Title :
Selective local tone mapping
Author :
Artusi, Alessandro ; Akyuz, Ahmet Oguz ; Roch, B. ; Michael, Despina ; Chrysanthou, Yiorgos ; Chalmers, Alan
Author_Institution :
GiLab, Univ. of Girona, Girona, Spain
Abstract :
When preparing high dynamic range images (HDR) for display on standard monitors, it is often necessary to make a choice between global and local tone mapping. While the former is simple and efficient, it may fail to reproduce details in high contrast image regions. Although, the latter can better reproduce details in such regions, it often comes at the cost of increased complexity and computational time. In this paper, we present an algorithm that combines the best of both approaches. We perform local tone mapping only in high frequency image regions where the visibility of details can be an issue. In low frequency regions, we employ global tone mapping to save computational resources without degrading quality. Our algorithm is most suitable for tone mapping operators (TMOs) that utilize the concept of local adaptation luminances.
Keywords :
image colour analysis; image enhancement; HDR; global tone mapping; high contrast image region; high dynamic range image; local adaptation luminance; selective local tone mapping; tone mapping operator; GPU; Tone mapping; high dynamic range imaging; real-time;
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/ICIP.2013.6738476