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Pattern Recognition and Machine Intelligence

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

  • B. Uma Shankar
  • Kuntal Ghosh
  • Deba Prasad Mandal
  • Shubhra Sankar Ray
  • David Zhang
  • Sankar K. Pal
Conference proceedings PReMI 2017

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10597)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 10597)

Table of contents

  1. Front Matter
    Pages I-XXVIII
    PDF

  2. Invited Talks

    1. Front Matter
      Pages 1-1
      PDF
    2. An Incremental Fast Policy Search Using a Single Sample Path
      Ajin George Joseph, Shalabh Bhatnagar
      Pages 3-10
    3. Biometric Counter-Spoofing for Mobile Devices Using Gaze Information
      Asad Ali, Nawal Alsufyani, Sanaul Hoque, Farzin Deravi
      Pages 11-18

  3. Pattern Recognition and Machine Learning

    1. Front Matter
      Pages 19-19
      PDF
    2. kNN Classification with an Outlier Informative Distance Measure
      Gautam Bhattacharya, Koushik Ghosh, Ananda S. Chowdhury
      Pages 21-27
    3. Tree-Based Structural Twin Support Tensor Clustering with Square Loss Function
      Reshma Rastogi, Sweta Sharma
      Pages 28-34
    4. Kernel Entropy Discriminant Analysis for Dimension Reduction
      Aditya Mehta, C. Chandra Sekhar
      Pages 35-42
    5. A New Method to Address Singularity Problem in Multimodal Data Analysis
      Ankita Mandal, Pradipta Maji
      Pages 43-51
    6. Label Correlation Propagation for Semi-supervised Multi-label Learning
      Aritra Ghosh, C. Chandra Sekhar
      Pages 52-60
    7. Formulation of Two Stage Multiple Kernel Learning Using Regression Framework
      S. S. Shiju, Asif Salim, S. Sumitra
      Pages 61-68
    8. A Two-Stage Conditional Random Field Model Based Framework for Multi-Label Classification
      Abhiram Kumar Singh, C. Chandra Sekhar
      Pages 69-76
    9. A Matrix Factorization & Clustering Based Approach for Transfer Learning
      V. Sowmini Devi, Vineet Padmanabhan, Arun K. Pujari
      Pages 77-83

  4. Signal and Image Processing

    1. Front Matter
      Pages 85-85
      PDF
    2. Feature Selection and Fuzzy Rule Mining for Epileptic Patients from Clinical EEG Data
      Abhijit Dasgupta, Losiana Nayak, Ritankar Das, Debasis Basu, Preetam Chandra, Rajat K. De
      Pages 87-95
    3. Selection of Relevant Electrodes Based on Temporal Similarity for Classification of Motor Imagery Tasks
      Jyoti Singh Kirar, Ayesha Choudhary, R. K. Agrawal
      Pages 96-102
    4. Automated Measurement of Translational Margins and Rotational Shifts in Pelvic Structures Using CBCT Images of Rectal Cancer Patients
      Sai Phani Kumar Malladi, Bijju Kranthi Veduruparthi, Jayanta Mukherjee, Partha Pratim Das, Saswat Chakrabarti, Indranil Mallick
      Pages 103-109
    5. Exploring the Scope of HSV Color Channels Towards Simple Shadow Contour Detection
      Jayeeta Saha, Arpitam Chatterjee
      Pages 110-115
    6. Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts
      Rahul Pramanik, Soumen Bag
      Pages 116-123
    7. Object Segmentation in Texture Images Using Texture Gradient Based Active Contours
      Priyambada Subudhi, Susanta Mukhopadhyay
      Pages 124-131
    8. A Variance Based Image Binarization Scheme and Its Application in Text Segmentation
      Ranjit Ghoshal, Aditya Saha, Sayan Das
      Pages 132-138

  5. Computer Vision and Video Processing

    1. Front Matter
      Pages 139-139
      PDF
    2. Variants of Locality Preserving Projection for Modular Face and Facial Expression Recognition
      Gitam Shikkenawis, Suman K. Mitra
      Pages 141-147
    3. A Robust Color Video Watermarking Technique Using DWT, SVD and Frame Difference
      Sai Shyam Sharma, Sanik Thapa, Chaitanya Pavan Tanay
      Pages 148-154
    4. Aggregated Channel Features with Optimum Parameters for Pedestrian Detection
      Blossom Treesa Bastian, C. Victor Jiji
      Pages 155-161
    5. Object Tracking with Classification Score Weighted Histogram of Sparse Codes
      Mathew Francis, Prithwijit Guha
      Pages 162-169
    6. A Machine Learning Inspired Approach for Detection, Recognition and Tracking of Moving Objects from Real-Time Video
      Anit Chakrabory, Sayandip Dutta
      Pages 170-178
    7. Does Rotation Influence the Estimated Contour Length of a Digital Object?
      Sabyasachi Mukherjee, Oishila Bandyopadhyay, Arindam Biswas, Bhargab B. Bhattacharya
      Pages 179-186
    8. Abnormal Crowd Behavior Detection Based on Combined Approach of Energy Model and Threshold
      Madhura Halbe, Vibha Vyas, Yogita M. Vaidya
      Pages 187-195
    9. Unsupervised Feature Descriptors Based Facial Tracking over Distributed Geospatial Subspaces
      Shubham Dokania, Ayush Chopra, Feroz Ahmad, S. Indu, Santanu Chaudhury
      Pages 196-202
    10. Face Detection Based on Frequency Domain Features
      B. H. Shekar, D. S. Rajesh
      Pages 203-211
    11. A Study on the Properties of 3D Digital Straight Line Segments
      Mousumi Dutt, Somrita Saha, Arindam Biswas
      Pages 212-218
    12. Unlocking the Mechanism of Devanagari Letter Identification Using Eye Tracking
      Chetan Ralekar, Tapan K. Gandhi, Santanu Chaudhury
      Pages 219-226
    13. Video Stabilization Using Sliding Frame Window
      Keerthan S. Shagrithaya, Eeshwar Gurushankar, Deepak Srikanth, Pravin Bhaskar Ramteke, Shashidhar G. Koolagudi
      Pages 227-232
    14. Palmprint and Finger Knuckle Based Person Authentication with Random Forest via Kernel-2DPCA
      Gaurav Jaswal, Amit Kaul, Ravinder Nath
      Pages 233-240

  6. Soft and Natural Computing

    1. Front Matter
      Pages 241-241
      PDF
    2. A Fuzzy-LP Approach in Time Series Forecasting
      Pritpal Singh, Gaurav Dhiman
      Pages 243-253
    3. Third Order Backward Elimination Approach for Fuzzy-Rough Set Based Feature Selection
      Soumen Ghosh, P. S. V. S. Sai Prasad, C. Raghavendra Rao
      Pages 254-262
    4. A Novel OCR System Based on Rough Set Semi-reduct
      Ushasi Chaudhuri, Partha Bhowmick, Jayanta Mukherjee
      Pages 263-269
    5. Rough Set Rules Determine Disease Progressions in Different Groups of Parkinson’s Patients
      Andrzej W. Przybyszewski, Stanislaw Szlufik, Piotr Habela, Dariusz M. Koziorowski
      Pages 270-275
    6. Adversarial Optimization of Indoor Positioning System Using Differential Evolution
      Feroz Ahmad, Sreedevi Indu
      Pages 276-281
    7. Fast Convergence to Near Optimal Solution for Job Shop Scheduling Using Cat Swarm Optimization
      Vivek Dani, Aparna Sarswat, Vishnu Swaroop, Shridhar Domanal, Ram Mohana Reddy Guddeti
      Pages 282-288
    8. Music-Induced Emotion Classification from the Prefrontal Hemodynamics
      Pallabi Samanta, Diptendu Bhattacharya, Amiyangshu De, Lidia Ghosh, Amit Konar
      Pages 289-295

  7. Speech and Natural Language Processing

    1. Front Matter
      Pages 297-297
      PDF
    2. Analysis of Features and Metrics for Alignment in Text-Dependent Voice Conversion
      Nirmesh J. Shah, Hemant A. Patil
      Pages 299-307
    3. Effectiveness of Mel Scale-Based ESA-IFCC Features for Classification of Natural vs. Spoofed Speech
      Madhu R. Kamble, Hemant A. Patil
      Pages 308-316
    4. Novel Phase Encoded Mel Filterbank Energies for Environmental Sound Classification
      Rishabh N. Tak, Dharmesh M. Agrawal, Hemant A. Patil
      Pages 317-325
    5. An Adaptive i-Vector Extraction for Speaker Verification with Short Utterance
      Arnab Poddar, Md Sahidullah, Goutam Saha
      Pages 326-332
    6. Spoken Keyword Retrieval Using Source and System Features
      Maulik C. Madhavi, Hemant A. Patil, Nikhil Bhendawade
      Pages 333-341
    7. Novel Gammatone Filterbank Based Spectro-Temporal Features for Robust Phoneme Recognition
      Ankit Nagpal, Hemant A. Patil
      Pages 342-350

About these proceedings

Introduction


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.

Keywords

Machine learning algorithms Supervised learning Unsupervised learning Neural networks Natural language processing Computer vision problems Data Mining Data analytics Bioinformatics Speech recognition Biometrics Computational biology Mathematics and Statistics Artificial Intelligence image processing machine learning Support Vector Machines (SVM) signal processing image segmentation classifiers

Editors and affiliations

  1. 1.Indian Statistical InstituteKolkataIndia
  2. 2.Indian Statistical InstituteKolkataIndia
  3. 3.Indian Statistical InstituteKolkataIndia
  4. 4.Indian Statistical InstituteKolkataIndia
  5. 5.The Hong Kong Polytechnic UniversityHong KongChina
  6. 6.Indian Statistical InstituteKolkataIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-69900-4
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-69899-1
  • Online ISBN 978-3-319-69900-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site