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논문 기본 정보

자료유형
학술저널
저자정보
Young-Su Chung (Pukyong National University) Nam-Ho Kim (Pukyong National University)
저널정보
한국정보통신학회JICCE Journal of information and communication convergence engineering Journal of information and communication convergence engineering Vol.22 No.1
발행연도
2024.3
수록면
70 - 79 (10page)

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초록· 키워드

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Bad weather conditions such as haze lead to a significant lack of visibility in images, which can affect the functioning and reliability of image processing systems. Accordingly, various single-image dehazing (SID) methods have recently been proposed. Existing SID methods have introduced effective visibility improvement algorithms, but they do not reflect the image’s perspective, and thus have limitations that distort the sky area and nearby objects. This study proposes a new SID method that reflects the sense of space by defining the correlation between image brightness and haze. The proposed method defines the haze intensity by calculating the airlight brightness deviation and sets the weight factor of the depth map by classifying images based on the defined haze intensity into images with a large sense of space, images with high intensity, and general images. Consequently, it emphasizes the contrast of nearby images where haze is present and naturally smooths the sky region to preserve the image’s perspective.

목차

Abstract
I. INTRODUCTION
II. RELATED WORKS
III. PROPOSED METHOD
IV. EXPERIMENTAL RESULTS AND ANALYSIS
V. CONCLUSION
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