CN102223561B - Blind watermark embedding and extracting method of stereoscopic video image - Google Patents
Blind watermark embedding and extracting method of stereoscopic video image Download PDFInfo
- Publication number
- CN102223561B CN102223561B CN 201110183636 CN201110183636A CN102223561B CN 102223561 B CN102223561 B CN 102223561B CN 201110183636 CN201110183636 CN 201110183636 CN 201110183636 A CN201110183636 A CN 201110183636A CN 102223561 B CN102223561 B CN 102223561B
- Authority
- CN
- China
- Prior art keywords
- image block
- stereoscopic video
- video images
- coefficient
- discrete cosine
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
Images
Landscapes
- Editing Of Facsimile Originals (AREA)
- Image Processing (AREA)
- Compression Or Coding Systems Of Tv Signals (AREA)
Abstract
The invention discloses a blind watermark embedding and extracting method of a stereoscopic video image; the stereoscopic video image is divided into image blocks which are not overlapped mutually, discrete cosine transformation and two-level discrete wavelet transformation are carried out to all image blocks, the relation of numerical values of the discrete cosine transformation direct-current coefficients and two-level discrete wavelet transformation low-frequency coefficients of a left viewpoint view and a right viewpoint view of the stereoscopic video image is analyzed, so as to define the internal relationship of the image blocks and interblock relationship of two image blocks in the stereoscopic video image; a watermark embedding mode is determined though the relationships and a way that whether the watermark information is consistent, wherein the data of the primary stereoscopic video image is not changed when relational embeddedness is carried out, the discrete cosine transformation direct-current coefficient of the image block with small correction magnetite of the discrete cosine transformation direct-current coefficient is corrected when quantization embeddedness is carried out, in this way, the quality of the stereoscopic video image is ensured, when watermark is extracted, no primary stereoscopic video image is needed, so as to realize blind detection.
Description
Technical field
The present invention relates to a kind of digital watermark technology, especially relate to a kind of blind watermark embedding and extracting method of stereoscopic video images.
Background technology
Stereoscopic video images represents is a certain scene or the reference object synchronization information in different angles, and it has increased the depth information of scenery, has strengthened the presence and the sense true to nature of vision.Therefore, the three-dimensional video-frequency system all has broad application prospects in the fields such as advertisement of stereoscopic TV, 3 D video meeting, tele-medicine and special-effect.Along with the appearance of three-dimensional film, the bootlegging of some high-end works and propagation make intellectual property be on the hazard.Therefore, the copyright protection measure towards stereoscopic video images is very necessary.
Digital watermark technology can be well embeds certain secret information in digital products such as digital picture, Voice ﹠ Video, so that the true and reliable property of the copyright of protection digital product, proof digital product, follow the tracks of copy right piracy or the additional information of product is provided.According to different application, digital watermarking can be divided into robust watermarking, fragile watermark and semi-fragile watermarking.Robust watermarking is used for aspects such as copyright protection, and fragile watermark and semi-fragile watermarking are used for the integrity check of video or multi-medium data.Yet existing digital watermark technology is primarily aimed at two dimensional image, becomes the problem that needs are broken through and how digital watermark technology is applied to stereoscopic video images.
Summary of the invention
Technical problem to be solved by this invention provides and is a kind ofly guaranteeing that the stereoscopic video images quality remains unchanged substantially or changes under the little prerequisite, can protect the blind watermark embedding and the extracting method of image copyright effectively.
The present invention solves the problems of the technologies described above the technical scheme that is adopted: a kind of blind watermark embedding method of stereoscopic video images is characterized in that may further comprise the steps:
1. at the watermark built-in end, make S
OrgFor being of a size of the original stereoscopic video images of M * N, original stereoscopic video images S
OrgComprise left visual point image and right visual point image, remember original stereoscopic video images S
OrgLeft visual point image be L
Org, remember original stereoscopic video images S
OrgRight visual point image be R
Org, with original stereoscopic video images S
OrgLeft visual point image L
OrgWith original stereoscopic video images S
OrgRight visual point image R
OrgBe divided into respectively (M * N)/(n * n) individual non-overlapping copies is of a size of the image block of n * n, with original stereoscopic video images S
OrgLeft visual point image L
OrgIn i image block be designated as
With original stereoscopic video images S
OrgRight visual point image R
OrgIn i image block be designated as
Original stereoscopic video images S
OrgLeft visual point image L
OrgIn i image block
With original stereoscopic video images S
OrgRight visual point image R
OrgIn i image block
Constitute original stereoscopic video images S
OrgIn i image block right, be designated as
Wherein, M represents original stereoscopic video images S
OrgWide, N represents original stereoscopic video images S
OrgHeight, 1≤i≤((M * N)/(n * n));
2. make that W is the binary bitmap that is of a size of m * m, binary bitmap W is carried out the scramble conversion, obtain the binary bitmap behind the scramble, be designated as
Wherein, m * m≤((M * N)/(n * n));
3. successively to original stereoscopic video images S
OrgIn each image block to adding watermark, its detailed process is as follows:
3.-1, the current original stereoscopic video images S that is handling of definition
OrgIn i image block right
For current image block right;
3.-2, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively;
3.-3, make Intra-L represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-L be " 1 ", otherwise, put
Internal relations Intra-L be " 0 "; Make Intra-R represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-R be " 1 ", otherwise, put
Internal relations Intra-R be " 0 "; Make Intra represent
Internal relations, judge
Internal relations Intra-L and
Internal relations Intra-R whether be " 1 ", if then put
Internal relations Intra be " 1 ", otherwise, put
Internal relations Intra be " 0 "; Make Inter represent
Interblock relation, judge
The discrete cosine transform DC coefficient whether greater than
The discrete cosine transform DC coefficient, if then put
Interblock relations I nter be " 1 ", otherwise, put
Interblock relations I nter be " 0 ";
Above-mentioned
The secondary wavelet transform desired location low frequency coefficient with
The low frequency coefficient of desired location of secondary wavelet transform be the low frequency coefficient of same position of the secondary wavelet transform of image block separately;
3.-4, judge that current image block is right
The value of internal relations Intra and the binary bitmap behind the scramble
In the pixel value w of i binarized pixel point
iWhether identical, if identical, then do not revise
With
The discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 00, execution in step is 3.-7 then; Otherwise execution in step 3.-5;
3.-5, judge that current image block is right
The value of interblock relations I nter and the binary bitmap behind the scramble
In the pixel value w of i binarized pixel point
iWhether identical, if identical, then do not revise
With
The discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 01, execution in step is 3.-7 then; Otherwise execution in step 3.-6;
3.-6, right
With
The discrete cosine transform DC coefficient quantize respectively according to quantization step S, obtain quantized value Q respectively
L, iAnd Q
R, i,
Wherein, DC
L, iExpression
The discrete cosine transform DC coefficient, DC
R, iExpression
The discrete cosine transform DC coefficient, floor (x) is for calculating greatest integer function smaller or equal to x; Definition
The parity of discrete cosine transform DC coefficient be its quantized value Q
L, iParity, the definition
The parity of discrete cosine transform DC coefficient be its quantized value Q
R, iParity, judge quantized value Q
L, iWith quantized value Q
R, iWhether be all even number or be all odd number, if then think
With
The parity unanimity of discrete cosine transform DC coefficient, otherwise, think
With
The parity of discrete cosine transform DC coefficient inconsistent;
Binary bitmap behind the judgement scramble
In the pixel value w of i binarized pixel point
iWhether be " 1 ", if it is right then to revise current image block
In the discrete cosine transform DC coefficient of any image block, make amended
With
The parity unanimity of discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 10, otherwise it is right to revise current image block
In the discrete cosine transform DC coefficient of any image block, make amended
With
The parity of discrete cosine transform DC coefficient inconsistent, and the mark current image block is right
The watermark embedded mode be 10;
3.-7, judge whether i≤m * m sets up, if establishment then adds 1 with the i value, with original stereoscopic video images S
OrgIn next image block to right as current image block, and repeated execution of steps 3.-2 to step 3.-7, until handling m * m image block to finishing watermark embed process;
4., the size with binary bitmap, watermark embedded mode and quantization step S be as key, the watermark built-in end extracts end with cipher key delivery to watermark.
Described step 3.-3 in the low frequency coefficient of desired location be the low frequency coefficient of arbitrary position of the secondary wavelet transform of image block.
Described step 3.-6 in that to revise current image block right
In the discrete cosine transform DC coefficient of any image block the time, select
With
Middle discrete cosine transform DC coefficient is revised the discrete cosine transform DC coefficient of that little image block of amplitude and is made amendment.
A kind of blind watermark extracting method that uses the watermarked stereoscopic video images of above-mentioned blind watermark embedding method is characterized in that may further comprise the steps:
1. at the watermark extracting end, make S
WatFor being of a size of the stereoscopic video images to be detected of M * N, stereoscopic video images S to be detected
WatComprise left visual point image and right visual point image, remember stereoscopic video images S to be detected
WatLeft visual point image be L
Wat, remember stereoscopic video images S to be detected
WatRight visual point image be R
Wat, with stereoscopic video images S to be detected
WatLeft visual point image L
WatWith stereoscopic video images S to be detected
WatRight visual point image R
WatBe divided into respectively (M * N)/(n * n) individual non-overlapping copies is of a size of the image block of n * n, with stereoscopic video images S to be detected
WatLeft visual point image L
WatIn j image block be designated as
With stereoscopic video images S to be detected
WatRight visual point image R
WatIn j image block be designated as
Stereoscopic video images S to be detected
WatLeft visual point image L
WatIn j image block
With stereoscopic video images S to be detected
WatRight visual point image R
WatIn j image block
Constitute stereoscopic video images S to be detected
WatIn j image block right, be designated as
Wherein, M represents stereoscopic video images S to be detected
WatWide, N represents stereoscopic video images S to be detected
WatHeight, 1≤j≤((M * N)/(n * n));
2. successively to stereoscopic video images S to be detected
WatIn each image block to extracting watermark, its detailed process is as follows:
2.-1, the current stereoscopic video images S to be detected that is handling of definition
WatIn j image block right
For current image block right;
2.-2, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively;
2.-3, make Intra-L ' expression
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-L ' be " 1 ", otherwise, put
Internal relations Intra-L ' be " 0 "; Make Intra-R ' expression
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-R ' be " 1 ", otherwise, put
Internal relations Intra-R ' be " 0 "; Make Intra ' expression
Internal relations, judge
Internal relations Intra-L ' and
Internal relations Intra-R ' whether be " 1 ", if then put
Internal relations Intra ' be " 1 ", otherwise, put
Internal relations Intra ' be " 0 "; Make Inter ' expression
Interblock relation, judge
The discrete cosine transform DC coefficient whether greater than
The discrete cosine transform DC coefficient, if then put
Interblock relations I nter ' be " 1 ", otherwise, put
Interblock relations I nter ' be " 0 ";
Above-mentioned
The secondary wavelet transform desired location low frequency coefficient with
The low frequency coefficient of desired location of secondary wavelet transform be the low frequency coefficient of same position of the secondary wavelet transform of image block separately;
2.-4, right
With
The discrete cosine transform DC coefficient quantize respectively according to quantization step S, obtain quantized value Q ' respectively
L, jAnd Q '
R, j,
Wherein, DC '
L, jExpression
The discrete cosine transform DC coefficient, DC '
R, jExpression
The discrete cosine transform DC coefficient, S is a quantization step, floor (x) is for calculating greatest integer function smaller or equal to x;
2.-5, judge that current image block is right
The watermark embedded mode whether be 00, if not, then execution in step 2.-6, otherwise, judge again
Internal relations Intra-L ' and
Internal relations Intra-R ' whether be " 1 ", if be " 1 ", then right from current image block
In extract watermark " 1 ", be " 0 " if be " 0 " or one of them, then right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then;
2.-6, judge that current image block is right
The watermark embedded mode whether be 01, if not, then execution in step 2.-7, otherwise, judge that again current image block is right
Interblock relations I nter ' whether be " 1 ", if be " 1 ", then right from current image block
In extract watermark " 1 ", if be " 0 ", then right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then;
2.-7, judge Q '
L, jAnd Q '
R, jWhether be odd number or be even number, if, then right from current image block
In extract watermark " 1 ", otherwise, right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then;
2.-8, judge whether j≤m * m sets up, if establishment then adds 1 with the j value, with stereoscopic video images S to be detected
WatIn next image block to right as current image block, and repeated execution of steps 2.-2 to step 2.-8, until handling m * m image block to finishing watermark extraction process;
3. the watermarking images that extraction the is obtained random conversion that is inverted, the binary bitmap of finally being extracted.
Described step 2.-3 in the low frequency coefficient of desired location be the low frequency coefficient of arbitrary position of the secondary wavelet transform of image block.
Compared with prior art, the invention has the advantages that by stereoscopic video images being divided into the image block of non-overlapping copies, each image block is implemented discrete cosine transform and secondary wavelet transform, analyze the left side of stereoscopic video images, magnitude relationship between the discrete cosine transform DC coefficient of right visual point image and the low frequency coefficient of secondary wavelet transform, thereby the internal relations of definition image block and the relation of the interblock between two image blocks in stereoscopic video images, by these relations and the watermark information consistent watermark embedded mode that decides whether, do not change the data of original stereoscopic video images when wherein relation embeds, when quantizing to embed the discrete cosine transform DC coefficient of the little image block of discrete cosine transform DC coefficient modification amplitude is made amendment effective like this quality that guarantees stereoscopic video images; Simultaneously when watermark extracting, do not need original stereoscopic video images, realized blind Detecting.What select for use when relation embeds is the relation of the discrete cosine transform DC coefficient of the relation of low frequency coefficient of discrete cosine transform DC coefficient in the piece and secondary wavelet transform and interblock, because the low frequency coefficient of discrete cosine transform DC coefficient and secondary wavelet transform has identical variation tendency, and the pass of the discrete cosine transform DC coefficient of interblock ties up to identical variation relation under the identical attack, therefore the stability of relation is stronger, thereby has effectively improved the robustness of embedding grammar of the present invention.When relation embeds, do not revise the data of original stereo-picture, thereby improved the quality of watermarked stereo-picture effectively.
Description of drawings
Fig. 1 a is the left visual point image in first moment of " puppy " original stereoscopic video images;
Fig. 1 b is the right visual point image in first moment of " puppy " original stereoscopic video images;
Fig. 2 a is original binary bitmap;
Fig. 2 b is the binary bitmap behind the original binary bitmap scramble shown in Fig. 2 a;
Fig. 3 a is first constantly the left visual point image of " puppy " stereoscopic video images after watermarked;
Fig. 3 b is first constantly the right visual point image of " puppy " stereoscopic video images after watermarked;
All watermarks that from the stereoscopic video images of Fig. 3 a and Fig. 3 b formation, extract when Fig. 4 a attacks for not having;
The binary bitmap that from the stereoscopic video images of Fig. 3 a and Fig. 3 b formation, extracts when Fig. 4 b attacks for not having;
Fig. 5 a is for from quality factor being the binary bitmap that extracts the stereoscopic video images after 90 the JPEG compression;
Fig. 5 b is for from quality factor being the binary bitmap that extracts the stereoscopic video images after 70 the JPEG compression;
Fig. 5 c is for from quality factor being the binary bitmap that extracts the stereoscopic video images after 50 the JPEG compression;
Fig. 5 d is for from quality factor being the binary bitmap that extracts the stereoscopic video images after 30 the JPEG compression;
Fig. 5 e is for from quality factor being the binary bitmap that extracts the stereoscopic video images after 20 the JPEG compression;
The binary bitmap of Fig. 6 a for from the stereoscopic video images behind the gaussian filtering (window 3 * 3), extracting;
The binary bitmap of Fig. 6 b for from the stereoscopic video images behind the medium filtering (window 3 * 3), extracting;
The binary bitmap of Fig. 6 c for from the stereoscopic video images behind the medium filtering (window 5 * 5), extracting;
The binary bitmap of Fig. 6 d for from the stereoscopic video images behind the mean filter (window 3 * 3), extracting;
The binary bitmap of Fig. 6 e for from the stereoscopic video images behind the mean filter (window 5 * 5), extracting;
Fig. 7 a is for shearing the binary bitmap that extracts the stereoscopic video images after 1/4 from the top left end;
Fig. 7 b is for shearing the binary bitmap that extracts the stereoscopic video images after 1/8 from the top left end;
Fig. 7 c is for shearing the binary bitmap that extracts the stereoscopic video images after 1/4 from the centre;
Fig. 7 d is for shearing the binary bitmap that extracts the stereoscopic video images after 1/8 from the centre;
Fig. 7 e is for shearing the binary bitmap that extracts the stereoscopic video images after 1/2 from the top left end;
Fig. 8 is for successively to original stereoscopic video images S
OrgIn each image block to adding the process schematic diagram of watermark.
Embodiment
Embodiment describes in further detail the present invention below in conjunction with accompanying drawing.
Embodiment one:
The blind watermark embedding method of a kind of stereoscopic video images that present embodiment proposes, it mainly may further comprise the steps:
1. at the watermark built-in end, make S
OrgFor being of a size of the original stereoscopic video images of M * N, original stereoscopic video images S
OrgComprise left visual point image and right visual point image, remember original stereoscopic video images S
OrgLeft visual point image be L
Org, remember original stereoscopic video images S
OrgRight visual point image be R
Org, with original stereoscopic video images S
OrgLeft visual point image L
OrgWith original stereoscopic video images S
OrgRight visual point image R
OrgBe divided into respectively (M * N)/(n * n) individual non-overlapping copies is of a size of the image block of n * n, with original stereoscopic video images S
OrgLeft visual point image L
OrgIn i image block be designated as
With original stereoscopic video images S
OrgRight visual point image R
OrgIn i image block be designated as
Original stereoscopic video images S
OrgLeft visual point image L
OrgIn i image block
With original stereoscopic video images S
OrgRight visual point image R
OrgIn i image block
(be left visual point image L
OrgWith right visual point image R
OrgIn two image blocks of same coordinate position) constitute original stereoscopic video images S
OrgIn i image block right, be designated as
Wherein, M represents original stereoscopic video images S
OrgWide, N represents original stereoscopic video images S
OrgHeight, 1≤i≤((M * N)/(n * n)).
In the present embodiment, what the original stereoscopic video images of test was selected for use is the stereoscopic video images in first moment in " puppy " stereoscopic video sequence, resolution sizes is 640 * 480, be M=640, N=480, Fig. 1 a and Fig. 1 b have provided " puppy " original stereoscopic video images first left visual point image and right visual point image constantly respectively.
In the present embodiment, the size n of image block * n can be selected according to the size of stereoscopic video images, as selecting 8 * 8,16 * 16 etc.In actual application, if select too for a short time, then may cause watermarked hiding property bad, and if select too greatly, then can cause the watermark information that embeds very little.In the present embodiment, select n=8.
2. make that W is the binary bitmap that is of a size of m * m, binary bitmap W is carried out the scramble conversion, obtain the binary bitmap behind the scramble, be designated as
Wherein, m * m≤((M * N)/(n * n)).In the present embodiment, what the scramble conversion was adopted is the conversion of Arnold scramble, the conversion of Arnold scramble is the one-period conversion, and the data array of conversion must be a square formation, its transformation period is relevant with the size of square formation, for example be 48 the transformation period of 64 * 64 Arnold scramble conversion, and number of transitions L should just can make data reach the purpose of scramble less than 48 so.In the present embodiment, adopt to be of a size of 64 * 64 original binary bitmap shown in Fig. 2 a, the binary bitmap behind its scramble is shown in Fig. 2 b.
3. successively to original stereoscopic video images S
OrgIn each image block to adding watermark, its detailed process (Fig. 8 has provided concrete watermark and added process) is as follows:
3.-1, the current original stereoscopic video images S that is handling of definition
OrgIn i image block right
For current image block right.
3.-2, right to current image block
In
Carry out respectively discrete cosine transform (Discrete Cosine Transform, DCT) and the secondary wavelet transform (Discrete Wavelet Transform, DWT), right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively.
3.-3, make Intra-L represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-L be " 1 ", otherwise, put
Internal relations Intra-L be " 0 "; Make Intra-R represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-R be " 1 ", otherwise, put
Internal relations Intra-R be " 0 "; Make Intra represent
Internal relations, judge
Internal relations Intra-L and
Internal relations Intra-R whether be " 1 ", if then put
Internal relations Intra be " 1 ", otherwise, put
Internal relations Intra be " 0 "; Make Inter represent
Interblock relation, judge
The discrete cosine transform DC coefficient whether greater than
The discrete cosine transform DC coefficient, if then put
Interblock relations I nter be " 1 ", otherwise, put
Interblock relations I nter be " 0 ".
Above-mentioned
The secondary wavelet transform desired location low frequency coefficient with
The low frequency coefficient of desired location of secondary wavelet transform be the low frequency coefficient of same position of the secondary wavelet transform of image block separately.In the present embodiment, the low frequency coefficient of above-mentioned desired location is the low frequency coefficient of arbitrary position of the secondary wavelet transform of image block, as herein
The secondary wavelet transform low frequency coefficient and
The low frequency coefficient of secondary wavelet transform chooses is the low frequency coefficient of the 0th row the 1st row of the low frequency sub-band of image block separately.
3.-4, judge that current image block is right
The value of internal relations Intra and the binary bitmap behind the scramble
In the pixel value w of i binarized pixel point
iWhether identical, if identical, then do not revise
With
The discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 00, execution in step is 3.-7 then; Otherwise execution in step 3.-5.
At this, the watermark of this step embeds the relation of being called and embeds.
3.-5, judge that current image block is right
The value of interblock relations I nter and the binary bitmap behind the scramble
In the pixel value w of i binarized pixel point
iWhether identical, if identical, then do not revise
With
The discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 01, execution in step is 3.-7 then; Otherwise execution in step 3.-6.
At this, the watermark of this step embeds the relation of being called and embeds.
3.-6, right
With
The discrete cosine transform DC coefficient quantize respectively according to quantization step S, obtain quantized value Q respectively
L, iAnd Q
R, i,
Wherein, DC
L, iExpression
The discrete cosine transform DC coefficient, DC
R, iExpression
The discrete cosine transform DC coefficient, S is a quantization step, the value of quantization step S choose according to for watermark information in carrier image hiding property and the compromise of robustness, get S=10 at this, floor (x) is for calculating greatest integer function smaller or equal to x; Definition
The parity of discrete cosine transform DC coefficient be its quantized value Q
L, iParity, the definition
The parity of discrete cosine transform DC coefficient be its quantized value Q
R, iParity, judge quantized value Q
L, iWith quantized value Q
R, iWhether be all even number or be all odd number, if then think
With
The parity unanimity of discrete cosine transform DC coefficient, otherwise, think
With
The parity of discrete cosine transform DC coefficient inconsistent.
Binary bitmap behind the judgement scramble
In the pixel value w of i binarized pixel point
iWhether be " 1 ", if it is right then to revise current image block
In the discrete cosine transform DC coefficient of any image block, make amended
With
The parity unanimity of discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 10, otherwise it is right to revise current image block
In the discrete cosine transform DC coefficient of any image block, make amended
With
The parity of discrete cosine transform DC coefficient inconsistent, and the mark current image block is right
The watermark embedded mode be 10.
In the present embodiment, right in the modification current image block
In the discrete cosine transform DC coefficient of any image block the time, select
With
Middle discrete cosine transform DC coefficient is revised the discrete cosine transform DC coefficient of that little image block of amplitude and is made amendment.
At this, the watermark of this step embeds to be called and quantizes to embed.
3.-7, judge whether i≤m * m sets up, if establishment then adds 1 with the i value, with original stereoscopic video images S
OrgIn next image block to right as current image block, and repeated execution of steps 3.-2 to step 3.-7, until handling m * m image block to finishing watermark embed process.
4., the size with binary bitmap, watermark embedded mode and quantization step S be as key, the watermark built-in end extracts end with cipher key delivery to watermark.
Fig. 3 a and Fig. 3 b have provided left visual point image and the right visual point image after the binary bitmap shown in embedding Fig. 2 b respectively.After watermarked, the left visual point image of " puppy " stereoscopic video images and the Y-PSNR PSNR of right visual point image are respectively 49.34dB and 51.34dB, show that stereoscopic video images and original stereoscopic video images after watermarked are quite similar, the hiding property of watermark information is fine.
Embodiment two:
The blind watermark extracting method of the stereoscopic video images that the blind watermark embedding method that a kind of embodiment of use one of present embodiment proposition provides is watermarked, it mainly may further comprise the steps:
1. at the watermark extracting end, make S
WatFor being of a size of the stereoscopic video images to be detected of M * N, stereoscopic video images S to be detected
WatComprise left visual point image and right visual point image, remember stereoscopic video images S to be detected
WatLeft visual point image be L
Wat, remember stereoscopic video images S to be detected
WatRight visual point image be R
Wat, with stereoscopic video images S to be detected
WatLeft visual point image L
WatWith stereoscopic video images S to be detected
WatRight visual point image R
WatBe divided into respectively (M * N)/(n * n) individual non-overlapping copies is of a size of the image block of n * n, with stereoscopic video images S to be detected
WatLeft visual point image L
WatIn j image block be designated as
With stereoscopic video images S to be detected
WatRight visual point image R
WatIn j image block be designated as
Stereoscopic video images S to be detected
WatLeft visual point image L
WatIn j image block
With stereoscopic video images S to be detected
WatRight visual point image R
WatIn j image block
(be left visual point image L
WatWith right visual point image R
WatIn two image blocks of same coordinate position) constitute stereoscopic video images S to be detected
WatIn j image block right, be designated as
Wherein, M represents stereoscopic video images S to be detected
WatWide, N represents stereoscopic video images S to be detected
WatHeight, 1≤j≤((M * N)/(n * n)).
In the present embodiment, stereoscopic video images S to be detected
WatSize consistent with the size of the original stereoscopic video images of watermark built-in end, the size of the image block also size with watermark built-in end divided image piece is consistent.
2. successively to stereoscopic video images S to be detected
WatIn each image block to extracting watermark, its detailed process is as follows:
2.-1, the current stereoscopic video images S to be detected that is handling of definition
WatIn j image block right
For current image block right.
2.-2, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively.
2.-3, make Intra-L ' expression
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-L ' be " 1 ", otherwise, put
Internal relations Intra-L ' be " 0 "; Make Intra-R ' expression
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-R ' be " 1 ", otherwise, put
Internal relations Intra-R ' be " 0 "; Make Intra ' expression
Internal relations, judge
Internal relations Intra-L ' and
Internal relations Intra-R ' whether be " 1 ", if then put
Internal relations Intra ' be " 1 ", otherwise, put
Internal relations Intra ' be " 0 "; Make Inter ' expression
Interblock relation, judge
The discrete cosine transform DC coefficient whether greater than
The discrete cosine transform DC coefficient, if then put
Interblock relations I nter ' be " 1 ", otherwise, put
Interblock relations I nter ' be " 0 ".
Above-mentioned
The secondary wavelet transform desired location low frequency coefficient with
The low frequency coefficient of desired location of secondary wavelet transform be the low frequency coefficient of same position of the secondary wavelet transform of image block separately.In the present embodiment, the low frequency coefficient of above-mentioned desired location is the low frequency coefficient of arbitrary position of the secondary wavelet transform of image block, as herein
The secondary wavelet transform low frequency coefficient and
The low frequency coefficient of secondary wavelet transform chooses is the low frequency coefficient of the 0th row the 1st row of the low frequency sub-band of image block separately.
2.-4, right
With
The discrete cosine transform DC coefficient quantize respectively according to quantization step S, obtain quantized value Q ' respectively
L, jAnd Q '
R, jAt this,
Wherein, DC '
L, jExpression
The discrete cosine transform DC coefficient, DC '
R, jExpression
The discrete cosine transform DC coefficient, S is a quantization step, floor (x) is for calculating greatest integer function smaller or equal to x.
2.-5, judge that current image block is right
The watermark embedded mode whether be 00, if not, then execution in step 2.-6, otherwise, judge again
Internal relations Intra-L ' and
Internal relations Intra-R ' whether be " 1 ", if be " 1 ", then right from current image block
In extract watermark " 1 ", be " 0 " if be " 0 " or one of them, then right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then.
2.-6, judge that current image block is right
The watermark embedded mode whether be 01, if not, then execution in step 2.-7, otherwise, judge that again current image block is right
Interblock relations I nter ' whether be " 1 ", if be " 1 ", then right from current image block
In extract watermark " 1 ", if be " 0 ", then right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then.
2.-7, when current image block right
The watermark embedded mode be 10 o'clock, judge Q '
L, jAnd Q '
R, jWhether be odd number or be even number, if, then right from current image block
In extract watermark " 1 ", otherwise, right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then.
2.-8, judge whether j≤m * m sets up, if establishment then adds 1 with the j value, with stereoscopic video images S to be detected
WatIn next image block to right as current image block, and repeated execution of steps 2.-2 to step 2.-8, until handling m * m image block to finishing watermark extraction process.
3. the watermarking images that extraction the is obtained random conversion that is inverted, the binary bitmap of finally being extracted.In the present embodiment, owing to adopt the conversion of L Arnold scramble, therefore can be transferred to the size of the binary bitmap of watermark extracting end according to the watermark built-in end, determine the cycle Z of Arnold scramble conversion, the conversion of (Z-L) inferior Arnold scramble, the binary bitmap of finally being extracted are carried out in all watermarks that extraction is obtained then.
Fig. 4 a and Fig. 4 b have provided does not respectively have all watermarks and the final binary bitmap that obtains of extracting that extracts when attacking from the stereoscopic video images of Fig. 3 a and Fig. 3 b formation.In the present embodiment, adopt normalization similar value HC,
Calculate and extract the binary bitmap obtain and the similarity of original binary bitmap, 0≤HC≤1, wherein w (s, t) and
Represent respectively original binary bitmap and the binary bitmap coordinate position that extracts for (s, the pixel value of t) locating,
The expression xor operator.HC is big more, and the approaching more original binary bitmap of binary bitmap that obtains is extracted in expression, and HC is more little, and expression is extracted the binary bitmap and the original binary bitmap that obtain and differed bigger.Can estimate the robustness of watermarking algorithm by the size of HC value.Do not having under the situation of attacking, the normalization similar value HC of the binary bitmap that present embodiment extracts from the stereoscopic video images of Fig. 3 a and Fig. 3 b formation is 1, and is promptly identical with original binary bitmap.
Further, the stereoscopic video images that is embedded with watermark that obtains is carried out distortion handle, comprise JPEG compression, the gaussian filtering of different windows size, medium filtering, mean filter under the different quality factors, and the shearing of position in various degree.Fig. 5 a, Fig. 5 b, Fig. 5 c, Fig. 5 d and Fig. 5 e have provided the binary bitmap that extracts the stereoscopic video images after quality factor q is respectively 90,70,50,30,20 JPEG compression respectively; Fig. 6 a, Fig. 6 b, Fig. 6 c, Fig. 6 d and Fig. 6 e have provided the binary bitmap that extracts respectively from the stereoscopic video images behind gaussian filtering (window 3 * 3), medium filtering (window 3 * 3), medium filtering (window 5 * 5), mean filter (window 3 * 3), the mean filter (window 5 * 5); Fig. 7 a, Fig. 7 b, Fig. 7 c, Fig. 7 d and Fig. 7 e have provided the binary bitmap that extracts respectively from the stereoscopic video images after top left end shearing 1/4, top left end shearing 1/8, middle shearing 1/4, middle shearing 1/8, the top left end shearing 1/2.Table 1 has provided above-mentioned various distortion and has handled the normalization similar value HC that the binary bitmap that obtains is extracted in the back.From Fig. 5 a to Fig. 7 e and table 1 as seen, under distortion dissimilar, in various degree was attacked, the watermark that the inventive method embeds had identification preferably, illustrates that embedding of the present invention and extracting method have robustness preferably.
Table 1 is dissimilar, the normalization similar value HC of watermark detection is attacked down in distortion in various degree
JPEG compresses Q=90 | JPEG compresses Q=70 | JPEG compresses Q=50 | JPEG compresses Q=30 | JPEG compresses Q=20 |
HC=0.9258 | HC=0.9063 | HC=0.8601 | HC=0.7324 | HC=0.7048 |
The strange window of gaussian filtering | Medium filtering 3 * 3 | Medium filtering 5 * 5 | Mean filter 3 * 3 | Mean filter 5 * 5 |
HC=0.9932 | HC=0.8965 | HC=0.8091 | HC=0.9216 | HC=0.7986 |
The top left end shears 1/4 | The top left end shears 1/8 | Middle shearing 1/4 | Middle shearing 1/8 | The top left end shears 1/2 |
HC=0.9198 | HC=0.9819 | HC=0.8369 | HC=0.9216 | HC=0.8438 |
Claims (3)
1. the blind watermark embedding method of a stereoscopic video images is characterized in that may further comprise the steps:
1. at the watermark built-in end, make S
OrgFor being of a size of the original stereoscopic video images of M * N, original stereoscopic video images S
OrgComprise left visual point image and right visual point image, remember original stereoscopic video images S
OrgLeft visual point image be L
Org, remember original stereoscopic video images S
OrgRight visual point image be R
Org, with original stereoscopic video images S
OrgLeft visual point image L
OrgWith original stereoscopic video images S
OrgRight visual point image R
OrgBe divided into respectively (M * N)/(n * n) individual non-overlapping copies is of a size of the image block of n * n, with original stereoscopic video images S
OrgLeft visual point image L
OrgIn i image block be designated as
With original stereoscopic video images S
OrgRight visual point image R
OrgIn i image block be designated as
Original stereoscopic video images S
OrgLeft visual point image L
OrgIn i image block
With original stereoscopic video images S
OrgRight visual point image R
OrgIn i image block
Constitute original stereoscopic video images S
OrgIn i image block right, be designated as
Wherein, M represents original stereoscopic video images S
OrgWide, N represents original stereoscopic video images S
OrgHeight, 1≤i≤((M * N)/(n * n));
2. make that W is the binary bitmap that is of a size of m * m, binary bitmap W is carried out the scramble conversion, obtain the binary bitmap behind the scramble, be designated as
Wherein, m * m≤((M * N)/(n * n));
3. successively to original stereoscopic video images S
OrgIn each image block to adding watermark, its detailed process is as follows:
3.-1, the current original stereoscopic video images S that is handling of definition
OrgIn i image block right
For current image block right;
3.-2, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively;
3.-3, make Intra-L represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-L be " 1 ", otherwise, put
Internal relations Intra-L be " 0 "; Make Intra-R represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-R be " 1 ", otherwise, put
Internal relations Intra-R be " 0 "; Make Intra represent
Internal relations, judge
Internal relations Intra-L and
Internal relations Intra-R whether be " 1 ", if then put
Internal relations Intra be " 1 ", otherwise, put
Internal relations Intra be " 0 "; Make Inter represent
Interblock relation, judge
The discrete cosine transform DC coefficient whether greater than
The discrete cosine transform DC coefficient, if then put
Interblock relations I nter be " 1 ", otherwise, put
Interblock relations I nter be " 0 ";
Above-mentioned
The secondary wavelet transform desired location low frequency coefficient with
The low frequency coefficient of desired location of secondary wavelet transform be the low frequency coefficient of same position of the secondary wavelet transform of image block separately;
Described step 3.-3 in the low frequency coefficient of desired location be the low frequency coefficient of arbitrary position of the secondary wavelet transform of image block;
3.-4, judge that current image block is right
The value of internal relations Intra and the binary bitmap behind the scramble
In the pixel value w of i binarized pixel point
iWhether identical, if identical, then do not revise
With
The discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 00, execution in step is 3.-7 then; Otherwise execution in step 3.-5;
3.-5, judge that current image block is right
The value of interblock relations I nter and the binary bitmap behind the scramble
In the pixel value w of i binarized pixel point
iWhether identical, if identical, then do not revise
With
The discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 01, execution in step is 3.-7 then; Otherwise execution in step 3.-6;
3.-6, right
With
The discrete cosine transform DC coefficient quantize respectively according to quantization step S, obtain quantized value Q respectively
L, iAnd Q
R, i,
Wherein, DC
L, iExpression
The discrete cosine transform DC coefficient, DC
R, iExpression
The discrete cosine transform DC coefficient, floor (x) is for calculating greatest integer function smaller or equal to x; Definition
The parity of discrete cosine transform DC coefficient be its quantized value Q
L, iParity, the definition
The parity of discrete cosine transform DC coefficient be its quantized value Q
R, iParity, judge quantized value Q
L, iWith quantized value Q
R, iWhether be all even number or be all odd number, if then think
With
The parity unanimity of discrete cosine transform DC coefficient, otherwise, think
With
The parity of discrete cosine transform DC coefficient inconsistent;
Binary bitmap behind the judgement scramble
In the pixel value w of i binarized pixel point
iWhether be " 1 ", if it is right then to revise current image block
In the discrete cosine transform DC coefficient of any image block, make amended
With
The parity unanimity of discrete cosine transform DC coefficient, and the mark current image block is right
The watermark embedded mode be 10, otherwise it is right to revise current image block
In the discrete cosine transform DC coefficient of any image block, make amended
With
The parity of discrete cosine transform DC coefficient inconsistent, and the mark current image block is right
The watermark embedded mode be 10;
3.-7, judge whether i≤m * m sets up, if establishment then adds 1 with the i value, with original stereoscopic video images S
OrgIn next image block to right as current image block, and repeated execution of steps 3.-2 to step 3.-7, until handling m * m image block to finishing watermark embed process;
4., the size with binary bitmap, watermark embedded mode and quantization step S be as key, the watermark built-in end extracts end with cipher key delivery to watermark.
2. the blind watermark embedding method of a kind of stereoscopic video images according to claim 1 is characterized in that during described step 3.-6 in that to revise current image block right
In the discrete cosine transform DC coefficient of any image block the time, select
With
Middle discrete cosine transform DC coefficient is revised the discrete cosine transform DC coefficient of that little image block of amplitude and is made amendment.
3. blind watermark extracting method that uses the watermarked stereoscopic video images of the described blind watermark embedding method of claim 1 is characterized in that may further comprise the steps:
1. at the watermark extracting end, make S
WatFor being of a size of the stereoscopic video images to be detected of M * N, stereoscopic video images S to be detected
WatComprise left visual point image and right visual point image, remember stereoscopic video images S to be detected
WatLeft visual point image be L
Wat, remember stereoscopic video images S to be detected
WatRight visual point image be R
Wat, with stereoscopic video images S to be detected
WatLeft visual point image L
WatWith stereoscopic video images S to be detected
WatRight visual point image R
WatBe divided into respectively (M * N)/(n * n) individual non-overlapping copies is of a size of the image block of n * n, with stereoscopic video images S to be detected
WatLeft visual point image L
WatIn j image block be designated as
With stereoscopic video images S to be detected
WatRight visual point image R
WatIn j image block be designated as
Stereoscopic video images S to be detected
WatLeft visual point image L
WatIn j image block
With stereoscopic video images S to be detected
WatRight visual point image R
WatIn j image block
Constitute stereoscopic video images S to be detected
WatIn j image block right, be designated as
Wherein, M represents stereoscopic video images S to be detected
WatWide, N represents stereoscopic video images S to be detected
WatHeight, 1≤j≤((M * N)/(n * n));
2. successively to stereoscopic video images S to be detected
WatIn each image block to extracting watermark, its detailed process is as follows:
2.-1, the current stereoscopic video images S to be detected that is handling of definition
WatIn j image block right
For current image block right;
2.-2, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively, right to current image block
In
Carry out discrete cosine transform and secondary wavelet transform respectively;
2.-3, make Intra-L' represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-L' be " 1 ", otherwise, put
Internal relations Intra-L' be " 0 "; Make Intra-R' represent
Internal relations, judge
The discrete cosine transform DC coefficient whether greater than
The low frequency coefficient of desired location of secondary wavelet transform, if then put
Internal relations Intra-R' be " 1 ", otherwise, put
Internal relations Intra-R' be " 0 "; Make Intra' represent
Internal relations, judge
Internal relations Intra-L' and
Internal relations Intra-R' whether be " 1 ", if then put
Internal relations Intra' be " 1 ", otherwise, put
Internal relations Intra' be " 0 "; Make Inter' represent
Interblock relation, judge
The discrete cosine transform DC coefficient whether greater than
The discrete cosine transform DC coefficient, if then put
Interblock relations I nter' be " 1 ", otherwise, put
Interblock relations I nter' be " 0 ";
Above-mentioned
The secondary wavelet transform desired location low frequency coefficient with
The low frequency coefficient of desired location of secondary wavelet transform be the low frequency coefficient of same position of the secondary wavelet transform of image block separately;
Described step 2.-3 in the low frequency coefficient of desired location be the low frequency coefficient of arbitrary position of the secondary wavelet transform of image block;
2.-4, right
With
The discrete cosine transform DC coefficient quantize respectively according to quantization step S, obtain quantized value Q ' respectively
L, jAnd Q '
R, j,
Wherein, DC'
L, jExpression
The discrete cosine transform DC coefficient, DC'
R, jExpression
The discrete cosine transform DC coefficient, S is a quantization step, floor (x) is for calculating greatest integer function smaller or equal to x;
2.-5, judge that current image block is right
The watermark embedded mode whether be 00, if not, then execution in step 2.-6, otherwise, judge again
Internal relations Intra-L' and
Internal relations Intra-R' whether be " 1 ", if be " 1 ", then right from current image block
In extract watermark " 1 ", be " 0 " if be " 0 " or one of them, then right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then;
2.-6, judge that current image block is right
The watermark embedded mode whether be 01, if not, then execution in step 2.-7, otherwise, judge that again current image block is right
Interblock relations I nter' whether be " 1 ", if be " 1 ", then right from current image block
In extract watermark " 1 ", if be " 0 ", then right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then;
2.-7, judge Q '
L, jAnd Q '
R, jWhether be odd number or be even number, if, then right from current image block
In extract watermark " 1 ", otherwise, right from current image block
In extract watermark " 0 ", execution in step is 2.-8 then;
2.-8, judge whether j≤m * m sets up, if establishment then adds 1 with the j value, with stereoscopic video images S to be detected
WatIn next image block to right as current image block, and repeated execution of steps 2.-2 to step 2.-8, until handling m * m image block to finishing watermark extraction process;
3. the watermarking images that extraction the is obtained random conversion that is inverted, the binary bitmap of finally being extracted.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN 201110183636 CN102223561B (en) | 2011-07-01 | 2011-07-01 | Blind watermark embedding and extracting method of stereoscopic video image |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN 201110183636 CN102223561B (en) | 2011-07-01 | 2011-07-01 | Blind watermark embedding and extracting method of stereoscopic video image |
Publications (2)
Publication Number | Publication Date |
---|---|
CN102223561A CN102223561A (en) | 2011-10-19 |
CN102223561B true CN102223561B (en) | 2013-07-31 |
Family
ID=44779964
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN 201110183636 Expired - Fee Related CN102223561B (en) | 2011-07-01 | 2011-07-01 | Blind watermark embedding and extracting method of stereoscopic video image |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN102223561B (en) |
Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103366337A (en) * | 2013-08-06 | 2013-10-23 | 山东大学 | Digital watermarking method capable of being applied to 2D-3D (Two Dimensional-Three Dimensional) conversion |
CN103533343B (en) * | 2013-09-29 | 2015-05-20 | 宁波大学 | Stereo image quality objective evaluation method based on digital watermarking |
CN103763578A (en) * | 2014-01-10 | 2014-04-30 | 北京酷云互动科技有限公司 | Method and device for pushing program associated information |
CN106507216B (en) * | 2016-09-23 | 2019-08-02 | 曙光信息产业(北京)有限公司 | The method that three-dimensional video-frequency is embedded in the method, apparatus of watermark and extracts watermark |
CN106803230A (en) * | 2017-01-16 | 2017-06-06 | 浙江工业大学 | A kind of image encryption method based on digital watermarking |
CN108648130B (en) * | 2018-04-04 | 2022-05-27 | 宁波大学 | Totally-blind digital watermarking method with copyright protection and tampering positioning functions |
CN111260533B (en) * | 2020-01-17 | 2023-04-25 | 山东师范大学 | Image watermarking method and system for fusing texture rule features in image blocks and between blocks |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101699508B (en) * | 2009-09-03 | 2012-01-11 | 中兴通讯股份有限公司 | Image digital watermark embedding and extracting method and system |
-
2011
- 2011-07-01 CN CN 201110183636 patent/CN102223561B/en not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
CN102223561A (en) | 2011-10-19 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN102223561B (en) | Blind watermark embedding and extracting method of stereoscopic video image | |
Wang et al. | Blind image data hiding based on self reference | |
Keshavarzian et al. | ROI based robust and secure image watermarking using DWT and Arnold map | |
Jayalakshmi et al. | Digital watermarking in contourlet domain | |
Divecha et al. | Implementation and performance analysis of DCT-DWT-SVD based watermarking algorithms for color images | |
Ernawan et al. | An improved imperceptibility and robustness of 4x4 dct-svd image watermarking with a modified entropy | |
CN103974144A (en) | Video digital watermarking method based on characteristic scale variation invariant points and microscene detection | |
Khalifa et al. | A robust non-blind algorithm for watermarking color images using multi-resolution wavelet decomposition | |
CN101583033A (en) | Method for protecting H.264 video data by using robust watermarks | |
Thajeel et al. | A NEW COLOR IMAGE WATERMARKING TECHNIQUE USING MULTIPLE DECOMPOSITIONS. | |
Ernawan et al. | Block-based Tchebichef image watermarking scheme using psychovisual threshold | |
CN1276387C (en) | Synchronous self-adaptable watermark method based on image continuity | |
CN109829846B (en) | Digital image blind watermarking method based on two-dimensional discrete cosine transform | |
Yadav et al. | Transform domain robust image-adaptive watermarking: prevalent techniques and their evaluation | |
Hana et al. | A robust multiple watermarking scheme based on the DWT | |
Yu et al. | A new stereo image watermarking method for 3D media | |
Shanthakumari et al. | Video Steganography using LSB matching revisited algorithm | |
Al-Gindy et al. | A graphical user interface watermarking technique for the copyright protection of colour images using colour watermarks | |
Azizi et al. | Hybrid image watermarking using local complexity variations | |
Moniruzzaman et al. | Robust RGB color image watermarking scheme based on DWT-SVD and chaotic system | |
Gao et al. | A video dual watermarking algorithm against geometric attack based on integer wavelet and SIFT | |
Keshavarzian | A new ROI and block based watermarking scheme using DWT | |
Kadu et al. | Secure data hiding using robust firefly algorithm | |
Leng et al. | High payload data hiding based on just noticeable distortion profile and LSB substitution | |
CN104143173A (en) | Image self-adaption blind watermarking algorithm based on DWT-DCT |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20130731 Termination date: 20210701 |