Advanced Sensing in Image Processing and IoT

2 Computer VisionPractical Approach to Facial Detection Techniques for Security Applications

DOI: 10.1201/9781003221333-2

Shivam Gupta

Contents

2.1 Introduction

2.2 Facial Detection

2.3 Facial Detection Techniques

2.3.1 Haar Cascade Classifier

2.3.2 MMOD Face Detector

2.3.3 HOG Face Detector

2.3.4 MTCNN Face Detector

2.3.5 DNN Face Detector

2.4 Results and comparative analysis

2.4.1 Count of Detected Faces and Their Time Analysis

2.4.2 Confusion Matrix

2.4.3 Other Evaluation Parameters

2.4.4 Comparative Analysis

2.5 Conclusion

References

2.1 Introduction

Figure 2.1 shows two friends conversing with each other regarding the features of biometrics and shows how the advancement in the field of biometrics has attracted them and made them ...