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Intelligence Science and Big Data Engineering. Image and Video Data Engineering

5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Xiaofei He

    1. Zhejiang University, Hangzhou, China

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  2. Xinbo Gao

    1. Xidian University, Xi'an, China

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  3. Yanning Zhang

    1. Northwestern Polytechnical University, Shaanxi, China

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  4. Zhi-Hua Zhou

    1. Nanjing University, Nanjing, China

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  5. Zhi-Yong Liu

    1. Chinese Academy of Sciences, Beijing, China

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  6. Baochuan Fu

    1. Suzhou University of Science and Technology, Suzhou, China

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  7. Fuyuan Hu

    1. Suzhou University of Science and Technology, Jiangsu, China

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  8. Zhancheng Zhang

    1. Suzhou University of Science and Technology, Jiangsu, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9242)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: IScIDE 2015.

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Table of contents (65 papers)

  1. Front Matter

    Pages I-XIX
    Download chapter PDF

  2. Fast and Accurate Text Detection in Natural Scene Images

    • Chengqiu Xiao, Lixin Ji, Chao Gao, Shaomei Li
    Pages 1-10

  3. Orthogonal Procrustes Problem Based Regression with Application to Face Recognition with Pose Variations

    • Ying Tai, Jian Yang, Lei Luo, Jianjun Qian
    Pages 11-19

  4. A New Fisher Discriminative K-SVD Algorithm for Face Recognition

    • Hao Zheng
    Pages 20-28

  5. Learning Sparse Features in Convolutional Neural Networks for Image Classification

    • Wei Luo, Jun Li, Wei Xu, Jian Yang
    Pages 29-38

  6. Semi Random Patches Sampling Based on Spatio-temporal Information for Facial Expression Recognition

    • Haiying Xia
    Pages 39-49

  7. Band Selection of Hyperspectral Imagery Using a Weighted Fast Density Peak-Based Clustering Approach

    • Sen Jia, Guihua Tang, Jie Hu
    Pages 50-59

  8. Modified Supervised Kernel PCA for Gender Classification

    • Yishi Wang, Cuixian Chen, Valerie Watkins, Karl Ricanek
    Pages 60-71

  9. Fast Film Genres Classification Combining Poster and Synopsis

    • Zhikang Fu, Bing Li, Jun Li, Shuhua Wei
    Pages 72-81

  10. A Heterogeneous Image Transformation Based Synthesis Framework for Face Sketch Aging

    • Shengchuan Zhang, Nannan Wang, Jie Li, Xinbo Gao
    Pages 82-89

  11. A Novel Image Segmentation Algorithm Based on Improved Active Contour Model

    • Jiasheng Song, Leyang Dai, Yongjian Wang, Di Sun
    Pages 90-99

  12. Supervised Spectral Embedding for Human Pose Estimation

    • Yukun Guo, Zhonggui Chen, Jun Yu
    Pages 100-109

  13. Matrix Based Regression with Local Position-Patch and Nonlocal Similarity for Face Hallucination

    • Guangwei Gao, Jian Yang
    Pages 110-117

  14. Facial Occlusion Detection via Structural Error Metrics and Clustering

    • Xiao-Xin Li, Ronghua Liang, Jiaquan Gao, Haixia Wang
    Pages 118-127

  15. Graph Regularized Structured Sparse Subspace Clustering

    • Cong-Zhe You, Xiao-Jun Wu
    Pages 128-136

  16. Precise Image Matching: A Similarity Measure Approach

    • Dan Yu, Zhipeng Ye, Wei Zhao, Xianglong Tang
    Pages 137-144

  17. Assigning PLS Based Descriptors by SVM in Action Recognition

    • Jiayu Sheng, Biyun Sheng, Wankou Yang, Changyin Sun
    Pages 145-153

  18. Coupled Dictionary Learning with Common Label Alignment for Cross-Modal Retrieval

    • Xu Tang, Yanhua Yang, Cheng Deng, Xinbo Gao
    Pages 154-162

  19. Combining Active Learning and Semi-Supervised Learning Based on Extreme Learning Machine for Multi-class Image Classification

    • Jinhua Liu, Hualong Yu, Wankou Yang, Changyin Sun
    Pages 163-175

  20. Multi-modal Retrieval via Deep Textual-Visual Correlation Learning

    • Jun Song, Yueyang Wang, Fei Wu, Weiming Lu, Siliang Tang, Yueting Zhuang
    Pages 176-185
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Other volumes

  1. Intelligence Science and Big Data Engineering. Image and Video Data Engineering

  2. Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques

Keywords

About this book

The two-volume set LNCS 9242 + 9243 constitutes the proceedings of the 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015, held in Suzhou, China, in June 2015. 

The total of 126 papers presented in the proceedings was carefully reviewed and selected from 416 submissions. They deal with big data, neural networks, image processing, computer vision, pattern recognition and graphics, object detection, dimensionality reduction and manifold learning, unsupervised learning and clustering, anomaly detection, semi-supervised learning.

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Editors and Affiliations

  • Zhejiang University, Hangzhou, China

    Xiaofei He

  • Xidian University, Xi'an, China

    Xinbo Gao

  • Northwestern Polytechnical University, Shaanxi, China

    Yanning Zhang

  • Nanjing University, Nanjing, China

    Zhi-Hua Zhou

  • Chinese Academy of Sciences, Beijing, China

    Zhi-Yong Liu

  • Suzhou University of Science and Technology, Suzhou, China

    Baochuan Fu

  • Suzhou University of Science and Technology, Jiangsu, China

    Fuyuan Hu, Zhancheng Zhang

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