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Computer Vision and Image Processing

7th International Conference, CVIP 2022, Nagpur, India, November 4–6, 2022, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Deep Gupta

    1. Visvesvaraya National Institute of Technology Nagpur, Nagpur, India

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  2. Kishor Bhurchandi

    1. Visvesvaraya National Institute of Technology Nagpur, Nagpur, India

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  3. Subrahmanyam Murala

    1. Indian Institute of Technology Ropar, Rupnagar, India

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  4. Balasubramanian Raman

    1. Indian Institute of Technology Roorkee, Roorkee, India

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  5. Sanjeev Kumar

    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 1776)

Included in the following conference series:

Conference proceedings info: CVIP 2022.

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Table of contents (54 papers)

  1. Front Matter

    Pages i-xxviii
    Download chapter PDF

  2. Anomaly Detection in ATM Vestibules Using Three-Stream Deep Learning Approach

    • Mehant Kammakomati, Suryadevara Deepak Chowdary, Srikanth Naik Varthya, Karthick Seshadri
    Pages 1-12

  3. MIS-Net: A Deep Residual Network Based on Memorised Pooling Indices for Medical Image Segmentation

    • Emerson Nithiyaraj E., Arivazhagan Selvaraj
    Pages 13-28

  4. HD-VAE-GAN: Hiding Data with Variational Autoencoder Generative Adversarial Networks

    • Rohit Gandikota, Deepak Mishra
    Pages 29-43

  5. Share-GAN: A Novel Shared Task Training in Generative Adversarial Networks for Data Hiding

    • Rohit Gandikota, Deepak Mishra
    Pages 44-57

  6. Hiding Video in Images: Harnessing Adversarial Learning on Deep 3D-Spatio-Temporal Convolutional Neural Networks

    • Rohit Gandikota, Deepak Mishra, Nik Bear Brown
    Pages 58-71

  7. An Explainable Transfer Learning Based Approach for Detecting Face Mask

    • T. Anjali, V. Masilamani
    Pages 72-86

  8. Left Ventricle Segmentation of 2D Echocardiography Using Deep Learning

    • Swati Upadhyay, A. Shamla Beevi, Saidalavi Kalady
    Pages 87-98

  9. Multi Modal 2-D Canvas Based Gallery Content Retrieval

    • Pragya Paramita Sahu, Vikrant Singh, Viswanath Veera
    Pages 99-114

  10. A Segmentation Based Robust Fractional Variational Model for Motion Estimation

    • Pushpendra Kumar, Muzammil Khan, Nitish Kumar Mahala
    Pages 115-128

  11. FlashGAN: Generating Ambient Images from Flash Photographs

    • Abdul Wasi, Iktaj Singh Bhinder, O. Jeba Shiney, Mahesh Krishnananda Prabhu, L. Ramesh Kumar
    Pages 129-140

  12. CT Image Synthesis from MR Image Using Edge-Aware Generative Adversarial Network

    • Jiffy Joseph, Rita Prasanth, Sebin Abraham Maret, P. N. Pournami, P. B. Jayaraj, Niyas Puzhakkal
    Pages 141-153

  13. Modified Scaled-YOLOv4: Soccer Player and Ball Detection for Real Time Implementation

    • Banoth Thulasya Naik, Mohammad Farukh Hashmi, Avinash G. Keskar
    Pages 154-165

  14. CandidNet: A Novel Framework for Candid Moments Detection

    • Gaurav Ramola, Nikhar Maheshwari, Sudha Velusamy
    Pages 166-180

  15. Cost Efficient Defect Detection in Bangle Industry Using Transfer Learning

    • Anuranjan Dubey, Abhinandan Dubey
    Pages 181-194

  16. Single Image Dehazing Using Multipath Networks Based on Chain of U-Nets

    • S. Deivalakshmi, J. Sudaroli Sandana
    Pages 195-208

  17. Leveraging Tri-Planar Views and Weighted Average Fusion Technique to Classify Lung Nodule Malignancy

    • Samiksha Gupta, Satish Kumar Singh, Xiaoyi Jiang
    Pages 209-223

  18. A Bayesian Approach to Gaussian-Impulse Noise Removal Using Hessian Norm Regularization

    • Suman Kumar Maji, Anirban Saha
    Pages 224-234

  19. DeepTemplates: Object Segmentation Using Shape Templates

    • Nikhar Maheshwari, Gaurav Ramola, Sudha Velusamy, Raviprasad Mohan Kini
    Pages 235-245

  20. Data-Centric Approach to SAR-Optical Image Translation

    • Paritosh Tiwari, Muneendra Ojha
    Pages 246-260
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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 1776-1777) constitutes the refereed proceedings of the 7th International Conference on Computer Vision and Image Processing, CVIP 2022, held in Nagpur, India, November 4–6, 2022.

The 110 full papers and 11 short papers were carefully reviewed and selected from 307 submissions. Out of 121 papers, 109 papers are included in this book. The topical scope of the two-volume set focuses on Medical Image  Analysis,  Image/  Video  Processing  for  Autonomous  Vehicles,  Activity Detection/  Recognition,  Human  Computer  Interaction,  Segmentation  and  Shape Representation,  Motion  and  Tracking,  Image/  Video  Scene  Understanding,  Image/Video  Retrieval,  Remote  Sensing,  Hyperspectral  Image  Processing,  Face,  Iris, Emotion, Sign Language and Gesture Recognition, etc.



Editors and Affiliations

  • Visvesvaraya National Institute of Technology Nagpur, Nagpur, India

    Deep Gupta, Kishor Bhurchandi

  • Indian Institute of Technology Ropar, Rupnagar, India

    Subrahmanyam Murala

  • Indian Institute of Technology Roorkee, Roorkee, India

    Balasubramanian Raman, Sanjeev Kumar

Bibliographic Information

  • Book Title: Computer Vision and Image Processing

  • Book Subtitle: 7th International Conference, CVIP 2022, Nagpur, India, November 4–6, 2022, Revised Selected Papers, Part I

  • Editors: Deep Gupta, Kishor Bhurchandi, Subrahmanyam Murala, Balasubramanian Raman, Sanjeev Kumar

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-031-31407-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-31406-3Published: 07 May 2023

  • eBook ISBN: 978-3-031-31407-0Published: 06 May 2023

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XXVIII, 738

  • Number of Illustrations: 51 b/w illustrations, 278 illustrations in colour

  • Topics: Computer Imaging, Vision, Pattern Recognition and Graphics

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