sun Yat-Sen University, ChinaDewen Hu National University of Defense Technology, ChinaShengyong Chen Tianjin University of Technology, ChinaYanning Zhang Northwestern Polytechnical University, ChinaTao Wang IQIYI Inc.

General Chairs

Tieniu Tan Institute of Automation, Chinese Academy of Sciences,China

Hongbin Zha Peking University, ChinaJinfeng Yang Civil Aviation University of China

Program Chairs

Qinghua Hu Tianjin University, ChinaMing-Ming Cheng Nankai University, ChinaLiang Wang Institute of Automation, Chinese Academy of Sciences,

ChinaQingshan Liu Nanjing University of Information Science

and Technology, China

Organizing Chairs

Jufeng Yang Nankai University, ChinaPengfei Zhu Tianjin University, China

Publicity Chairs

Qiguang Miao Xidian University, ChinaWei Jia Hefei University of Technology, China

International Liaison Chairs

Andy Yu ShanghaiTech University, ChinaZhanyu Ma Beijing University of Posts and Telecommunications,

China

Publication Chairs

Xiang Bai Huazhong University of Science and Technology,China

Deyu Meng Xi’an Jiaotong University, China

Tutorial Chairs

Zhouchen Lin Peking University, ChinaXin Geng Southeast University, China

Workshop Chairs

Zhaoxiang Zhang Institute of Automation, Chinese Academy of Sciences,China

Rongrong Ji Xiamen University, China

Sponsorship Chairs

Yongzhen Huang Watrix TechnologyHuchan Lu Dalian University of Technology, China

Demo Chairs

Liang Lin Sun Yat-Sen University, ChinaChao Xu Tianjin University, China

VIII Organization

Competition Chairs

Wangmeng Zuo Harbin Institute of Technology, ChinaJiwen Lu Tsinghua University, China

Website Chairs

Changqing Zhang Tianjin University, ChinaShaocheng Han Civil Aviation University of China

Finance Chairs

Guimin Jia Civil Aviation University of ChinaRuiping Wang Institute of Computing Technology,

Chinese Academy of Sciences, China

Coordination Chairs

Lifang Wu Beijing University of Technology, ChinaShiying Li Hunan University, China

Program Committee

Haizhou Ai Tsinghua University, ChinaXiang Bai Huazhong University of Science and Technology,

ChinaYinghao Cai Chinese Academy of Sciences, ChinaXiaochun Cao Chinese Academy of Sciences, ChinaHui Ceng University of Science and Technology Beijing, ChinaHongbin Cha Peking University, ChinaZhengjun Cha University of Science and Technology of China, ChinaHongxin Chen HISCENEShengyong Chen Zhejiang University of Technology, ChinaSongcan Chen Nanjing University of Aeronautics and Astronautics,

ChinaXilin Chen Chinese Academy of Science, ChinaYongquan Chen HuanJing Information Technology Inc., ChinaHong Cheng University of Electronic Science and Technology

of ChinaJian Cheng Chinese Academy of Science, ChinaMingming Cheng Nankai University, ChinaJun Chu Nanchang Hangkong University, ChinaYang Cong Chinese Academy of Science, ChinaChaoran Cui Shandong University of Finance and Economics, ChinaCheng Deng Xidian University, ChinaWeihong Deng Beijing University of Posts and Telecommunications,

ChinaXiaoming Deng Chinese Academy of Science, China

Organization IX

Jing Dong Chinese Academy of Science, ChinaJunyu Dong Ocean University of ChinaWeisheng Dong Xidian University, ChinaFuqing Duan Beijing Normal University, ChinaBin Fan Chinese Academy of Science, ChinaXin Fan Dalian University of Technology, ChinaYuchun Fang Shanghai University, ChinaJufu Feng Peking University, ChinaJianjiang Feng Tsinghua University, ChinaXianping Fu Dalian Maritime University, ChinaShenghua Gao ShanghaiTech University, ChinaYong Gao JieShang Visual technology Inc., ChinaShiming Ge Chinese Academy of Science, ChinaXin Geng Southeast University, ChinaGuanghua Gu Yanshan University, ChinaJie Gui Chinese Academy of Science, ChinaYulan Guo National University of Defense Technology, ChinaZhenhua Guo Tsinghua University, ChinaAili Han Shandong University, ChinaJunwei Han Northwestern Polytechnical University, ChinaHuiguang He Chinese Academy of Science, ChinaLianghua He Tongji University, ChinaRan He Chinese Academy of Science, ChinaYutao Hou NVIDIA Semiconductor Technical Services Inc.Zhiqiang Hou Air Force Engineering UniversityHaifeng Hu Sun Yat-sen University, ChinaHua Huang Beijing Institute of Technology, ChinaDi Huang Beijing University of Aeronautics and AstronauticsKaiqi Huang Chinese Academy of Science, ChinaQingming Huang University of Chinese Academy of SciencesYongzhen Huang Chinese Academy of Science, ChinaYanli Ji University of Electronic Science and Technology

of ChinaRongrong Ji Xiamen University, ChinaWei Jia Chinese Academy of Science, ChinaTong Jia Northeastern University, ChinaYunde Jia Beijing Institute of Technology, ChinaMuwei Jian Ocean University of ChinaYugang Jiang Fudan University, ChinaShuqiang Jiang Chinese Academy of Science, ChinaCheng Jin Fudan University, ChinaLianwen Jin South China University of Technology, ChinaXiaoyuan Jing Wuhan University, ChinaXiangwei Kong Dalian University of Technology, ChinaJianhuang Lai Sun Yat-sen University, ChinaZhen Lei Chinese Academy of Science

X Organization

Hua Li Chinese Academy of Science, ChinaJian Li National University of Defense TechnologyJia Li Beijing University of Aeronautics and AstronauticsTeng Li Anhui University, ChinaXi Li Zhejiang University, ChinaCe Li Lanzhou University of Technology, ChinaChaofeng Li Jiangnan University, ChinaChunguang Li Beijing University of Posts and Telecommunications,

ChinaChunming Li University of Electronic Science and Technology

of ChinaJianguo Li IntelJinping Li University of Jinan, ChinaLingling Li Zhengzhou Institute of Aeronautical Industry

Management, ChinaPeihua Li Dalian University of Technology, ChinaShiying Li Hunan University, ChinaYongjie Li University of Electronic Science and Technology

of China, ChinaZechao Li Nanjing University of Science and Technology, ChinaZiyang Li Chinese Academy of Science, ChinaZongmin Li China University of Petroleum, ChinaShengcai Liao Chinese Academy of Science, ChinaLiang Lin Sun Yat-sen University, ChinaWeiyao Lin Shanghai Jiao Tong University, ChinaZhouchen Lin Peking University, ChinaChenglin Liu Chinese Academy of Science, ChinaHaibo Liu Harbin Engineering University, ChinaHeng Liu Anhui University of Technology, ChinaHong Liu Peking University, ChinaHuaping Liu Tsinghua University, ChinaJing Liu Chinese Academy of Science, ChinaLi Liu National University of Defense Technology, ChinaQingshan Liu Nanjing University of Information Science

and Technology, ChinaShigang Liu Shanxi Normal University, ChinaWeifeng Liu China University of Petroleum, ChinaYiguang Liu Sichuan University, ChinaYue Liu Beijing Institute of Technology, ChinaGuoliang Lu Shandong University, ChinaHuchuan Lu Dalian University of TechnologyXiaoqiang Lu Xi’an Institute of Optics and Precision Mechanics,

Chinese Academy of Sciences, ChinaJiwen Lu Tsinghua University, ChinaFeng Lu Beijing University of Aeronautics and Astronautics,

China

Organization XI

Yao Lu Beijing Institute of Technology, ChinaBin Luo Anhui University, ChinaKe Lv University of Chinese Academy of Sciences, ChinaBingpeng Ma University of Chinese Academy of Sciences, ChinaHuimin Ma Tsinghua University, ChinaWei Ma Beijing University of Technology, ChinaZhanyu Ma Beijing University of Posts and Telecommunications,

ChinaLin Mei Third Institute of Public SecurityDeyu Meng Xi’an Jiaotong University, ChinaQiguang Miao Xidian University, ChinaRongrong Ni Beijing Jiaotong University, ChinaXiushan Nie Shandong University of Finance and EconomicsJifeng Ning Northwest A&F University, ChinaJianquan Ouyang Xiangtan University, ChinaYuxin Peng Peking University, ChinaYu Qiao Shenzhen Institutes of Advanced Technology, Chinese

Academy of Sciences, ChinaLei Qin Chinese Academy of Sciences, ChinaPinle Qin North University of ChinaJianhua Qiu Beijing Wisdom Eye Technology, ChinaChuanxian Ren Sun Yat-sen University, ChinaQiuqi Ruan Beijing Jiaotong University, ChinaNong Sang Huazhong University of Science and Technology,

ChinaShiguang Shan Chinese Academy of Science, ChinaShuhan Shen Chinese Academy of Science, ChinaJianbing Shen Beijing Institute of Technology, ChinaLinlin Shen Shenzhen University, ChinaPeiyi Shen Xidian University, ChinaWei Shen Shanghai University, ChinaMingli Song Zhejiang University, ChinaFei Su Beijing University of Posts and Telecommunications,

ChinaHang Su Tsinghua University, ChinaDongmei Sun Beijing Jiaotong University, ChinaJian Sun Xi’an Jiaotong University, ChinaTaizhe Tan Guangdong University of Technology, ChinaTieniu Tan Chinese Academy of Science, ChinaXiaoyang Tan Nanjing University of Aeronautics and Astronautics,

ChinaJin Tang Anhui University, ChinaJinhui Tang Nanjing University of Science and Technology, ChinaYandong Tang Chinese Academy of Science, ChinaZengfu Wang Chinese Academy of Science, ChinaHanzi Wang Xiamen University, China

XII Organization

Hanli Wang Tongji University, ChinaHongyuan Wang Changzhou University, ChinaHongpeng Wang Harbin Institute of Technology, ChinaJinjia Wang Yanshan University, ChinaJingdong Wang Microsoft ResearchLiang Wang Chinese Academy of Science, ChinaQi Wang Northwestern Polytechnical UniversityQing Wang Northwestern Polytechnical UniversityRuiPing Wang Chinese Academy of Science, ChinaShengke Wang Ocean University of ChinaShiquan Wang Philips Research Institute of ChinaSujing Wang Chinese Academy of Science, ChinaTao Wang IQIYI Inc.Wei Wang Chinese Academy of Science, ChinaYuanquan Wang Hebei University of Technology, ChinaYuehuan Wang Huazhong University of Science and Technology,

ChinaYunhong Wang Beijing University of Aeronautics and Astronautics,

ChinaShikui Wei Beijing Jiaotong University, ChinaGongjian Wen National University of Defense Technology, ChinaXiangqian Wu Harbin Institute of Technology, ChinaLifang Wu Beijing University of Technology, ChinaJianxin Wu Nanjing University, ChinaJun Wu Chongqing Kaiser Technology, ChinaYadong Wu Southwest University of Science and Technology,

ChinaYihong Wu Chinese Academy of Sciences, ChinaYongxian Wu South China University of Technology, ChinaGuisong Xia Wuhan University, ChinaShiming Xiang Chinese Academy of Science, ChinaXiaohua Xie Sun Yat-sen University, ChinaJunliang Xing Chinese Academy of Sciences, ChinaHongkai Xiong Shanghai Jiao Tong University, ChinaChao Xu Tianjin University, ChinaMingliang Xu Zhengzhou University, ChinaYong Xu Harbin Institute of Technology, ChinaYong Xu South China University of Technology, ChinaXinshun Xu Shandong University, ChinaFeng Xue HeFei University of Technology, ChinaJianru Xue Xi’an Jiaotong University, ChinaYan Yan Xiamen University, ChinaDongming Yan Chinese Academy of Sciences, ChinaJunchi Yan IBM China Research Institute, ChinaBo Yan Fudan University, ChinaChenhui Yang Xiamen University, China

Organization XIII

Dong Yang Beijing Wisdom Eye Technology Inc., ChinaGongping Yang Shandong University, ChinaJian Yang Beijing Institute of Technology, ChinaJie Yang Shanghai Jiaotong University, ChinaJinfeng Yang Civil Aviation University of ChinaJufeng Yang Nankai University, ChinaLu Yang University of Electronic Science and Technology

of ChinaWankou Yang Southeast University, ChinaJian Yao Wuhan University, ChinaMao Ye University of Electronic Science and Technology

of ChinaXucheng Yin University of Science and Technology Beijing, ChinaYilong Yin Shandong University, ChinaXianghua Ying Peking University, ChinaXingang You Beijing Institute of Electronics Technology and

Application, ChinaXinge You Huazhong University of Science and Technology,

ChinaJian Yu Beijing Jiaotong University, ChinaShiqi Yu Shenzhen University, ChinaXiaoyi Yu Peking University, ChinaYe Yu HeFei University of Technology, ChinaZhiwen Yu South China University of Technology, ChinaJun Yu Hanzhou Electronic Science and Technology

University, ChinaJingyi Yu ShanghaiTech University, ChinaXiaotong Yuan Nanjing University of Information Science

and Technology, ChinaDi Zang Tongji University, ChinaHonggang Zhang Beijing University of Posts and Telecommunications,

ChinaJunping Zhang Fudan University, ChinaJunge Zhang Chinese Academy of Sciences, ChinaLin Zhang Tongji University, ChinaShihui Zhang Yanshan University, ChinaWei Zhang Fudan University, ChinaWei Zhang Shandong University, ChinaWenqiang Zhang Fudan University, ChinaXiaoyu Zhang Chinese Academy of Sciences, ChinaYan Zhang Nanjing University, ChinaYanning Zhang Northwestern Polytechnical University, ChinaYifan Zhang Chinese Academy of Sciences, ChinaYimin Zhang Intel China Research Center, ChinaYongdong Zhang Chinese Academy of Science, ChinaYunzhou Zhang Northeastern University

XIV Organization

Zhang Zhang Chinese Academy of Science, ChinaZhaoxiang Zhang Chinese Academy of Science, ChinaGuofeng Zhang Zhejiang University, ChinaYao Zhao Beijing Jiaotong University, ChinaCairong Zhao Tongji University, ChinaYang Zhao HeFei University of Technology, ChinaYuqian Zhao Central South UniversityWeishi Zheng Sun Yat-sen University, ChinaWenming Zheng Southeast UniversityBineng Zhong Huaqiao University, ChinaDexing Zhong Xi’an Jiaotong University, ChinaHanning Zhou Beijing Gourd Software Technology Inc., ChinaRigui Zhou Shanghai Maritime University, ChinaZhenfeng Zhu Beijing Jiaotong UniversityLiansheng Zhuang University of Science and Technology of ChinaBeiji Zou Central South UniversityWangmeng Zuo Harbin Institute of Technology, China

Sponsoring Institutions

Organization XV

XVI Organization

Organization XVII

Contents – Part II

Face and Posture Analysis

Projective Representation Learning for Discriminative Face Recognition . . . . 3Zuofeng Zhong, Zheng Zhang, and Yong Xu

Improved Face Verification with Simple Weighted Feature Combination . . . . 16Xinyu Zhang, Jiang Zhu, and Mingyu You

Pore-Scale Facial Features Matching Under 3D MorphableModel Constraint . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29

Xianxian Zeng, Dong Li, Yun Zhang, and Kin-Man Lam

Combination of Pyramid CNN Representation and Spatial-TemporalRepresentation for Facial Expression Recognition . . . . . . . . . . . . . . . . . . . . 40

Shulin Xu, Nan Pu, Li Qian, and Guoqiang Xiao

Robust Face Recognition Against Eyeglasses Interference by IntegratingLocal and Global Facial Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51

Hansheng Fang, Jie Wen, and Yong Xu

Face Recognition by Coarse-to-Fine Landmark Regressionwith Application to ATM Surveillance. . . . . . . . . . . . . . . . . . . . . . . . . . . . 62

Ya Li, Lingbo Liu, Liang Lin, and Qing Wang

An Efficient System for Partial Occluded Face Recognition . . . . . . . . . . . . . 74Haoxiang Zhang, Peng An, and Dexin Zhang

Image and Video Retrieval

Learning Shared and Specific Factors for Multi-modal Data . . . . . . . . . . . . . 89Qiyue Yin, Yan Huang, Shu Wu, and Liang Wang

Massively Parallel Image Index for Vocabulary Tree BasedImage Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99

Qingshan Xu, Kun Sun, Wenbing Tao, and Liman Liu

Hierarchical Hashing for Image Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . 111Cheng Yan, Xiao Bai, Jun Zhou, and Yun Liu

Visual Saliency Fusion Based Multi-feature for SemanticImage Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126

Jianan Chen, Cong Bai, Ling Huang, Zhi Liu,and Shengyong Chen

Unsupervised Multi-view Subspace Learningvia Maximizing Dependence. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137

Meixiang Xu, Zhenfeng Zhu, and Yao Zhao

Structured Multi-view Supervised Feature Selection Algorithm Research . . . . 149Caijuan Shi, Li-li Zhao, Liping Liu, Jian Liu, and Qi Tian

An Automatic Shoeprint Retrieval Method Using Neural Codesfor Commercial Shoeprint Scanners . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 158

Junjian Cui, Xiaorui Zhao, and Daixi Li

Uncovering the Effect of Visual Saliency on Image Retrieval . . . . . . . . . . . . 170Qinjie Zheng, Shikui Wei, Jia Li, Fei Yang, and Yao Zhao

Image Color and Texture

Shape-Color Differential Moment Invariants Under Affine Transforms. . . . . . 183Hanlin Mo, Shirui Li, You Hao, and Hua Li

Image Composition

A Novel Layer Based Image Fusion Approach via Transfer Learningand Coupled Dictionary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199

Kai Hu, Bin Sun, Qiao Deng, and Qi Yang

Local Saliency Extraction for Fusion of Visible and Infrared Images . . . . . . . 210Weiping Hua, Jufeng Zhao, Guangmang Cui, Xiaoli Gong,and Liyao Zhu

Distributed Compressive Sensing for Light Field ReconstructionUsing Structured Random Matrix . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222

Ningkai Yang, Guojun Dai, Wenhui Zhou, Hua Zhang,and Renbin Yang

Image Quality Assessment and Analysis

Stereoscopic Image Quality Assessment Based on Binocular Addingand Subtracting. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 237

Jiachen Yang, Bin Jiang, Chunqi Ji, Yinghao Zhu, and Wen Lu

XX Contents – Part II

Quality Assessment of Palm Vein Image Using Natural Scene Statistics . . . . 248Chunyi Wang, Xiongwei Sun, Wengong Dong, Zede Zhu,Shouguo Zheng, and Xinhua Zeng

An Error-Activation-Guided Blind Metric for Stitched Panoramic ImageQuality Assessment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 256

Luyu Yang, Jiang Liu, and Chenqiang Gao

Image Aesthetic Quality Evaluation Using Convolution Neural NetworkEmbedded Fine-Tune. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269

Yuxin Li, Yuanyuan Pu, Dan Xu, Wenhua Qian, and Lipeng Wang

High Capacity Reversible Data Hiding with Contrast Enhancement . . . . . . . . 284Yonggwon Ri, Jing Dong, Wei Wang, and Tieniu Tan

Rank Learning for Dehazed Image Quality Assessment . . . . . . . . . . . . . . . . 295Jingjing Yao, Wen Lu, Lihuo He, and Xinbo Gao

Image Restoration

A Low-Rank Total-Variation Regularized Tensor Completion Algorithm . . . . 311Liangchen Song, Bo Du, Lefei Zhang, and Liangpei Zhang

Nighttime Haze Removal with Fusion Atmospheric Lightand Improved Entropy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 323

Xing Jin, Xiang Yang, Jingjing Zhang, and Zhicheng Li

Light Field Super-Resolution Using Cross-Resolution Input Basedon PatchMatch and Learning Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . 334

Mandan Zhao, Xiangyang Hao, Chuanqi Cheng, and Jiansheng Li

A New Image Sparse Reconstruction Method for MixedGaussian-Poisson Noise with Multiple Constraints. . . . . . . . . . . . . . . . . . . . 345

Ziling Wu, Hongxia Gao, Yongfei Chen, and Hui Kang

Face Video Super-Resolution with Identity Guided GenerativeAdversarial Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 357

Dingyi Li and Zengfu Wang

Exemplar-Based Pixel by Pixel Inpainting Based on Patch Shift . . . . . . . . . . 370Zhenping Qiang, Libo He, and Dan Xu

GAN Based Sample Simulation for SEM-Image Super Resolution . . . . . . . . 383Maoke Yang, Guoqing Li, Chang Shu, Pan Zhao, and Hua Han

PSO-Based Single Image Defogging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 394Fan Guo, Lijue Liu, and Jin Tang

Contents – Part II XXI

Adaptive Measurement Network for CS Image Reconstruction . . . . . . . . . . . 407Xuemei Xie, Yuxiang Wang, Guangming Shi, Chenye Wang,Jiang Du, and Xiao Han

Image Segmentation and Classification

A Band Grouping Based LSTM Algorithm for HyperspectralImage Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 421

Yonghao Xu, Bo Du, Liangpei Zhang, and Fan Zhang

A Self-adaptive Cascade ConvNets Model Based on Three-WayDecision Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433

Wen Shen, Zhihua Wei, Cairong Zhao, and Duoqian Miao

Saliency Detection via CNN Coarse Learning and Compactness BasedELM Refinement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 445

Ruirui Li, Shihao Sun, Lei Yang, and Wei Hu

PreNet: Parallel Recurrent Neural Networks for Image Classification . . . . . . . 461Junbo Wang, Wei Wang, Liang Wang, and Tieniu Tan

Person Re-identification Based on Body Segmentation. . . . . . . . . . . . . . . . . 474Hua Jiang and Liang Zhang

Bidirectional Adaptive Feature Fusion for Remote Sensing SceneClassification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 486

Weijun Ji, Xuelong Li, and Xiaoqiang Lu

Local Features Based Level Set Method for Segmentation of Imageswith Intensity Inhomogeneity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 498

Hai Min, Li Xia, Qianqian Pan, Hao Fu, Hongzhi Wang,and Hai Li

Joint Supervision for Discriminative Feature Learning in ConvolutionalNeural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 509

Jianyuan Guo, Yuhui Yuan, and Chao Zhang

Instance Semantic Segmentation via Scale-Aware Patch Fusion Network . . . . 521Jinfu Yang, Jingling Zhang, Mingai Li, and Meijie Wang

A Multi-size Kernels CNN with Eye Movement Guided Task-SpecificInitialization for Aurora Image Classification . . . . . . . . . . . . . . . . . . . . . . . 533

Bing Han, Fuyue Chu, Xinbo Gao, and Yue Yan

Text Extraction for Historical Tibetan Document Images Basedon Connected Component Analysis and Corner Point Detection . . . . . . . . . . 545

Xiqun Zhang, Lijuan Duan, Longlong Ma, and Jian Wu

XXII Contents – Part II

Image-Text Dual Model for Small-Sample Image Classification . . . . . . . . . . 556Fangyi Zhu, Xiaoxu Li, Zhanyu Ma, Guang Chen, Pai Peng,Xiaowei Guo, Jen-Tzung Chien, and Jun Guo

Learning Deep Feature Fusion for Group Images Classification. . . . . . . . . . . 566Wenting Zhao, Yunhong Wang, Xunxun Chen, Yuanyan Tang,and Qingjie Liu

Discriminative Region Guided Deep Neural Network Towards FoodImage Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 577

Yali Chen, Yanping Yang, Qing Fang, and Xiaoyu Yao

Image-Based Modeling

ARSAC: Robust Model Estimation via Adaptively RankedSample Consensus. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 591

Rui Li, Jinqiu Sun, Yu Zhu, Haisen Li, and Yanning Zhang

Sparse Softmax Vector Coding Based Deep Cascade Model . . . . . . . . . . . . . 603Ji Liu and Lei Zhang

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 615

Contents – Part II XXIII