Image Processing, Computer Vision, Pattern Recognition, and Graphics

Pattern Recognition and Machine Intelligence

7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings

Editors: Shankar, B.U., Ghosh, K., Mandal, D.P., Ray, S.S., Zhang, D., Pal, S.K. (Eds.)

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eBook £51.99
price for United Kingdom (gross)
  • ISBN 978-3-319-69900-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
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  • Immediate eBook download after purchase
Softcover £65.99
price for United Kingdom (gross)
  • ISBN 978-3-319-69899-1
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About this book


This book constitutes the proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2017,held in Kolkata, India, in December 2017.
The total of 86 full papers presented in this volume were carefully reviewed and selected from 293 submissions. They were organized in topical sections named: pattern recognition and machine learning; signal and image processing; computer vision and video processing; soft and natural computing; speech and natural language processing; bioinformatics and computational biology; data mining and big data analytics; deep learning; spatial data science and engineering; and applications of pattern recognition and machine intelligence.

Table of contents (11 chapters)

  • Improving the Performance of Deep Learning Based Speech Enhancement System Using Fuzzy Restricted Boltzmann Machine

    Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh

    Pages

  • mRMR+: An Effective Feature Selection Algorithm for Classification

    Hussain A. Chowdhury, Dhruba K. Bhattacharyya

    Pages

  • Two-Stream Convolutional Network with Multi-level Feature Fusion for Categorization of Human Action from Videos

    Prateep Bhattacharjee, Sukhendu Das

    Pages

  • Effectiveness of Representation and Length Variation of Shortest Paths in Graph Classification

    Asif Salim, S. S. Shiju, S. Sumitra

    Pages

  • Third Order Backward Elimination Approach for Fuzzy-Rough Set Based Feature Selection

    Soumen Ghosh, P. S. V. S. Sai Prasad, C. Raghavendra Rao

    Pages

Buy this book

eBook £51.99
price for United Kingdom (gross)
  • ISBN 978-3-319-69900-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover £65.99
price for United Kingdom (gross)
  • ISBN 978-3-319-69899-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition and Machine Intelligence
Book Subtitle
7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings
Editors
  • B. Uma Shankar
  • Kuntal Ghosh
  • Deba Prasad Mandal
  • Shubhra Sankar Ray
  • David Zhang
  • Sankar K. Pal
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10597
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-69900-4
DOI
10.1007/978-3-319-69900-4
Softcover ISBN
978-3-319-69899-1
Edition Number
1
Number of Pages
XXVIII, 695
Number of Illustrations and Tables
238 b/w illustrations
Topics