Smart Attendance System using HOG and SVM

  • Unique Paper ID: 151645
  • Volume: 8
  • Issue: 1
  • PageNo: 443-447
  • Abstract:
  • As we know, attendance is an essential thing for schools, colleges, etc. However, the current attendance approach is very time-consuming, manual work, and a chance to make some mistakes like a proxy in attendance. This research can solve all the problems of the current attendance system. Our research is aimed at the attendance systems using face recognition which is very useful, less time-consuming, and accurate. The attendance system uses faces as input to be detected and recognized by a student and stored as a face database. The process of identifying face images using Histogram of Oriented Gradients (HOG) data captured by the camera with face images

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{151645,
        author = {Abhishek Gavkare and Ashish Mandlik and Abhishek Mutkule and Ayush Chinchane and Amrin Sheikh},
        title = {Smart Attendance System using HOG and SVM},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {8},
        number = {1},
        pages = {443-447},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=151645},
        abstract = {As we know, attendance is an essential thing for schools, colleges, etc. However, the current attendance approach is very time-consuming, manual work, and a chance to make some mistakes like a proxy in attendance. This research can solve all the problems of the current attendance system. Our research is aimed at the attendance systems using face recognition which is very useful, less time-consuming, and accurate. The attendance system uses faces as input to be detected and recognized by a student and stored as a face database. The process of identifying face images using Histogram of Oriented Gradients (HOG) data captured by the camera with face images},
        keywords = {face detection, face recognition, Histogram of Oriented Gradients (HOG)},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 8
  • Issue: 1
  • PageNo: 443-447

Smart Attendance System using HOG and SVM

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