DocumentCode :
187677
Title :
A novel LBP based operator for tone mapping HDR images
Author :
Agrawal, Ankit ; Raman, S.
Author_Institution :
Electr. Eng., Indian Inst. of Technol. Gandhinagar, Gandhinagar, India
fYear :
2014
fDate :
22-25 July 2014
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a novel approach for tone mapping of high dynamic range (HDR) images deriving inspiration from local binary patterns. We propose two operators both of which are based on two different local contrast measures. We show that both the operators are computationally simple and successfully compress the high dynamic range, preserving the details in higher as well as lower intensity regions of the HDR image. We present tone mapped low dynamic range (LDR) images for ten existing operators and compare them with the tone mapped images of the proposed operators. We also use an online metric to compare the contrast differences between the HDR image and the LDR images produced by the proposed operators as well as the existing operators. We also show that the operators proposed in this paper are comparable to the reference operators in terms of execution time. We conclude the paper with directions for future research in tone mapping.
Keywords :
image processing; HDR image tone mapping; LBP based operator; LDR; high dynamic range images; local binary patterns; local contrast measures; tone mapped low dynamic range images; Dynamic range; Equations; Histograms; Image coding; Image color analysis; Kernel; HDR Imaging; LBP; Tone Mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications (SPCOM), 2014 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4799-4666-2
Type :
conf
DOI :
10.1109/SPCOM.2014.6983993
Filename :
6983993
Link To Document :
بازگشت