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Computer Vision and Image Processing

4th International Conference, CVIP 2019, Jaipur, India, September 27–29, 2019, Revised Selected Papers, Part II

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Neeta Nain

    1. Malaviya National Institute of Technology, Jaipur, India

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  2. Santosh Kumar Vipparthi

    1. Malaviya National Institute of Technology, Jaipur, India

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  3. Balasubramanian Raman

    1. Indian Institute of Technology Roorkee, Roorkee, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1148)

Included in the following conference series:

Conference proceedings info: CVIP 2019.

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Table of contents (45 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Neural Network

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Denoising Images with Varying Noises Using Autoencoders

      • Snigdha Agarwal, Ayushi Agarwal, Maroti Deshmukh
      Pages 3-14

    3. Image Aesthetics Assessment Using Multi Channel Convolutional Neural Networks

      • Nishi Doshi, Gitam Shikkenawis, Suman K. Mitra
      Pages 15-24

    4. Profession Identification Using Handwritten Text Images

      • Parveen Kumar, Manu Gupta, Mayank Gupta, Ambalika Sharma
      Pages 25-35

    5. A Study on Deep Learning for Breast Cancer Detection in Histopathological Images

      • Oinam Vivek Singh, Prakash Choudhary, Khelchandra Thongam
      Pages 36-48

    6. Face Presentation Attack Detection Using Multi-classifier Fusion of Off-the-Shelf Deep Features

      • Raghavendra Ramachandra, Jag Mohan Singh, Sushma Venkatesh, Kiran Raja, Christoph Busch
      Pages 49-61

    7. Vision-Based Malware Detection and Classification Using Lightweight Deep Learning Paradigm

      • S. Abijah Roseline, G. Hari, S. Geetha, R. Krishnamurthy
      Pages 62-73

    8. A Deep Neural Network Classifier Based on Belief Theory

      • Minny George, Praveen Sankaran
      Pages 74-85

    9. Real-Time Driver Drowsiness Detection Using Deep Learning and Heterogeneous Computing on Embedded System

      • Shivam Khare, Sandeep Palakkal, T. V. Hari Krishnan, Chanwon Seo, Yehoon Kim, Sojung Yun et al.
      Pages 86-97

    10. A Comparative Analysis for Various Stroke Prediction Techniques

      • M. Sheetal Singh, Prakash Choudhary, Khelchandra Thongam
      Pages 98-106

    11. A Convolutional Fuzzy Min-Max Neural Network for Image Classification

      • Trupti R. Chavan, Abhijeet V. Nandedkar
      Pages 107-116

    12. Anomalous Event Detection and Localization Using Stacked Autoencoder

      • Suprit D. Bansod, Abhijeet V. Nandedkar
      Pages 117-129

    13. Kernel Variants of Extended Locality Preserving Projection

      • Pranjal Bhatt, Sujata, Suman K. Mitra
      Pages 130-142

    14. DNN Based Adaptive Video Streaming Using Combination of Supervised Learning and Reinforcement Learning

      • Karan Rakesh, Luckraj Shrawan Kumar, Rishabh Mittar, Prasenjit Chakraborty, P. A. Ankush, Sai Krishna Gairuboina
      Pages 143-154

    15. A Deep Convolutional Neural Network Based Approach to Extract and Apply Photographic Transformations

      • Mrinmoy Sen, Prasenjit Chakraborty
      Pages 155-162

    16. Video Based Deception Detection Using Deep Recurrent Convolutional Neural Network

      • Sushma Venkatesh, Raghavendra Ramachandra, Patrick Bours
      Pages 163-169

    17. Deep Demosaicing Using ResNet-Bottleneck Architecture

      • Divakar Verma, Manish Kumar, Srinivas Eregala
      Pages 170-179

    18. Psychological Stress Detection Using Deep Convolutional Neural Networks

      • Kaushik Sardeshpande, Vijaya R. Thool
      Pages 180-189

    19. Video Colorization Using CNNs and Keyframes Extraction: An Application in Saving Bandwidth

      • Ankur Singh, Anurag Chanani, Harish Karnick
      Pages 190-198
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Other volumes

  1. Computer Vision and Image Processing

  2. Computer Vision and Image Processing

Keywords

About this book

This two-volume set (CCIS 1147, CCIS 1148) constitutes the refereed proceedings of the 4th International Conference on Computer Vision and Image Processing. held in Jaipur, India, in September 2019. 

The 73 full papers and 10 short papers were carefully reviewed and selected from 202 submissions. The papers are organized by the topical headings in two parts. 
Part I: Biometrics;  Computer Forensic; Computer Vision; Dimension Reduction; Healthcare Information Systems; Image Processing; Image segmentation; Information Retrieval; Instance based learning; Machine Learning.
Part II: ​Neural Network; Object Detection; Object Recognition; Online Handwriting Recognition; Optical Character Recognition; Security and Privacy; Unsupervised Clustering. 

Editors and Affiliations

  • Malaviya National Institute of Technology, Jaipur, India

    Neeta Nain, Santosh Kumar Vipparthi

  • Indian Institute of Technology Roorkee, Roorkee, India

    Balasubramanian Raman

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