DocumentCode
133372
Title
Enhancement of video features for vision restoration of dangerous head light glare affected scenario
Author
Pamanee, Kanchit ; Duangchit, Angela ; Chaisricharoen, Roungsan
Author_Institution
Sch. of Inf. Technol., Mae Fah Luang Univ., Chiang Rai, Thailand
fYear
2014
fDate
5-8 March 2014
Firstpage
1
Lastpage
5
Abstract
Though there is a study concerning vision restoration of headlight-glare vision, enhancing visual quality is able to be improved. Current frame information would contain more video features instead of restoring it only from the previous frame in order to achieve higher quality of vision during dangerous-glare encounter. Therefore, this paper proposes a new method recovering information from the surrounding area of glare centroid which distorts the luminance. Three-dimensional recursive search (3DRS) is assigned to retrieve luminance information from Macroblock (MB) of the previous non-glare affected frames. Tone mapping is also applied to improve luminance of the distorted MB. The result shows that frames with the glare area under 15% implemented the proposed method acquires higher peak-signal-to-noise ratio (PSNR) than those applied glare simulation. Furthermore, the combination of restoration method and the proposed one results in the best performance of increasing PSNR among applying only a single method.
Keywords
brightness; computer vision; image enhancement; image restoration; image retrieval; video signal processing; 3DRS; PSNR; dangerous head-light glare affected scenario; distorted MB luminance improvement; glare area; glare centroid; information recovery; luminance distortion; luminance information retrieval; macroblock; nonglare affected frames; peak-signal-to-noise ratio; surrounding area; three-dimensional recursive search; tone mapping; video feature enhancement; vision restoration; visual quality enhancement; Extrapolation; Image restoration; Motion estimation; PSNR; Vectors; Vehicles; Visualization; 3DSR motion estimation; Frame recovery; Glare restoration; Motion vector extrapolation; Video enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technology, Electronic and Electrical Engineering (JICTEE), 2014 4th Joint International Conference on
Conference_Location
Chiang Rai
Print_ISBN
978-1-4799-3854-4
Type
conf
DOI
10.1109/JICTEE.2014.6804093
Filename
6804093
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