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Computer Vision and Image Processing

6th International Conference, CVIP 2021, Rupnagar, India, December 3–5, 2021, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2022

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Editors:
  1. Balasubramanian Raman

    1. Indian Institute of Technology Roorkee, Roorkee, India

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  2. Subrahmanyam Murala

    1. Indian Institute of Technology Ropar, Ropar, India

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  3. Ananda Chowdhury

    1. Jadavpur University, Kolkata, India

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  4. Abhinav Dhall

    1. Indian Institute of Technology Ropar, Ropar, India

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  5. Puneet Goyal

    1. Indian Institute of Technology Ropar, Ropar, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1567)

Included in the following conference series:

Conference proceedings info: CVIP 2021.

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Table of contents (50 papers)

  1. Front Matter

    Pages i-xxxi
    Download chapter PDF

  2. Classification of Brain Tumor MR Images Using Transfer Learning and Machine Learning Models

    • LillyMaheepa Pavuluri, Malaya Kumar Nath
    Pages 1-9

  3. Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition and Conversion to Speech Using Deep Learning

    • Bisakh Mondal, Shuvayan Ghosh Dastidar, Nibaran Das
    Pages 10-20

  4. Computer Aided Diagnosis of Autism Spectrum Disorder Based on Thermal Imaging

    • Kavya Ganesh, Snekhalatha Umapathy, Palani Thanaraj Krishnan
    Pages 21-32

  5. Efficient High-Resolution Image-to-Image Translation Using Multi-Scale Gradient U-Net

    • Kumarapu Laxman, Shiv Ram Dubey, Baddam Kalyan, Satya Raj Vineel Kojjarapu
    Pages 33-44

  6. Generic Multispectral Image Demosaicking Algorithm and New Performance Evaluation Metric

    • Vishwas Rathi, Puneet Goyal
    Pages 45-57

  7. A Platform for Large Scale Auto Annotation of Scanned Documents Featuring Real-Time Model Building and Model Pooling

    • Komuravelli Prashanth, Boyalakuntla Kowndinya, Chilaka Vijay, Dande Teja, Vidya Rodge, Ramya Velaga et al.
    Pages 58-70

  8. AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images

    • Anirudh Ambati, Shiv Ram Dubey
    Pages 71-82

  9. Application of Deep Learning Techniques for Prostate Cancer Grading Using Histopathological Images

    • Mahesh Gour, Sweta Jain, Uma Shankar
    Pages 83-94

  10. Dyadic Interaction Recognition Using Dynamic Representation and Convolutional Neural Network

    • R. Newlin Shebiah, S. Arivazhagan
    Pages 95-106

  11. Segmentation of Unstructured Scanned Devanagari Newspaper Documents

    • Rupinder Pal Kaur, Munish Kumar, M. K. Jindal
    Pages 107-117

  12. Automatic Classification of Sedimentary Rocks Towards Oil Reservoirs Detection

    • Anu Singha, Priya Saha, Mrinal Kanti Bhowmik
    Pages 118-129

  13. Signature2Vec - An Algorithm for Reference Frame Agnostic Vectorization of Handwritten Signatures

    • Manish Kumar Srivastava, Dileep Reddy, Bhargav Kurma, Kalidas Yeturu
    Pages 130-138

  14. Leaf Segmentation and Counting for Phenotyping of Rosette Plants Using Xception-style U-Net and Watershed Algorithm

    • Shrikrishna Kolhar, Jayant Jagtap
    Pages 139-150

  15. Fast and Secure Video Encryption Using Divide-and-Conquer and Logistic Tent Infinite Collapse Chaotic Map

    • Jagannath Sethi, Jaydeb Bhaumik, Ananda S. Chowdhury
    Pages 151-163

  16. Visual Localization Using Capsule Networks

    • Omkar Patil
    Pages 164-174

  17. Detection of Cataract from Fundus Images Using Deep Transfer Learning

    • Subin Sahayam, J. Silambarasan, Umarani Jayaraman
    Pages 175-186

  18. Brain Tumour Segmentation Using Convolution Neural Network

    • Karuna Bhalerao, Shital Patil, Surendra Bhosale
    Pages 187-197

  19. Signature Based Authentication: A Multi-label Classification Approach to Detect the Language and Forged Sample in Signature

    • Anamika Jain, Satish Kumar Singh, Krishna Pratap Singh
    Pages 198-208

  20. A Data-Set and a Real-Time Method for Detection of Pointing Gesture from Depth Images

    • Shome S. Das
    Pages 209-220
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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 1567-1568) constitutes the refereed proceedings of the 6h International Conference on Computer Vision and Image Processing, CVIP 2021, held in Rupnagar, India, in December 2021. 
The 70 full papers and 20 short papers were carefully reviewed and selected from the 260 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more.

Editors and Affiliations

  • Indian Institute of Technology Roorkee, Roorkee, India

    Balasubramanian Raman

  • Indian Institute of Technology Ropar, Ropar, India

    Subrahmanyam Murala, Abhinav Dhall, Puneet Goyal

  • Jadavpur University, Kolkata, India

    Ananda Chowdhury

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