1. Partial reversible data hiding scheme using (7, 4) hamming code
Source: Multimedia Tools and Applications, Volume 76, Issue 20, October 2017, pp 21691–21706
Author: Biswapati Jana, Debasis Giri, Shyamal Kumar Mondal
Speaker: Su Guodong
Date:

2. Outline Introduction Related works Proposed scheme Experiments
Conclusions

3. Introduction Secret message: 10101100110…….
Original image
Stego image
Secret message: …….
Hiding
Reversible
Extracted Secret message: …….

4. Related Work(1/3)—(7,4) Hamming code-Encoding
Encoded data
Encoding
d1 d2 d3 d4 r1 r2 d1 r3 d2 d3 d4 1
Data:
Data(CW):

5. Related Work(2/3)—(7,4) Hamming code-Error correcting
Received data(RCW):
Error data:
Corrected data:
RCW:
RCW:
Correct

6. Related Work(3/3)—(7,4) Hamming code-Error correcting
Received data(RCW):
Error data:
Corrected data: z
001
010
011
100
101
110
111 ei

7. Proposed scheme(1/10)—Embedding
Size: pixels
Original image
167
166
163
162
165
161 1
LSB

8. Proposed scheme(2/10)— Embedding
Position
Number:
Position
Number: 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4
Adjust redundant bits using odd parity

9. Proposed scheme(3/10)— Embedding
1/0 or 0/1: Previous value/Changed value for secret position
0/1 or 1/0: Previous value/Changed value for message bits
Secret position: k=5 (using key)
: Shared secret key
Position
Number:
Embedding position: w=2 (suitable) 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4
0/1
1/0
Secret message bits: s =
0/1
0/1
1/0
0/1
0/1
1/0
1/1
0/1
Secret position: k=2 (from w of the first row)
0/1
0/1
0/1
0/1
Embedding position: w=7 (suitable)

10. Proposed scheme(4/10)— Embedding2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4
Stego image
i : is block number;
w : is data embedding position
: Changes bits (once)
: Non-Changes bits
: Changes bits (twice)

11. Proposed scheme(5/10)— Extraction
Size: pixels
Stego image
166
167
163
162
165
161 1
LSB

12. Secret position: k=5 (using key)
Proposed scheme(6/10)— Extraction
Secret position: k=5 (using key)
Position
Number: 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4 1

13. Proposed scheme(7/10)— Extraction
Secret message bits: s =1 …..
Error position: 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4

14. Proposed scheme(8/10)— Extraction
Secret message bits: s =1 1 …..
Error position: 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4

15. Proposed scheme(9/10)— Extraction
Secret position k
Data embedding position w
Secret message s
(r1,r2,r3)
data 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4
1/0
0/1 5
(010)=2
s=1
1/0
1/0 2
(111)=7
s=1
Secret message bits: s =
0/1
1/0 7
(101)=5
s=0
1/0
0/1 5
(111)=7
s=0
1/1
1/0 7
(001)=1
s=1
1/0
1/0 1
(110)=6
s=1
1/0
1/0 6
(001)=1
s=1

16. Proposed scheme(10/10)— Recovery2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4 1 2 3 4 5 6 7 r1 r2 d1 r3 d2 d3 d4
Recovered cover image

17. Experiments(1/6)--- PSNRs of Stego images

18. Experiments(2/6)

19. Experiments(3/6)

20. Experiments(4/6)- RS analysis

21. Experiments(5/6)- Relative entropy

22. Experiments(6/6)- Standard Deviation and Correlation Coefficient

23. Conclusions
Introduce shared secret key and modify shared secret key to enhance the security
Partial reversible data hiding
Achieve visual quality of stego images are better than others.

24. Thanks!