High dynamic range (HDR) images require tone-mapping to be displayed
properly on lower dynamic range (LDR) devices. Adaptive TVI Tone-mapping
(or ATT) algorithm uses histogram of luminance to construct a look-up
table (LUT) for tone-mapping. Characteristics of the human visual system
(HVS) are used to give more importance to visually distinguishable
intensities while constructing the histogram bins. The method begins
with constructing a histogram of the luminance channel, using bins that
are perceived to be uniformly spaced by the HVS. Next, a refinement step
is used which removes the pixels from the bins that are
indistinguishable by the HVS. Finally, the available display levels are
distributed among the bins proportionate to the pixels counts thus
giving due consideration to the visual contribution of each bin in the
image.
Matlab code of the ATT algorithm is given here.
ATT-MATLAB-CODE
Matlab code of the ATT algorithm is given here.
ATT-MATLAB-CODE
Ishtiaq Rasool Khan
Professor,
Department of Computer Science and AI
University of Jeddah