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.
Apache Hadoop, Face Detection, Haar Cascade Classifier, OpenCV
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
THIN THIN SWE "Detection of Faces from Images using Haar Cascade Classifier" Iconic Research And Engineering Journals, 3(12)