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Image Processing, Computer Vision, and Pattern Recognition and Information and Knowledge Engineering

28th International Conference, IPCV 2024, and 23rd International Conference, IKE 2024, Held as Part of the World Congress in Computer Science, Computer Engineering and Applied Computing, CSCE 2024, Las Vegas, NV, USA, July 22–25, 2024, Revised Selected Papers

  • Conference proceedings
  • © 2025

Overview

Editors:
  1. Leonidas Deligiannidis

    1. Wentworth Institute of Technology, Boston, USA

  2. Farid Ghareh Mohammadi

    1. Mayo Clinic, Athens, USA

  3. Farzan Shenavarmasouleh

    1. Medialab Inc., Lawrenceville, USA

  4. Soheyla Amirian

    1. Pace University, Athens, USA

  5. Hamid R. Arabnia

    1. University of Georgia, Athens, USA

Part of the book series: Communications in Computer and Information Science (CCIS, volume 2262)

Included in the following conference series:

Conference proceedings info: CSCE 2024.

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About this book

This book constitutes the proceedings of the 28th International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2024, and the 23rd International Conference on Information and Knowledge Engineering, IKE 2024, held as part of the 2024 World Congress in Computer Science, Computer Engineering and Applied Computing, in Las Vegas, USA, during July 22 to July 25, 2024.

The 19 IPCV 2024 papers included in these proceedings were carefully reviewed and selected from 98 submissions. IKE 2024 received 40 submissions and accepted 10 papers for inclusion in the proceedings.

The papers have been organized in topical sections as follows: Image processing, computer vision and pattern recognition; image processing, computer vision and pattern recognition - detection methods; and information and knowledge engineering.

 

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Table of contents (28 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Image Processing, Computer Vision, and Pattern Recognition (IPCV)

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Improving Accuracy of Image Clustering Using Convolutional Neural Network and Learning from Confusion

      • Md Farhad Mokter, Jung Hwan Oh
      Pages 3-17

    3. Analysis of Driver Attention to Objects While Driving

      • Kolby Sarson, Michael Bauer
      Pages 18-30

    4. Image-Based Seal Recognition: Approaches and Challenges in Current Automated Systems

      • Jorge Yero Salazar, Renato Borras-Chavez, Sarah Kienle, Pablo Rivas
      Pages 31-48

    5. Deep Learning Techniques for Lunar Impact Crater Identification Based on CCD and DEM Data

      • Siyi Chen, Cheng Li, Yueqi Ma, Jiarui Liang, Jionghao Zhu, Xiaolin Tian
      Pages 49-59

    6. Silicon Wafer Map Defect Classification Using Artificial Intelligence Models

      • Rushendar Pilli, Suranjan Panigrahi, Miad Faezipour
      Pages 60-72

    7. Low Light Image Enhancement Using Autoencoder-Based Deep Neural Networks

      • Kuei-Yu Chen, Jin-Jang Leou
      Pages 73-84

    8. Towards Elephants Intelligent Monitoring in Zakouma National Park, Chad

      • Hassan Djibrine Oumar, Ahmat Daouda, Youssouf Azza, Ngueilbaye Alladoumbaye
      Pages 85-96

    9. A Review of Multi-modal and Multi-view Applications in Hand-Drawn Sketch Images

      • Yunqi Xu, Ching Y. Suen
      Pages 97-110

    10. Residential Real Estate Image Classification for Property Valuation

      • Mehrdad Ziaee Nejad, Mohsen Naderpour, Vahid Behbood, Fahimeh Ramezani, Jie Lu
      Pages 111-125

    11. Novel Method to Investigate Decay in Rotting Bananas Using RGB Color Images

      • Unal McLauchlan, Mehrube Mehrubeoglu, Lifford McLauchlan
      Pages 126-137

    12. Lalitha: A Hand Gesture-Based Computer Control System

      • Tathagata Bhattacharya, Vinay Alsa, Akil Kumar Vujjini
      Pages 138-163

    13. Dishari: A Novel Gesture-Based Educational Application for Specially Challenged People

      • Tathagata Bhattacharya, Irshad Ali Mohammad
      Pages 164-185

  3. Image Processing, Computer Vision, and Pattern Recognition (IPCV) - Detection Methods

    1. Front Matter

      Pages 187-187
      Download chapter PDF

    2. Mobility Anomaly Detection with Intelligent Video Surveillance

      • Fatemeh Ebrahimi, Jacqueline Rousseau, Jean Meunier
      Pages 189-202

    3. Weakly-Supervised Video Anomaly Detection Using Modified Anomaly Score Module and Modified BERT

      • Jun-Xiang Chen, Jin-Jang Leou
      Pages 203-215

    4. Contour Detection of Seeds Based on Traditional and Convolutional Neural Network (CNN) Based Algorithms

      • Kai Zhao, Mitchell L. Neilsen
      Pages 216-227

    5. Early Detection of Lameness in Dairy Cattle Using Activity Data, Image Analysis, AI and ML - An Approach for Improved Animal Welfare and Economic Impact

      • Chandrasekar Vuppalapati, Anitha Ilapakurti, Sandhya Vissapragada, Sriya Vuppalapati, Sharat Kedari, Santosh Kedari et al.
      Pages 228-239

    6. Implications for Designing Hawks Detection with Data Augmentation and Network Optimizations

      • Adam Smith, Judah Small, Byeong Kil Lee
      Pages 240-248
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Other volumes

  1. Applied Cognitive Computing and Artificial Intelligence

  2. Artificial Intelligence and Applications

  3. Data Science

  4. Security and Management and Wireless Networks

  5. Parallel and Distributed Processing Techniques

  6. Grid, Cloud, and Cluster Computing; Quantum Technologies; and Modeling, Simulation and Visualization Methods

  7. Scientific Computing and Bioinformatics and Computational Biology

  8. Health Informatics and Medical Systems and Biomedical Engineering

  9. Internet Computing and IoT and Embedded Systems, Cyber-physical Systems, and Applications

  10. Foundations of Computer Science and Frontiers in Education: Computer Science and Computer Engineering

  11. Image Processing, Computer Vision, and Pattern Recognition and Information and Knowledge Engineering

  12. Software Engineering Research and Practice and e-Learning, e-Business, Enterprise Information Systems, and e-Government

Editors and Affiliations

  • Wentworth Institute of Technology, Boston, USA

    Leonidas Deligiannidis

  • Mayo Clinic, Athens, USA

    Farid Ghareh Mohammadi

  • Medialab Inc., Lawrenceville, USA

    Farzan Shenavarmasouleh

  • Pace University, Athens, USA

    Soheyla Amirian

  • University of Georgia, Athens, USA

    Hamid R. Arabnia

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