Skip to main content

Table 2 HDR image multi-bit watermarking: state of the art

From: High-capacity watermarking of high dynamic range images

Paper

Embedding domain

Embedding method

# of images database

Capacity

Imperceptibility

Robusteness

Cheng et al. [14]

RGBe

LSB

7

\(\thicksim \) 10 bpp

PSNR on LDR

N/A

   

N/A

 

(1 TMO) \(\thicksim \) 30 dB

 
     

PSNR on LDR

 

Li et al. [15]

LogLuv

LSB

10

\(\thicksim \) 26 bpp

(1 TMO) \(\thicksim \) 35 dB

N/A

   

N/A

 

HDR-VDP\(_{75} \thicksim 0.42\,\%\)

 
     

HDR-VDP\(_{95} \thicksim 0.04\,\%\)

 

Yu et al. [16]

RGBe

Pixel

125

\(\thicksim \) 0.12 bpp

N/A

N/A

  

exponent

N/A

   

Rattanacharuchinda

Blue comp. of

Multiplicative

5a

1 bpp

PSNR \(\thicksim \) 60 db

N/A

et al. [17]

detail layer

     
      

4 TMO BER \(\thicksim \) 5 %

Wu et al. [18]

DCT

Modify

4a

 

PSNR on LDR

HDR crop BER \(\thicksim \) 12 %

  

adjacent

 

0.015 bpp

(4 TMO) [40,70] dB

HDR blur BER \(\thicksim \) 22 %

  

DCT coeff.

   

HDR noise BER \(\thicksim \) 15 %

Solachidis et al. [19]

JND

Multiplicative

3b

128

HDR-VDP-2 \(\thicksim 1\,\%\)

7 TMOs

 

wavelet

   

(1 TMO) \(\thicksim \) 30 dB

EER <10−3% BER \(\thicksim \) 5 %

  1. a http://www.anyhere.com/gward/hdrenc/pages/originals.html
  2. b http://www.mpi-inf.mpg.de/resources/hdr/gallery.html