Pattern Recognition and Machine Intelligence - 7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings

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.

List of contents

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.- Applications of pattern recognition and machine intelligence.

Summary

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.

Product details

• Assisted by: Kunta Ghosh (Editor), Kuntal Ghosh (Editor), Deba Prasad Mandal (Editor), Sankar K. Pal (Editor), Deba Prasad Mandal et al (Editor), Shubhra Sankar Ray (Editor), B. Uma Shankar (Editor), David Zhang (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 30.11.2017
• EAN: 9783319698991
• ISBN: 978-3-31-969899-1
• No. of pages: 695
• Dimensions: 157 mm x 35 mm x 234 mm
• Weight: 1077 g
• Illustrations: XXVIII, 695 p. 238 illus.
• Series: Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics; Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; C, Künstliche Intelligenz, machine learning, Artificial Intelligence, Mustererkennung, Natürliche Sprachen und maschinelle Übersetzung, Maschinelles Sehen, Bildverstehen, computer science, Computer Vision, Image Processing and Computer Vision, pattern recognition, Signal Processing, Optical data processing, Image processing, Biometrics, Biometrics (Biology), Natural language & machine translation, Natural Language Processing (NLP), Natural language processing (Computer science), Special purpose computers, Special Purpose and Application-Based Systems, image segmentation, Support Vector Machines (SVM), classifiers