article · 2018

Smart Surveillance System Using Histogram of Oriented Gradients (HOG) Algorithm and Haar Cascade Algorithm

Cited by 7Abstract and details only

Abstract

In today's world, everything is transforming into automation. From basic households work to major industries work, from basic machinery to steering and stabilization of ships, aircraft and other applications and vehicles. Our main objective of this project is to control surveillance system completely without human intervention not only in steady or particular allotted or settled area but which can move to remote places and restricted area where human entry is not feasible. We have demonstrated our idea using a moving car with a mounted camera and processor and which can move autonomously or can be controlled remotely via remote/website/android app. The images which are captured by a camera can be processed by a processor and digital image processing (DIP) algorithms can be done for human detection or object detection. Boosted cascade, Haar cascade, anisotropic diffusion, Hausdorff distance, colour processing, background subtraction statistics of parts, pulse coupled neural networks, single correlation filter, these are various algorithms used for human/object detection.

Cite this paper

APA 7

Patel, H. A., & Rajput, R. D. (2018). Smart Surveillance System Using Histogram of Oriented Gradients (HOG) Algorithm and Haar Cascade Algorithm. https://doi.org/10.1109/iccubea.2018.8697464

MLA 9

Patel, Hitanshu A., and Ritesh D. Rajput. “Smart Surveillance System Using Histogram of Oriented Gradients (HOG) Algorithm and Haar Cascade Algorithm.” vol. 3, 2018, pp. 1–4, https://doi.org/10.1109/iccubea.2018.8697464.

Chicago

Patel, Hitanshu A., and Ritesh D. Rajput. 2018. “Smart Surveillance System Using Histogram of Oriented Gradients (HOG) Algorithm and Haar Cascade Algorithm.” https://doi.org/10.1109/iccubea.2018.8697464.

Harvard

Patel, H.A. and Rajput, R.D. (2018) ‘Smart Surveillance System Using Histogram of Oriented Gradients (HOG) Algorithm and Haar Cascade Algorithm’. Available at: https://doi.org/10.1109/iccubea.2018.8697464.

BibTeX

@article{patel2018smart,
  title = {{Smart Surveillance System Using Histogram of Oriented Gradients (HOG) Algorithm and Haar Cascade Algorithm}},
  author = {Patel, Hitanshu A. and Rajput, Ritesh D.},
  volume = {3},
  pages = {1--4},
  year = {2018},
  doi = {10.1109/iccubea.2018.8697464}
}

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