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Visual quality assessment for motion vectors watermarking in the MPEG‑4 AVC domain

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HAL Id: hal-00848611

https://hal.archives-ouvertes.fr/hal-00848611

Submitted on 26 Jul 2013

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Visual quality assessment for motion vectors

watermarking in the MPEG‑4 AVC domain

Marwen Hasnaoui, Mihai Mitrea, Maher Belhaj, Francoise Preteux

To cite this version:

Marwen Hasnaoui, Mihai Mitrea, Maher Belhaj, Francoise Preteux. Visual quality assessment for

mo-tion vectors watermarking in the MPEG‑4 AVC domain. Internamo-tional Workshop on Video Processing

and Quality Metrics, Jan 2010, Scottsdale, United States. pp.1-6. �hal-00848611�

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71 CE1 6E:9EB1 CE1 5E7ED5AC)1 8/1 CE6E1 DE69C61 ,A1 -E1 A7(E6CA55CE1 ,AC1 DE6#EC1 C81 CE1 8#DE66A871 D5CE1 571 C81 CE1 (AE81 87CE7CB1B831A5631D1$31 C95)B1 CE1 81 5-8(E1 #DE6E7CE1E#EDAE7C61,A1-E1DE69E1871A//EDE7C1(AE81 6E:9E7E61 ;2!4!1 51A//EDE7C1 8#DE66A871D5CE1 8D1 51 A//EDE7C1 (A695187CE7C<1571CE1DE5CA(E1(5DA5CA8761;E78CE1-)1 ε <1 ,AC1 DE6#EC1 C81 CE1 DE/EDE7E1 (59E61 #DE6E7CE1 A71 5-E61&181,A1-E18#9CE158DA751C8611

948494AB4 4F

948494AB4 %& %&

%& =

ε B1

,EDE1%&948494AB41 DE#DE6E7C61 CE1 (59E1 /8D1 57)1 8/1 CE1 A7(E6CA55CE1 :95AC)1 ECDA61 DE#8DCE1 A71 5-E61&181 ,AE1

4F

%& 1 6C5761 /8D1 CE1 8DDE6#87A751 (59E1 8#9CE1 871 CE17E,1(AE816E:9E7E31

&31 46E948EB62F2D25267414A74AB62646B194FF2A6 9E46'(2)F!6C*+1

E1 E#EDAE7C61 &181 5DE1 DE69E1 /8D1 CE1 65E1 (A6951 87CE7CB1 CA61 CAE1 8E1 5C1 A51 ;9&=&'D8D2KF<1 571 8,1 :95ACAE61 ;9D=E8D2KF<31 E1 8DDE6#87A751 ε 1 (5DA5CA8761 5DE1 A96CD5CE1 A71 A5631D1>31 38CE1 C5C1 561 CE1 DE5CA(E1 (5DA5CA8761 8/1 CE1 8DDE5CA871-56E1 E569DE61 571 8/1CE155E1AEAC)1,EDE1E51571E(ED)1CAE18,ED1C571 &OB1CE)1,EDE178C1A6#5)E1A71CE6E1/A59DE631

D31 46 E948EB6 2F2D2526 7414A74AB6 26 46 2FE56 BA4A6'(2)F!6,C+1

E1 E#EDAE7C61 &181 5DE1 DE#E5CE1 /8D1 CE1 DE6C1 8/1 81 (AE81 6E:9E7E61 A71 CE1 8D#9631 A5631E1$1 A96CD5CE1 CE1 ε 1 (5DA5CA87618/1CE1(A6951ECDA61,AC1CE1(A695187CE7C1/8D1 C,81 7E,1 (AE81 6E:9E7E61 ;E78CE1 -)1 (&1 571 (DB1 DE6#ECA(E)<B1 8E1 5C1 EA91 :95AC)1 ;>&D14-ACK6<31 4EDE1 555A7B1 CE1 8DDE5CA871-56E1 E569DE61 571 CE1 55E1 AEAC)1 ,EDE1 78C1 A96CD5CE1 561 CE)1 DE69CE1 A71 (59E61 8,ED1C571&O31

(5)

9)(1-316(210%%%)%&1112$!%"!1"211(1*"#%2%%"!1*+)%$#(141(1*"#%2%%"!1%1*#(1"!11(1*"%"!1 0("1"(+"!#%!.1"11(1(!)1*")"51%!11(11212*(1%!1"6 1 1 13456 789A6 BBC6 1D3E6 7FA6 6 7FA6 36 7FA6 46 6 33D6 7FA6 C6

7-81-91 EE3>D1 '3'&1 ?3'E1 $$$3$'1 $$$3$&1 '3$$1 FF3&?1 $$$3G$1 ?F3$81

7/81/91 E?3?F1 '3'D1 >3>'1 $$$3$G1 $$$3$G1 '3$$1 FF3&D1 $$$3GE1 8?3D&1

7:81:91 E&3GD1 '3'D1 F3?'1 $$$3G81 &'''3'E1 '3$$1 FF3&D1 $$$3G>1 8F3F?1

78191 E'3F&1 '3'?1 &&3$>1 $$$3G81 $$$3G$1 '3$$1 FF3&D1 $$$3G'1 >D3G>1

7;81;91 >$3GD1 '3'81 &E3F&1 $$$3G?1 $$$3F?1 '3$$1 FF3&D1 $$$3F?1 >D3'&1

1 9)(1/316(210%%%)%&1112$!%"!1"211(1!$*(1"21*"#%2%(#1*")"5141(1*"#%2%%"!1111(1 *+)%$#(17/81/91!#1%1*#(1"!11(1*"%"!10("11(11212*(1%!1"6 1 1 13456 789A6 BBC6 1D3E6 7FA6 6 7FA6 36 7FA6 46 6 33D6 7FA6 C6

-1)"51 E?3?F1 '3'D1 >3>'1 $$$3G$1 $$$3$G1 '3$$1 FF3&D1 $$$3GE1 8?3D&1

/1)"51 >83EG1 '38E1 &&'3>$1 $$$3D>1 $$$3EF1 '3$$1 FF3&>1 $$G3D81 G'3F&1

:1)"51 >?3$D1 '38F1 &&D3E81 $$$3&$1 $$$3>?1 '3$$1 FF3&'1 $$G3&G1 GD3F81

1

9)(1:316(210%%%)%&1112$!%"!1"211(1+"%%"!1"211(1*")"51%!11(12*(141(1*"#%2%%"!1111(1 *+)%$#(17/81/91!#1%1*#(1"!11(11212*(6 1 13456 789A6 BBC6 1D3E6 7FA6 6 7FA6 36 7FA6 46 6 33D6 7FA6 C6

$++()(21 >G3'G1 '3881 &&'3DF1 $$$3&$1 &'''3&'1 '3$$1 FF3'F1 $$G3D81 FF3'>1

""*)(21 E?3?F1 '3'D1 >3>'1 $$$3G$1 $$$3$G1 '3$$1 FF3&D1 $$$3GF1 8?3D&1

(!)1 E>3>'1 '3'D1 &&3>G1 $$$3G>1 $$$3$$1 '3$$1 FF3&D1 $$$3GE1 8>3E$1

$++(%.11 EF38'1 '3''>1 &3''1 $$$3$G1 &'''3''1 '3$$1 FF3&D1 $$$3$D1 ?E3'81

""*%.11 EG3GE1 '3''D1 '3D$1 $$$3$G1 &'''3''1 '3$$1 FF3&?1 $$$3$F1 ?>3&&1

1 9)(1316(210%%%)%&1112$!%"!1"211(1+"%%"!1"211(1112*(1%!11(1"141(1*"#%2%%"!1111(1 *+)%$#(17/81/91!#1%1*#(1"!11(1*"%"!10("1)"(#111(1(!(1"211(12*(6 1 1 13456 789A6 BBC6 1D3E6 7FA6 6 7FA6 36 7FA6 46 6 33D6 7FA6 C6

E%1 ED3EF1 '3'D1 >38&1 $$$3GG1 $$$3GG1 &3''1 FF3&?1 $$$3GG1 8&3?&1

11 E?3?F1 '3'D1 >3>'1 $$$3$G1 $$$3$G1 '3$$1 FF3&D1 $$$3GE1 8?3D&1

<11 E83G'1 '3'D1 E3'?1 $$$3F1 $$$3F$1 '3$$1 FF3&D1 $$$3GF1 ?G3>&1

-11 EF3D>1 '3'&1 D3>E1 &'''3'&1 &'''3'&1 '3$$1 FF3&D1 $$$3$&1 ?E3ED1

-<11 E$38?1 '3''&1 '38?1 &'''3'&1 &'''3'&1 '3$$1 FF3&?1 $$$3$E1 ?83$E1

(6)

1

E1(59E61DE#DE6E7CE1A71A5631D1$168,1C5C61 •1 CE15DCE/5C1CD576#5DE7)1,561E51571E(ED)1CAE1

(5A5CE1

•1 CE1(A6951:95AC)1ECDA615DE18DE16E76ACA(E1C81CE1 (A6951 87CE7C1 C571 C81 CE1 8#DE66A871 D5CE1 CA61 -E5(A89D1 ,891 6955E6C1 C5C1 CE1 #D5CA51 ,5CED5D4A751EC8615)1,8D41E:95)15881/8D1 57)1 8#DE66A871 D5CE1 -9C1 68E1 #5D5ECED61 ,891 -E1 DE:9ADE1 C81 -E1 6EC1 58DA751 C81 CE1 (A6951 87CE7C1C)#E1

•1 CE1#86ACA8718/1 CE1 8A/AE15D81-8461A7C81 571 A7A(A951 1 /D5E1 E51 C81 5DCE/5C61 8DE1 97#DEAC5-E1 C571 CE1 8A/A5CA871 8/1 CE1 5D41 5#AC9E15718D1CE1#86ACA8718/1CE11/D5E1A71CE1 781 /8D1 #D5CA51 ,5CED5D4A751 6EE6B1 CE6E1 DE69C61 #8A7C1 C81 CE1 /5C1 C5C1 CE11 /D5E1 #86ACA871 571CE15D415#AC9E1571-E1D578)16EECE1 ,AE1 68E1 DE6CDACA8761 5##)1 C81 CE1 #86ACA8761 8/1 CE1,5CED5D4E15D8-8461A7169E66A(E178631

23 1"!)$%"!1 1

A61#5#ED1#DE6E7C61515E7ED51 6C9)1;(595-E1/8D1 57)1 5ACA(E1,5CED5D4A751CE7A:9E<1E6C5-A6A751C5C1CE1 8CA871 (EC8D1 ,5CED5D4A751 A71 2!7181 9%1 A61 #866A-EB15C1E56C1/D81CE1CD576#5DE7)1#8A7C18/1(AE,31 E6E1 DE69C61 5DE1 8-C5A7E1 871 51 5D5E1 571 ECED85E7E8961 (AE81 8D#961 571 5DE1 (5A5CE1 /8D1 CDEE1 DE#DE6E7C5CA(E1 8#DE66A871 D5CE61 ;E84-ACK6B1 >&D4-ACK61571&'D84-ACK6<311

E1 E(595CA871 ,561 -56E1 871 7A7E1 A7CE76A(E)1 876AEDE1 8-ECA(E1 E569DE61 ;3 B1 "B1 2!B1 B1%JB1 %B13%%B1 2B1"9J<1 571 876AEDE1 /89D1 8A/A5CA8716CD5CE5AE631

E6E1DE69C61571-E1876AEDE156151/AD6C16CE#1C8,5D61 51 #D88/1 8/1 87E#C61 /8D1 8CA871 (EC8D1 -56E1 ,5CED5D4A7561 AC1 #D8(E1 C5C1 A71 E51 571 E(ED)1 A7(E6CA55CE1 56E1 CE1CD576#5DE7)1A6169##8DCE1-)1 51 CE1 876AEDE1 E569DE631 48,E(EDB1 CE1 DE69C1 #DE6E7CE1 A71 CA61 #5#ED1 6891 -E1 /88,E1 -)1 571 A7(E6CA55CA871871CE1D8-96C7E6631 1 2 234 5 534 6 634 7 734 8 9AB CDE 5 9AB CDE 6 FF DE5 FF DE6 9 ADE 5 9 ADE 6  DE5  DE6 D44 D88 D77 D66 D55 1 2 236 238 23 23 5 536 9AB CDE5 9AB CDE6 FF DE5 FF DE6 9 ADE 5 9 ADE 6  DE5  DE6 71 61 51 1 E%. 1/ 16(210%%%)%&10%%"!1112$!%"!1"211(1 *"#%2%%"!1*+)%$#(12"110%#("1(,$(!(1"*+((#1 1#%22((!1( 1 E%. 1: 16(210%%%)%&10%%"!1112$!%"!1"211(1 !$*(1"21*"#%2%(#1*")"512"110%#("1(,$(!(1 "*+((#11#%22((!1( 1 2 5 6 7 8 4  9AB CDE5 9AB CDE6 FF DE5 FF DE6 9 AD5 9 AD6  D5  D6  DE!"# $%%&EDE!"# &'E(  D&) $%%&ED&) 1 2 234 5 534 6 634 7 9AB CDE5 9AB CDE6 FF DE5 FF DE6 9 ADE 5 9 ADE 6  DE5  DE6 5* 58 * 8 5 1 E%. 1 1(210%%%)%&10%%"!1112$!%"!1"211(1 +"%%"!1"211(1*")"51%!11(12*(12"110%#("1 (,$(!(1"*+((#11#%22((!1( 1 E%. 1; 16(210%%%)%&10%%"!1112$!%"!1"211(1 +"%%"!1"211(112*(1%!11(1"12"110%#("1(,$(!(1 "*+((#11#%22((!1( 1 1

(7)

2 234 5 534 6 634 7 9AB CD+ 5 9AB CD+ 6 FF D+ 5 FF D+ 6 9 AD+ 5 9 AD+ 6  D+5  D+6 D44 D88 D77 D66 D55 1 2 234 5 534 6 634 7 734 9AB CD+ 5 9AB CD+ 6 FF D+5 FF D+6 9 AD +5 9 AD +6  D+5  D+6 71 61 51 1 E%. 1= 16(210%%%)%&10%%"!1112$!%"!1"211(1 *"#%2%%"!1*+)%$#(12"1#%22((!10%$)1"!(! 1 E%. 1> 16(210%%%)%&10%%"!1112$!%"!1"211(1 !$*(1"21*"#%2%(#1*")"512"1#%22((!10%$)1 "!(! 1 1 2 5 6 7 8 4  , 9AB CD+ 5 9AB CD+ 6 FF D+5 FF D+6 9 AD+ 5 9 AD+ 6  D+5  D+6  DE!"# $%%&EDE!"# &'E(  D&) $%%&ED&) 1 2 234 5 534 6 634 7 734 9AB CD+ 5 9AB CD+ 6 FF D+5 FF D+6 9 AD+ 5 9 AD+ 6  D+5  D+6 5* 58 * 8 5 1 E%. 1? 1(210%%%)%&10%%"!1112$!%"!1"211(1 +"%%"!1"211(1*")"51%!11(12*(12"1#%22((!1 0%$)1"!(! 1 E%. 1< 16(210%%%)%&10%%"!1112$!%"!1"211(1 +"%%"!1"211(112*(1%!11(1"12"1#%22((!10%"$)1 "!(! 1 1 1 65!"@)(#.*(!1 1

A61 6C9)1 ,561 69##8DCE1 -)1 CE1 2!"!9P1 #D8EC1;-E9.E)4646/D9255E)461965E6088F2A6 46 54F6 /BEA)4F6 %271F6 46 272F6 31)E52F1F6 46 41B92F1F<1 5D57CE1 -)1 CE1 DE71 35CA8751 E6E5D1 5E7)1;3 <31

1

(2((!(1

@&A1 31 %8B1 231 2AEDB1 Q31 F88B1 02)2E56 5E49E92A)B15EA1DE66B1D''?31

@DA1 231 D78B1 231 94EDB1 31 L8C96E7B1 4BA2.4F6EA7621152BE2AF68602)2E565E49E92A)6 EA766A4A694B2AB1DCE14896EB1D''?31

@?A1 31 "5(8A7EB1 31 5CE9B1 EE)46 746 7B4AF6 E722F45F6A192.4FB1P5(8A6AEDB1D''831

@8A1 DE71 35CA8751 D8EC1 2!"!9PB1 CC#6KK,,,3EAE(5638D5K1

@>A1C1 1F3E'&11

@EA1BK!%1&88$E1&'1;D''><1

@FA1 31 LAE557B1 73Q31 9A(57B1 731 F87CE555DB1 31 P9CD5B1 MB(ED(AE,1 8/1 CE1 43DE8K9%1 9AE81 %8A751 C575DNB1 !!!1 D57631 871 %AD9AC61 571 )6CE61 /8D1 9AE81E7885)B1&?;F<B1>E'1>FEB1D''?31

@GA1 Q31 R575B1 431 25ACDEB1 ML5CED5D4A751 A71 CE1 2!7&1D1 (AE81 6E:9E7E6NB1 E6E5D1 DE#8DC1 7831 D''&"''EB1!315DA6B1D''&31

@$A1 R31 L575B1 3%31 F8(A4B1 43 31 EA41 571 !331 A87EAB1 M55E1 :95AC)1 566E66E7C61 D81 EDD8D1 (A6A-AAC)1 C81 6CD9C9D51 6AA5DAC)NB1 !!!1 D5765CA8761 87155E1D8E66A75B1&?;8<B1E''1E&DB1D''831

@&'A1 31(A-56B1 55E1 J95AC)1 C5CA6CA61 571 EAD1 C6E1 A71 CE5575)6A61 571 %8#DE66A87B1 "1 CE6A6B1 F855=AA1C7A(ED6AC)B1D''&31

@&&A1 3F31 L5C687B1 Q31 49B1 Q331 278,57B1 M"A5AC51 9AE81 J95AC)1 2ECDA1 F56E1 871 49571 9A6A87NB1 Q89D7518/1!ECD87A155A75B1&';&<B1D'1D$B1D''&31 @&DA131"9C5B12312ACDE5B131DCE9B1231FE5B1ME1 2!7181 9%1 85A71 ,5CED5D4A751 CD576#5DE7)N1 D831!1E$GDB1#31E$GD'B1D''G31

1 1

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