Abstract
Nowadays, the increasing volume of images is absolutely demanded in most of digital image processing and pattern recognition. Moreover, face detection from images has become essential as it can be applied in various areas such as surveillance system, biometrics,gender classification, and so on.In this paper, Haar Cascade Classifier of Open Source Computer Vision Library (OpenCV)is utilized in detection of faces. In addition, Apache Hadoop, a distributed processing platform is applied to solve the computation time burden of face detection from large-scale images. According to the experimentation, the face detection with haar cascade classifier which is experimented on Apache Hadoop platform can offer satisfactory execution time results.
Keywords
Apache Hadoop, Face Detection, Haar Cascade Classifier, OpenCV
Citations
IRE Journals:
THIN THIN SWE
"Detection of Faces from Images using Haar Cascade Classifier" Iconic Research And Engineering Journals Volume 3 Issue 12 2020 Page 174-178
IEEE:
THIN THIN SWE
"Detection of Faces from Images using Haar Cascade Classifier" Iconic Research And Engineering Journals, 3(12)
About IRE Journals
IRE Journals is an open access online journals established with an aim to publish high quality of research work in various diciplines. We have more than 6 years in publications. Over 2500+ papers already published.
Important Links
For Authors
Volume 7:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 6:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 5:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 4:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 3:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12