In the recent years, dehazing images have been extensively studied by researchers in various applications like in traffic monitoring, video surveillance, video security, marine surveillance etc. Various methods that make use of single image have been proposed such as: Dark Channel Prior (DCP), Improved Dark Channel Prior (IDCP), IDCP with Guided filter, Anisotropic Diffusion and DCP with Histogram specification. This paper is an effort to compare the above mentioned techniques on the basis of picture quality and parameters like Contrast gain (Cgain), Color Naturalness Index (CNI), Number of saturated pixel (σ), Normalized Color Difference (NCD) and Time Complexity (TC). It is observed that the best perceptual quality is obtained for IDCP with Guided Filter followed by IDCP, DCP with Histogram Specification, Anisotropic Diffusion and DCP.
목차
Abstract 1. Introduction 2. Literature Survey 3. Simulation Setup 4. RESULTS 1. Impact on Perceptual Quality: 2. Impact of Various Defogging Techniques on TC, NCD, Cgain, σ, CNI: 5. Conclusion References
키워드
Dehaze imageTransmission mapAir-light
저자
Pranjal Garg [ YMCA University of Science and Technology, Faridabad-121006, Haryana, India ]
Shailender Gupta [ YMCA University of Science and Technology, Faridabad-121006, Haryana, India ]
Bharat Bhushan [ YMCA University of Science and Technology, Faridabad-121006, Haryana, India ]
Prem Chand Vashist [ MVN University, Faridabad-121006, Haryana, India ]
보안공학연구지원센터(IJSIP) [Science & Engineering Research Support Center, Republic of Korea(IJSIP)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Signal Processing, Image Processing and Pattern Recognition
간기
격월간
pISSN
2005-4254
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Signal Processing, Image Processing and Pattern Recognition Vol.8 No.10