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Extended retinex and optimized image sharpening for hidden detail uncovering, visual range improvement, and image enhancement

 
: Müller, Thomas

:

Tian, L. ; Society of Photo-Optical Instrumentation Engineers -SPIE-, Bellingham/Wash.:
Computational Imaging V : 27 April - 8 May 2020, Online Only, United States
Bellingham, WA: SPIE, 2020 (Proceedings of SPIE 11396)
ISBN: 978-1-5106-3569-2
ISBN: 978-1-5106-3570-8
Paper 113960A, 20 S.
Conference "Computational Imaging" <5, 2020, Online>
Englisch
Konferenzbeitrag
Fraunhofer IOSB ()
image enhancement; contrast enhancement; retinex; image sharpening; detail uncovering; visual range improvement; video surveillance

Abstract
Camera images often contain more information than the human eye can notice. Despite numerous influences degrading image quality, there is potentially some information present or there are at least traces in the image data which would be interesting to be examined but which are below a recognition threshold. And quite often hard to see information needs to be extracted from degraded images or image parts. This paper focuses on making such information visible. First, a novel dedicated retinex algorithm uncovers hidden details due to low contrast. Unlike other retinex variants, it does not only improve the contrast in dark image regions but at any gray value or color level. Additionally, it avoids halo effects to a high degree. Second, a dedicated image sharpening method uncovers hidden details due to blurring or haziness and clarifies washed-out details. In comparison to known methods this is done more effectively while image noise and compression artifacts are significantly less increased. Both proposed image enhancement methods are easy to implement. The given results show them to be powerful to uncover image details and to increase the amount of obtained visualized information, which eventually improves the visual range of the camera.

: http://publica.fraunhofer.de/dokumente/N-596841.html