STM Journals Peer-reviewed research from Consortium e-Learning Network

2 publications

  • Published Subscription Review Article

    Face Aging Using Generative Adversarial Network

    By Dr. P. V. S. L. Jagadamba, Amrutha Gudimetla, Srija Katru, Pujitha Asapu, Harshitha Kandregula

    Abstract: This project addresses the challenge of predicting how a person may look in the future or how they appeared in the past using a single photograph. While existing methods mainly focus on altering texture, they often neglect changes in head shape that naturally occur during the aging process, limiting their effectiveness, especially when applied to images of children. To tackle this issue, a novel approach is introduced that employs a …

    Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 12, Issue 1, 2025 · pp. 41–52 Read article

  • Published Subscription Review Article

    Automated Vehicle Entry Monitoring System Using YOLOv5

    By Dr. P. V. S. L. Jagadamba, Sai Suvarna Yandapalli, Basheerunnisa Shareef, Nyasa Harshitha Routhu, Sravya Nallajarla

    Abstract: This project showcases an innovative You Only Look Once (YOLO) object detection model-based Automated Vehicle Entry Monitoring System for community gates. By using YOLO, the system transforms conventional access control paradigms by accurately and in real-time detecting vehicles that are seeking to gain entry. Unlike traditional approaches, the project leverages YOLO's effectiveness in vehicle recognition, classification and Number Plate Detection to improve residential security. By providing communities with a cutting-edge …

    Published in International Journal of Electrical Machine Analysis and Design · Vol. 2, Issue 2, 2024 · pp. 34–38 Read article

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