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Recent Trends in Image Processing and Pattern Recognition

4th International Conference, RTIP2R 2021, Msida, Malta, December 8-10, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2022

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Editors:
  1. KC Santosh

    1. University of South Dakota, Vermillion, USA

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  2. Ravindra Hegadi

    1. Central University of Karnataka, Gulbarga, India

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  3. Umapada Pal

    1. Indian Statistical Institute, Kolkata, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1576)

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Conference proceedings info: RTIP2R 2021.

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About this book

This volume constitutes the refereed proceedings of the 4th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2021, held in Msida, Malta, in December 2021. Due to the COVID-19 pandemic the conference was held online. 

The 19 full papers and 14 short papers presented were carefully reviewed and selected from 84 submissions. The papers are organized in the following topical sections:​ healthcare: medical imaging and informatics; computer vision and pattern recognition; document analysis and recognition; signal processing and machine learning; satellite imaging and remote sensing. 

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xii
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  2. Healthcare: Medical Imaging and Informatics

    1. Front Matter

      Pages 1-1
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    2. Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening

      • Zhiyun Xue, Peng Guo, Sandeep Angara, Anabik Pal, Jose Jeronimo, Kanan T. Desai et al.
      Pages 3-13

    3. Detection of Male Fertility Using AI-Driven Tools

      • Debasmita Ghosh Roy, P. A. Alvi
      Pages 14-25

    4. An Empirical Study of Vision Transformers for Cervical Precancer Detection

      • Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer Antani
      Pages 26-32

    5. CheXNet for the Evidence of Covid-19 Using 2.3K Positive Chest X-rays

      • KC Santosh, Supriti Ghosh
      Pages 33-41

    6. An Enhanced Deep Convolution Neural Network Model to Diagnose Alzheimer’s Disease Using Brain Magnetic Resonance Imaging

      • Milon Biswas, Md. Kawsher Mahbub, Md. Abdul Mozid Miah
      Pages 42-52

    7. Automatic Knee Osteoarthritis Stages Identification

      • Dattatray I. Navale, Darshan D. Ruikar, Dattatray D. Sawat, Parshuram M. Kamble, Kavita V. Houde, Ravindra S. Hegadi
      Pages 53-60

    8. Stacked Dark COVID-Net: A Multi-class Multi-label Classification Approach for Diagnosing COVID-19 Using Chest X-Ray Images

      • H. Anila Glory, S. Meghana, J. S. Kesav Kumar, V. S. Shankar Sriram
      Pages 61-75

    9. Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment

      • Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C. Gage, Kanan T. Desai, Brian Befano et al.
      Pages 76-84

    10. Osteoarthritis Detection Using Densely Connected Neural Network

      • Sushma Chaugule, V. S. Malemath
      Pages 85-92

    11. Generic Foreign Object Detection in Chest X-rays

      • KC Santosh, Shotabdi Roy, Siva Allu
      Pages 93-104

    12. Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups

      • Sk Md Obaidullah, Himadri Mukherjee, Ankita Dhar, Teresa Goncalves, KC Santosh, Kaushik Roy
      Pages 105-116

  3. Computer Vision and Pattern Recognition

    1. Front Matter

      Pages 117-117
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    2. Complex Object Detection Using Light-Field Plenoptic Camera

      • Edgar S. Correa, Carlos A. Parra, Pedro R. Vizcaya, Francisco Carlos Calderon, Julian D. Colorado
      Pages 119-133

    3. Real-Time Face Recognition for Organisational Attendance Systems

      • Divyagna Bavikadi, A. Manjunatha, Abhishek Pol, Akshat Kadam, Prajakta Kulkarni, Aparna Singh et al.
      Pages 134-145

    4. Harnessing Sustainable Development in Image Recognition Through No-Code AI Applications: A Comparative Analysis

      • Nico Kling, Chantal Runte, Sajal Kabiraj, Christian-Andreas Schumann
      Pages 146-155

    5. Evaluating Performance of Adam Optimization by Proposing Energy Index

      • Mohan Bhandari, Pramod Parajuli, Pralhad Chapagain, Loveleen Gaur
      Pages 156-168

    6. An Alignment-Free Fingerprint Template Protection Technique Based on Minutiae Triplets

      • Afeeza Ali, Vivek Singh Baghel, Surya Prakash
      Pages 169-182

    7. Early Prediction of Complex Business Processes Using Association Rule Based Mining

      • Naveed Khan, Zeeshan Tariq, Aftab Ali, Sally McClean, Paul Taylor, Detlef Nauck
      Pages 183-194
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Other volumes

  1. Recent Trends in Image Processing and Pattern Recognition

Editors and Affiliations

  • University of South Dakota, Vermillion, USA

    KC Santosh

  • Central University of Karnataka, Gulbarga, India

    Ravindra Hegadi

  • Indian Statistical Institute, Kolkata, India

    Umapada Pal

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