AI for Big Data-Based Engineering Applications from Security Perspectives

CHAPTER 5 Fast Image Desmogging for Road Safety Using Optimized Dark Channel Prior

Akshay Juneja

Thapar Institute of Engineering and Technology

Vijay Kumar

Dr. B.R. Ambedkar National Institute of Technology

Sunil Kumar Singla

Thapar Institute of Engineering and Technology

DOI: 10.1201/9781003230113-5

Contents

5.1 Introduction

5.1.1 Atmospheric Scattering Model

5.2 Related Work

5.3 Experimental Work

5.3.1 Conventional Dark Channel Prior

5.3.2 Feature Enhancement

5.3.3 Desmogged Output

5.4 Results and Discussion

5.4.1 Qualitative Analysis

5.4.2 Quantitative Analysis

5.5 Summary

Acknowledgment

References

5.1 Introduction

In the presence of weather degrading variants such as fog, haze, smoke, smog, rain and dust, the images collected are degraded ...