Specific embodiment
Describe the present invention below with reference to each embodiment shown in the drawings.But these embodiments are not
Limit the present invention, structure, method or change functionally that those of ordinary skill in the art is made according to these embodiments
Change and be all contained in protection scope of the present invention.
As shown in Fig. 2 the computational methods of the ultrasonic elastograph imaging shift value in first embodiment of the invention, described side
Method comprises the following steps:
Two frame echo-signals before and after s1, acquisition compression organization, every frame echo-signal includes a plurality of data lines;
Specifically, during quasistatic compression tissue, using the edge such as acoustic pressure power of probe compressing or ultrasonic generation
A direction urging tissue, obtain two frame of digital signals in tissue pressurized process with this, accordingly, described data signal is
Choose two frame rf echo-signals before and after compressing or iq signal;In specific examples below, will using rf echo-signal as
Specific embodiment is introducing.
S2, multiple Displacement Estimation points are chosen on every data line, and axially described echo-signal being drawn along data wire
It is divided into some;
Accordingly, in conjunction with shown in Fig. 5, Fig. 5 is that single frames echo-signal subregion divides schematic diagram.
Specifically, along the axial direction of single frames echo-signal, i.e. transonic direction, press on every data line respectively
Choose multiple Displacement Estimation points according to certain interval.Accordingly, due to the signal that obtains, sampled point is closeer in the axial direction, and displacement
General all smaller, therefore, generally choose sampled point at certain intervals as the Displacement Estimation point of this regional area.
After multiple Displacement Estimation points are chosen on every data line, by the Displacement Estimation point on each data wire axially
Direction is divided into sizable some.It is understood that in Practical Calculation, can be according to Practical Calculation demand, will
The numerical value of the plurality of part specifically sets.Accordingly, for convenience of explanation, as a example being divided into 5 parts in the present embodiment.
Accordingly, 5 parts single frames echo-signal being divided, are followed successively by part 1, part 2, third portion, the 4th
Point, the 5th part.
S3, choose at least a portion, calculate the absolute displacement values in this partly each Displacement Estimation point interior, according to every number
Calculate the priori value of every data line according to the absolute displacement values on line, and the priori value of every data line is same as calculating
The calculating basis of the absolute displacement values of certain a part of or a few part on data line.
Accordingly, if only including Part I and Part II in some of described echo-signal division.
Choose Part I, calculate the absolute displacement values of each Displacement Estimation point in described Part I, and according to described
The absolute displacement values of each the Displacement Estimation point in Part I calculate the Part I priori value of every data line;According to
A part and Part II position relationship in the axial direction, using the Part I priori value of every data line as same data
An end value of the region of search of Part II intrinsic displacement estimation point on line, to be calculated on same data line by searching algorithm
The absolute displacement values of each Displacement Estimation point in Part II.
If being separated with least one Part III between described Part I and described Part II.
The of every data line is then calculated according to the absolute displacement values of each the Displacement Estimation point in described Part II
Two part priori values;According to Part I, Part II, Part III position relationship in the axial direction, by every data line
Part I priori value and Part II priori value form the field of search of Part III intrinsic displacement estimation point on same data line
Between, to calculate the absolute displacement values of each Displacement Estimation point in Part III on same data line by searching algorithm.
The like, calculate the absolute displacement values of the Displacement Estimation point of each several part on every data line.
Specifically, in conjunction with shown in Fig. 5, in the process that each data line is calculated with all absolute displacement values that it comprises
In, according to first calculating part 1, then the 5th part, third portion, part 2, the order of the 4th part is calculated.Whenever one
After the completion of the absolute displacement values of individual part calculate, the intermediate value choosing this part absolute displacement values as priori value, for adjacent part
Use;Can also choose and absolute displacement values be rounded with the most absolute displacement values of rear occurrence number as priori value.
Preferably, filter the noise in the absolute displacement values having calculated that;Take in the absolute displacement values after filtering noise
Value is as priori value.
Or filter the noise in the absolute displacement values having calculated that;Take and filter noise and round most exhausted of rear occurrence number
To shift value as priori value.
Accordingly, choose part 1, each Displacement Estimation point in described part 1 is calculated using conventional search algorithm
Absolute displacement values, and calculate every data line according to the absolute displacement values of each the Displacement Estimation point in described part 1
Part I priori value.
In order to reduce hunting zone as far as possible, after obtaining Part I priori value, with the Part I priori obtaining
Based on value, the last part chosen on current data line is calculated, and in the present embodiment, chooses the 5th part first and enters
Row calculates.Certainly, in Practical Calculation, it is also possible to choose the 2nd on current data line after obtaining Part I priori value
Point, third portion or the 4th is partly first calculated, and after obtaining Part I priori value, selection other parts carry out calculating and compare
Calculated with choosing last part, the hunting zone in its calculating process can be expanded, increased workload.
Accordingly, based on Part I priori value, calculate the 5th partly in comprise all Displacement Estimation points exhausted
To shift value, according to the computational methods of Part I, calculate the Part II priori value on every data line.
Accordingly, the position relationship in the axial direction according to current data line each several part, by the Part I of current data line
The region of search of third portion intrinsic displacement estimation point on priori value and Part II priori value formation current data line, with by searching
Rope algorithm calculates the absolute displacement values of each Displacement Estimation point in third portion on every data line.
In the specific embodiment of the present invention, describe for convenience, do taking a data line as a example and specifically introduce:
Assume with first Displacement Estimation point as reference zero, choose part 1, obtain the exhausted of each Displacement Estimation point
To shift value it is: 1.4,13,1.6,2,31 ... 5.3,9,5.6;As well known to those skilled in the art: described absolute displacement values should
It is dull, therefore judges that 13,31,9 is the mistake that the reasons such as noise cause, filter making an uproar in the absolute displacement values having calculated that
It is assumed that the intermediate value calculating is 4.2 after sound, then the absolute displacement values 4.2 being calculated using part 1 are as the of current data line
A part of priori value.
According to part 1, part 2, third portion, the 4th part, and the 5th part position relationship in the axial direction, will
One end value of the region of search as the 5th part intrinsic displacement estimation point for the Part I priori value of current data line, with by searching
Rope algorithm calculates on current data line the absolute displacement values of the 5th partly each Displacement Estimation point interior.
Calculate the 5th partly during the absolute displacement values of each displacement estimation point, will open after Part I priori value 4.2
Begin to carry out related operation;Accordingly, the absolute displacement values of the 5th partly each displacement estimation point are respectively as follows: 10.2,10.5 ... .13.5,
It is assumed that the intermediate value calculating is 12.2 after noise in filtering the absolute displacement values having calculated that;Then calculated with the 5th part
The absolute displacement values 12.2 going out are as the Part II priori value of current data line.
Then calculate third portion, in the absolute displacement values of interval [4.2,12.2] each displacement estimation point calculated above, obtain
A series of values are it is assumed that the intermediate value that it calculates is 8.5.The absolute displacement values 8.5 then being calculated using third portion are as current data
The Part III priori value of line.
Finally calculate part 2 and the 4th part, respectively in [4.2,8.5], the enterprising row operation in interval of [8.5,12.2],
Until obtaining all absolute displacement values in all of data lines.Whole absolute displacement values are obtained using this kind of algorithm, greatly reduces
Hunting zone.And due to take be the intermediate value that adjacent part is used as priori value, as long as the majority of this conductors inside
Displacement Estimation point is correct, can ensure the validity of this priori value.
The described absolute displacement values that s4, foundation obtain in axial direction carry out gradient algorithm, and obtain corresponding dependent variable
According to showing strain data image in the form of pseudo- coloured silk.
In the first embodiment of the present invention, it is only to be concrete Jie as a example the data line in a frame echo-signal
Continue, during actual operation, the every data line included in a frame echo-signal is calculated simultaneously, finally by every data
Whole described absolute displacement values in line in axial direction carry out gradient algorithm, and obtain corresponding strain data, with pseudo- coloured silk
Form shows strain data image.
The computational methods of the ultrasonic elastograph imaging shift value of the present invention, can adjust for different strain size adaptation ground
Whole hunting zone, greatly reduces amount of calculation, and due to take be the intermediate value that adjacent part is used as priori value, if this
Most displacement estimation points of conductors inside are correct, can ensure the validity of this priori value, have very high robustness
Avoid error diffusion it is ensured that the real-time of elastogram and accuracy.
As shown in figure 3, the computational methods of the ultrasonic elastograph imaging shift value in the present invention two embodiment.
Described second embodiment is with the difference of first embodiment, calculates at least initially with conventional search algorithm
The absolute displacement values of each the Displacement Estimation point on one data line;Absolute displacement values meter according to each Displacement Estimation point afterwards
Calculate priori value, and calculate the absolute displacement values of each the Displacement Estimation point on adjacent data line according to described priori value.
Specifically, the computational methods of the ultrasonic elastograph imaging shift value in second embodiment of the invention include following step
Rapid:
Two frame echo-signals before and after s1, acquisition compression organization, every frame echo-signal includes a plurality of data lines;
Specifically, during quasistatic compression tissue, using the edge such as acoustic pressure power of probe compressing or ultrasonic generation
A direction urging tissue, obtain two frame of digital signals in tissue pressurized process with this, accordingly, described data signal is
Choose two frame rf echo-signals before and after compressing or iq signal;In specific examples below, will using rf echo-signal as
Specific embodiment is introducing.
S2, multiple Displacement Estimation points are chosen on every data line;
S3, by searching algorithm calculate at least one data wire on each Displacement Estimation point absolute displacement values;
Accordingly, ask for the calculation of the absolute displacement values of each Displacement Estimation point on a data line described in step s2, s3
Method, is asked for using traditional algorithm, here is not described in detail.
S4, calculate priori value according to the absolute displacement values of each Displacement Estimation point, and phase is calculated according to described priori value
The absolute displacement values of each the Displacement Estimation point on adjacent data wire.
Accordingly, in conventional search algorithm, filter the noise in the absolute displacement values having calculated that;Take after filtering noise
Absolute displacement values intermediate value as priori value.
Or filter the noise in the absolute displacement values having calculated that;Take and filter noise and round most exhausted of rear occurrence number
To shift value as priori value.
Accordingly, along the axial direction of data wire, described echo-signal is divided into some, institute is right according to adjacent data line
The part answered position relationship in the axial direction and its priori value form the region of search, to calculate adjacent data by searching algorithm
The absolute displacement values of each Displacement Estimation point on line.
Specifically, in conjunction with shown in Fig. 5, for example: calculated by conventional search algorithm, the displacement on the first data wire is estimated
All absolute displacement values of enumeration are followed successively by: 1.4,13,1.6,2,31 ... 5.3,9,5.6;Afterwards will along the axial direction of data wire
Described echo-signal is divided into 5 parts, after division, as well known to those skilled in the art: described absolute displacement values should be dull
, therefore judge that 13,31,9 is the mistake that the reasons such as noise cause, after filtering the noise in the absolute displacement values having calculated that,
The each several part intermediate value asking for the first data wire is followed successively by: the intermediate value of part 1 is 4.2, and the intermediate value of part 2 is the 6.3, the 3rd
The intermediate value divided is the intermediate value of the 8.5, the 4th part is 12.2 for the intermediate value of the 10.3, the 5th part.
By each several part intermediate value of the first data wire, that is, the priori value of each several part of described first data wire it may be determined that
The hunting zone of adjacent data line each several part Displacement Estimation point region.Accordingly, calculating is adjacent with described first data wire
Current data line in all Displacement Estimation points absolute displacement values when, its use described first data wire priori value algorithm
Have many kinds, in the present embodiment, using described first data wire n+1 part priori value as with described first data
This algorithm of displacement maximum of the adjacent current data line of line, to ask for the current data line adjacent with described first data wire
On all Displacement Estimation points absolute displacement values.And in this manner, continuation order is asked for adjacent with current data line
The absolute displacement values of all Displacement Estimation points on other data wires, until obtaining all Displacement Estimation points on whole Frame
Absolute displacement values.
Specifically, using this kind of algorithm, ask for each several part displacement on the current data line adjacent with described first data wire
The interval that the absolute displacement values of estimation point are distributed is: the interval of part 1 is: [0,6.3], part 2 [4.2,8.5], the 3rd
Partly [6.3,10.2], the interval of the 4th part is: [8.5,10.3], the 5th is partially larger than 10.3.
With reference to the relevant range at each several part, directly ask on the current data line adjacent with described first data wire
Each displacement estimation point absolute displacement values.And in this manner, continuation order asks for other adjacent with current data line
The absolute displacement values of all Displacement Estimation points on data wire, on the whole Frame of acquisition, all Displacement Estimation points is absolute
Shift value.
The described absolute displacement values that s5, foundation obtain in axial direction carry out gradient algorithm, and obtain corresponding dependent variable
According to showing strain data image in the form of pseudo- coloured silk.
Step s5 technology known to those skilled in the art, here is not described in detail.
The computational methods of the ultrasonic elastograph imaging shift value described in second embodiment of the invention, compared to existing skill
Art, equally can greatly reduce amount of calculation for different strain size adaptation ground adjustment hunting zones, and due to taking
Be the intermediate value that adjacent part is used as priori value, as long as most displacement estimation points of this conductors inside are correct, can
Ensure the validity of this priori value, have very high robustness come to avoid error diffusion it is ensured that elastogram real-time and
Accuracy.
Accordingly, as shown in figure 4, Fig. 4 is the calculating side of the ultrasonic elastograph imaging shift value of third embodiment of the invention
Method.Described 3rd embodiment is combined with first embodiment and second embodiment.Its principle is: by the first embodiment party
Formula asks for the priori value of each several part on wherein 1 data line, calculates each on adjacent data line according to described priori value afterwards
The absolute displacement values of Displacement Estimation point.
Accordingly, the computational methods of the ultrasonic elastograph imaging shift value of described Third Way comprise the following steps:
Two frame echo-signals before and after s1, acquisition compression organization, every frame echo-signal includes a plurality of data lines;
Specifically, during quasistatic compression tissue, using the edge such as acoustic pressure power of probe compressing or ultrasonic generation
A direction urging tissue, obtain two frame of digital signals in tissue pressurized process with this, accordingly, described data signal is
Choose two frame rf echo-signals before and after compressing or iq signal;In specific examples below, will using rf echo-signal as
Specific embodiment is introducing.
S2, multiple Displacement Estimation points are chosen on every data line, and axially described echo-signal being drawn along data wire
It is divided into some.
Accordingly, in conjunction with shown in Fig. 5, Fig. 5 is single frames echo-signal region division schematic diagram.
Specifically, along the axial direction of single frames echo-signal, i.e. transonic direction, press on every data line respectively
Choose multiple Displacement Estimation points according to certain interval.Accordingly, due to the signal that obtains, sampled point is closeer in the axial direction, and displacement
General all smaller, therefore, generally choose sampled point at certain intervals as the Displacement Estimation point of this regional area.
After multiple Displacement Estimation points are chosen on every data line, by the Displacement Estimation point on each data wire axially
Direction is divided into sizable some.It is understood that in Practical Calculation, can be according to Practical Calculation demand, will
The numerical value of the plurality of part specifically sets.Accordingly, for convenience of explanation, as a example being divided into 5 parts in the present embodiment.
Accordingly, 5 parts single frames echo-signal being divided, are followed successively by part 1, part 2, third portion, the 4th
Point, the 5th part.
S3, the absolute displacement of each the Displacement Estimation point being calculated by searching algorithm in certain part in a certain data line
Value.
Specifically, each Displacement Estimation point of the part 1 of current data line is calculated by traditional searching algorithm
Absolute displacement values.
S4, calculate part priori value according to the absolute displacement values of each Displacement Estimation point, and according to described part priori
Value calculates the absolute displacement values of each the Displacement Estimation point in the another part on this data line, until obtaining this data line
The absolute displacement values of upper all Displacement Estimation points;
It should be noted that the part priori value now obtaining, simply according to wherein one data line institute having calculated that
Ask for.
Accordingly, choose at least a portion of wherein one data line, calculate in this partly interior each Displacement Estimation point
Absolute displacement values, calculate the priori value of current data line according to the absolute displacement values on current data line, and by described priori
Value is as the calculating basis calculating the absolute displacement values of certain a part of or a few part on current data line.
Accordingly, if only including Part I and Part II in some of described echo-signal division.
Choose Part I, calculate the absolute displacement of each Displacement Estimation point in the described Part I in current data line
Value, and the Part I of current data line is calculated according to the absolute displacement values of each the Displacement Estimation point in described Part I
Priori value;
According to Part I and Part II position relationship in the axial direction, by the Part I priori value of current data line
As an end value of the region of search of Part II intrinsic displacement estimation point on current data line, worked as with being calculated by searching algorithm
The absolute displacement values of each Displacement Estimation point in Part II on front data wire.
If being separated with least one Part III between described Part I and described Part II.
The of current data line is then calculated according to the absolute displacement values of each the Displacement Estimation point in described Part II
Two part priori values;Afterwards, the position relationship in the axial direction according to Part I, Part II, Part III, by current data
The search of Part III intrinsic displacement estimation point on the Part I priori value of line and Part II priori value formation current data line
Interval, to calculate the absolute displacement values of each Displacement Estimation point in Part III on current data line by searching algorithm.
Specifically, in conjunction with shown in Fig. 5, during all absolute displacement values that it comprises to current data line computation,
According to first calculating part 1, then the 5th part, third portion, part 2, the order of the 4th part is calculated.Whenever one
After the completion of partial absolute displacement values calculate, the intermediate value choosing this part absolute displacement values, as priori value, makes for adjacent part
With;Can also choose and absolute displacement values be rounded with the most absolute displacement values of rear occurrence number as priori value.
Preferably, filter the noise in the absolute displacement values having calculated that;Take in the absolute displacement values after filtering noise
Value is as priori value.
Or filter the noise in the absolute displacement values having calculated that;Take and filter noise and round most exhausted of rear occurrence number
To shift value as priori value.
Accordingly, choose part 1, each Displacement Estimation point in described part 1 is calculated using conventional search algorithm
Absolute displacement values, and calculate current data line according to the absolute displacement values of each the Displacement Estimation point in described part 1
Part I priori value.
In order to reduce hunting zone as far as possible, after obtaining Part I priori value, with the Part I priori obtaining
Based on value, the last part chosen on current data line is calculated, and in the present embodiment, chooses the 5th part first and enters
Row calculates.Certainly, in Practical Calculation, it is also possible to choose the 2nd on current data line after obtaining Part I priori value
Point, third portion or the 4th is partly first calculated, and after obtaining Part I priori value, selection other parts carry out calculating and compare
Calculated with choosing last part, the hunting zone in its calculating process can be expanded, increased workload.
Accordingly, based on Part I priori value, calculate the 5th partly in comprise all Displacement Estimation points exhausted
To shift value, according to the computational methods of Part I, calculate the Part II priori value on current data line.
Accordingly, the position relationship in the axial direction according to current data line each several part, by the Part I of current data line
The region of search of third portion intrinsic displacement estimation point on priori value and Part II priori value formation current data line, with by searching
Rope algorithm calculates the absolute displacement values of each Displacement Estimation point in third portion on current data line.
Specifically, it is assumed that with first Displacement Estimation point as reference zero, choosing part 1, obtaining in current data line
The absolute displacement values obtaining each Displacement Estimation point are: 1.4,13,1.6,2,31 ... 5.3,9,5.6;Those skilled in the art
Known: described absolute displacement values should be dull, therefore judge that 13,31,9 is the mistake that the reasons such as noise cause, filter
It is assumed that the intermediate value calculating is 4.2 after noise in the absolute displacement values calculating, then the absolute position being calculated with part 1
Shifting value 4.2 is as the Part I priori value of current data line.
According to part 1, part 2, third portion, the 4th part, and the 5th part position relationship in the axial direction, will
One end value of the region of search as the 5th part intrinsic displacement estimation point for the Part I priori value of current data line, with by searching
Rope algorithm calculates on current data line the absolute displacement values of the 5th partly each Displacement Estimation point interior.
Calculate the 5th partly during the absolute displacement values of each displacement estimation point, will open after Part I priori value 4.2
Begin to carry out related operation;Accordingly, the absolute displacement values of the 5th partly each displacement estimation point are respectively as follows: 10.2,10.5 ... .13.5,
It is assumed that the intermediate value calculating is 12.2 after noise in filtering the absolute displacement values having calculated that;Then calculated with the 5th part
The absolute displacement values 12.2 going out are as the Part II priori value of current data line.
Then calculate third portion, in the absolute displacement values of interval [4.2,12.2] each displacement estimation point calculated above, obtain
A series of values are it is assumed that the intermediate value that it calculates is 8.5.The absolute displacement values 8.5 then being calculated using third portion are as current data
The Part III priori value of line.
Finally calculate part 2 and the 4th part, respectively in [4.2,8.5], the enterprising row operation in interval of [8.5,12.2],
Until obtaining all absolute displacement values on current data line.Whole absolute displacement values are obtained using this kind of algorithm, greatly reduces
Hunting zone.And due to take be the intermediate value that adjacent part is used as priori value, as long as the majority of this conductors inside
Displacement Estimation point is correct, can ensure the validity of this priori value.
S5, calculate overall priori value according to the absolute displacement values of each Displacement Estimation point on this data line, and according to
Described overall priori value calculates the absolute displacement values of each the Displacement Estimation point on adjacent data line.
Specifically, in conjunction with shown in Fig. 5, by each several part intermediate value of the first data wire, i.e. each portion of described first data wire
Point priori value it may be determined that search model with described first data wire adjacent data line each several part Displacement Estimation point region
Enclose.Accordingly, when calculating the absolute displacement values of all Displacement Estimation points in the current data line adjacent with described first data wire,
The algorithm of its priori value using described first data wire has many kinds, in the present embodiment, using described first data wire
N+1 part priori value as the current data line adjacent with described first data wire this algorithm of displacement maximum, with
Ask for the absolute displacement values of all Displacement Estimation points on the current data line adjacent with described first data wire.And according to this kind of
Method, continuation order asks for the absolute displacement values of all Displacement Estimation points on other data wires adjacent with current data line,
Until obtaining the absolute displacement values of all Displacement Estimation points on whole Frame.
Specifically, using this kind of algorithm, ask for each several part displacement on the current data line adjacent with described first data wire
The interval that the absolute displacement values of estimation point are distributed is: the interval of part 1 is: [0,6.3], part 2 [4.2,8.5], the 3rd
Partly [6.3,10.2], the interval of the 4th part is: [8.5,10.3], the 5th is partially larger than 10.3.
With reference to the relevant range at each several part, directly ask on the current data line adjacent with described first data wire
Each displacement estimation point absolute displacement values.And in this manner, continuation order asks for other adjacent with current data line
The absolute displacement values of all Displacement Estimation points on data wire, on the whole Frame of acquisition, all Displacement Estimation points is absolute
Shift value.
The described absolute displacement values that s6, foundation obtain in axial direction carry out gradient algorithm, and obtain corresponding dependent variable
According to showing strain data image in the form of pseudo- coloured silk.
Step s6 technology known to those skilled in the art, here is not described in detail.
The computational methods of the ultrasonic elastograph imaging shift value of the present invention, compared to prior art, can answer for different
Become size adaptation ground adjustment hunting zone, greatly reduce amount of calculation, and be intermediate value using adjacent part due to take
As priori value, as long as most displacement estimation points of this conductors inside are correct, the validity of this priori value can be ensured.
Accordingly, as shown in fig. 6, Fig. 6 is the computing device of ultrasonic elastograph imaging shift value in embodiment of the present invention
Structural representation.
In the first embodiment of the present invention, described device includes: sensing module 100, for obtaining before compression organization
Two frame echo-signals afterwards, every frame echo-signal includes a plurality of data lines;Processing module 200, for selecting on every data line
Take multiple Displacement Estimation points, and described echo-signal is divided into some by the axial direction along data wire;Choose at least a portion,
Calculate the absolute displacement values in this partly each Displacement Estimation point interior, calculated often according to the absolute displacement values on every data line
The priori value of data line, and using the priori value of every data line as certain a part of or a few portion on the same data line of calculating
The calculating basis of the absolute displacement values dividing.
Specifically, described sensing module 100, during quasistatic compression tissue, is oppressed or ultrasonic product using probe
Raw acoustic pressure power etc., along a direction urging tissue, obtains two frame of digital signals in tissue pressurized process with this, accordingly,
Described data signal is two frame rf echo-signals or the iq signal chosen before and after compressing;In specific examples below, will be with
Rf echo-signal to be introduced as specific embodiment.
Accordingly, in conjunction with shown in Fig. 5, Fig. 5 is that single frames echo-signal subregion divides schematic diagram.
Specifically, described processing module 200 is along the axial direction of single frames echo-signal, i.e. transonic direction, difference
Choose multiple Displacement Estimation points according to certain interval on every data line.Accordingly, due to obtain signal in the axial direction
Sampled point is closeer, and displacement is typically all smaller, therefore, generally choose sampled point at certain intervals as the position of this regional area
Move estimation point.
After described processing module 200 chooses multiple Displacement Estimation points on every data line, by the position on each data wire
Move estimation point and be axially divided into sizable at least 3 parts.It is understood that in Practical Calculation, permissible
According to Practical Calculation demand, the numerical value of the plurality of part is specifically set.Accordingly, for convenience of explanation, in the present embodiment
As a example being divided into 5 parts.
Accordingly, 5 parts single frames echo-signal being divided, are followed successively by part 1, part 2, third portion, the 4th
Point, the 5th part.
Accordingly, if only including Part I and Part II in some of described echo-signal division.
Described processing module 200 chooses Part I, calculates the absolute position of each Displacement Estimation point in described Part I
Shifting value, and first of every data line is calculated according to the absolute displacement values of each the Displacement Estimation point in described Part I
Divide priori value;According to Part I and Part II position relationship in the axial direction, by the Part I priori of every data line
It is worth the end value as the region of search of Part II intrinsic displacement estimation point on same data line, to calculate by searching algorithm
Go out the absolute displacement values of each Displacement Estimation point in Part II on same data line.
If being separated with least one Part III between described Part I and described Part II.
Described processing module 200 then calculates according to the absolute displacement values of each the Displacement Estimation point in described Part II
The Part II priori value of every data line;According to Part I, Part II, Part III position relationship in the axial direction,
The Part I priori value of every data line and Part II priori value are formed Part III intrinsic displacement on same data line
The region of search of estimation point, to calculate each Displacement Estimation point in Part III on same data line by searching algorithm
Absolute displacement values.
The like, calculate the absolute displacement values of the Displacement Estimation point of each several part on every data line.
Specifically, in conjunction with shown in Fig. 5, described processing module 200 each data line is calculated with it comprises all absolutely
During shift value, according to first calculating part 1, then the 5th part, third portion, part 2, the order of the 4th part
Calculated.After the completion of the absolute displacement values of a part calculate, the intermediate value choosing this part absolute displacement values is as elder generation
Test value, use for adjacent part;Can also choose and absolute displacement values are rounded with the most absolute displacement values conduct of rear occurrence number
Priori value.
Preferably, filter the noise in the absolute displacement values having calculated that;Take in the absolute displacement values after filtering noise
Value is as priori value.
Or filter the noise in the absolute displacement values having calculated that;Take and filter noise and round most exhausted of rear occurrence number
To shift value as priori value.
Accordingly, described processing module 200 chooses part 1, is calculated every in described part 1 using conventional search algorithm
The absolute displacement values of individual Displacement Estimation point, and calculated according to the absolute displacement values of each the Displacement Estimation point in described part 1
Go out the Part I priori value of every data line.
In order to reduce hunting zone as far as possible, described processing module 200 after obtaining Part I priori value, with obtain
Part I priori value based on, choose current data line on last part calculated, in the present embodiment, first
Choose the 5th part to be calculated.Certainly, in Practical Calculation, it is also possible to choose current data after obtaining Part I priori value
Part 2 on line, third portion or the 4th is partly first calculated, and after obtaining Part I priori value, chooses other parts
Carry out calculating to compare and choose last part and calculated, the hunting zone in its calculating process can be expanded, increase workload.
Accordingly, described processing module 200 is based on Part I priori value, calculate the 5th partly in the institute that comprises
There are the absolute displacement values of Displacement Estimation point, according to the computational methods of Part I, calculate the Part II on every data line
Priori value.
Accordingly, described processing module 200 according to current data line each several part position relationship in the axial direction, by current number
Form the search of third portion intrinsic displacement estimation point on current data line according to the Part I priori value of line and Part II priori value
Interval, to calculate the absolute displacement values of each Displacement Estimation point in third portion on every data line by searching algorithm.
In the specific embodiment of the present invention, describe for convenience, do taking a data line as a example and specifically introduce:
Assume with first Displacement Estimation point as reference zero, described processing module 200 chooses part 1, obtain each
The absolute displacement values of individual Displacement Estimation point are: 1.4,13,1.6,2,31 ... 5.3,9,5.6;As well known to those skilled in the art: absolutely
Should be dull to shift value, therefore judge that 13,31,9 is the mistakes that the reason such as noise causes, filter have calculated that absolute
It is assumed that the intermediate value calculating is 4.2 after noise in shift value, then the absolute displacement values 4.2 being calculated using part 1 are as working as
The Part I priori value of front data wire.
Described processing module 200 is according to part 1, part 2, third portion, the 4th part, and the 5th part is in axial direction
On position relationship, using the Part I priori value of current data line as the region of search of the 5th part intrinsic displacement estimation point
One end value, to calculate on current data line the absolute displacement values of the 5th partly each Displacement Estimation point interior by searching algorithm.
Described processing module 200 calculating the 5th, will be from Part I partly during the absolute displacement values of each displacement estimation point
Related operation is proceeded by after priori value 4.2;Accordingly, the absolute displacement values of the 5th partly each displacement estimation point are respectively as follows:
10.2,10.5 ... .13.5, it is assumed that the intermediate value calculating is after the noise in filtering the absolute displacement values having calculated that
12.2;The absolute displacement values 12.2 then being calculated using the 5th part are as the Part II priori value of current data line.
Then calculate third portion, described processing module 200 is in interval [4.2,12.2] each displacement estimation point calculated above
Absolute displacement values, obtain a series of values it is assumed that the intermediate value that it calculates is 8.5.The absolute displacement values then being calculated with third portion
8.5 as current data line Part III priori value.
Described processing module 200 finally calculates part 2 and the 4th part, described processing module 200 respectively [4.2,
8.5], the enterprising row operation in the interval of [8.5,12.2], until obtaining all absolute displacement values in all of data lines.Using this kind
Algorithm obtains whole absolute displacement values, greatly reduces hunting zone.And be intermediate value using adjacent part due to take
As priori value, as long as most displacement estimation points of this conductors inside are correct, the validity of this priori value can be ensured.
Accordingly, the described absolute displacement values that described processing module 200 is additionally operable to according to obtaining in axial direction carry out ladder
Degree computing, and obtain corresponding strain data, show strain data image in the form of pseudo- coloured silk.
In the first embodiment of the present invention, it is only to be concrete Jie as a example the data line in a frame echo-signal
Continue, during actual operation, the every data line included in a frame echo-signal is calculated simultaneously, finally described process mould
Whole described absolute displacement values in every data line are in axial direction carried out gradient algorithm by block 200, and obtain corresponding answering
Become data, in the form of pseudo- coloured silk, show strain data image.
In the corresponding present invention two embodiment, the computing device of ultrasonic elastograph imaging shift value includes: sensing module 100,
For obtaining two frame echo-signals before and after compression organization, every frame echo-signal includes a plurality of data lines;Processing module 200, uses
In multiple Displacement Estimation points are chosen on every data line, and axially described echo-signal is divided into multiple portions along data wire
Point;Calculate the absolute displacement values of each the Displacement Estimation point in certain part in a certain data line by searching algorithm;According to
The absolute displacement values of each Displacement Estimation point calculate part priori value, calculate each in the another part on this data line
The absolute displacement values of Displacement Estimation point, until obtain the shift value of all Displacement Estimation points on this data line;According to this number
Absolute displacement values according to each Displacement Estimation point on line calculate overall priori value, and are calculated adjacent according to described overall priori value
The absolute displacement values of each the Displacement Estimation point on data wire.
Specifically, described sensing module 100, during quasistatic compression tissue, is oppressed or ultrasonic using probe
Acoustic pressure power producing etc., along a direction urging tissue, obtains two frame of digital signals in tissue pressurized process, accordingly with this
, described data signal is two frame rf echo-signals or the iq signal chosen before and after compressing;In specific examples below, will
To be introduced using rf echo-signal as specific embodiment.
Accordingly, described processing module 200 asks for the calculation of the absolute displacement values of each Displacement Estimation point on a data line
Method, is asked for using traditional algorithm, here is not described in detail.
Described processing module 200 is additionally operable in conventional search algorithm, filters making an uproar in the absolute displacement values having calculated that
Sound;The intermediate value taking the absolute displacement values after filtering noise is as priori value.
Or described processing module 200 is used for filtering the noise in the absolute displacement values having calculated that;Take and filter noise and take
The most absolute displacement values of whole rear occurrence number are as priori value.
Accordingly, described echo-signal is divided into some along the axial direction of data wire by described processing module 200, according to
Part corresponding to adjacent data line position relationship in the axial direction and its priori value form the region of search, with by searching algorithm
Calculate the absolute displacement values of each Displacement Estimation point on adjacent data line.
Specifically, in conjunction with shown in Fig. 5, for example: described processing module 200 is calculated by conventional search algorithm, first
All absolute displacement values of the Displacement Estimation point on data wire are followed successively by: 1.4,13,1.6,2,31 ... 5.3,9,5.6;Afterwards
Described echo-signal is divided into 5 parts by the axial direction along data wire, after division, as well known to those skilled in the art: described absolute
Shift value should be dull, therefore judges that 13,31,9 is the mistake that the reasons such as noise cause, and filters the absolute position having calculated that
After noise in shifting value, each several part intermediate value asking for the first data wire is followed successively by: the intermediate value of part 1 is 4.2, part 2
Intermediate value is 6.3, and the intermediate value of third portion is 12.2 for the intermediate value of the 8.5, the 4th part for the intermediate value of the 10.3, the 5th part.
Described processing module 200 by each several part intermediate value of the first data wire, i.e. each several part of described first data wire
Priori value is it may be determined that the hunting zone of adjacent data line each several part Displacement Estimation point region.Accordingly, calculate with described
In the adjacent current data line of first data wire during the absolute displacement values of all Displacement Estimation points, it uses described first data wire
The algorithm of priori value have many kinds, in the present embodiment, using the priori value conduct of the n+1 part of described first data wire
This algorithm of displacement maximum of the current data line adjacent with described first data wire, to ask for and described first data wire phase
The absolute displacement values of all Displacement Estimation points on adjacent current data line.And in this manner, described processing module 200 continues
Continuous order asks for the absolute displacement values of all Displacement Estimation points on other data wires adjacent with current data line, until obtaining
The absolute displacement values of all Displacement Estimation points on whole Frame.
Specifically, described processing module 200 adopts this kind of algorithm, asks for the current data adjacent with described first data wire
The interval that on line, the absolute displacement values of each several part Displacement Estimation point are distributed is: the interval of part 1 is: [0,6.3], the 2nd
Divide [4.2,8.5], third portion [6.3,10.2], the interval of the 4th part is: [8.5,10.3], the 5th is partially larger than 10.3.
With reference to the relevant range at each several part, described processing module 200 is directly asked for and described first data wire phase
The absolute displacement values of each displacement estimation point on adjacent current data line.And in this manner, described processing module 200 continues
Order asks for the absolute displacement values of all Displacement Estimation points on other data wires adjacent with current data line, whole until obtaining
The absolute displacement values of all Displacement Estimation points on individual Frame.
Described processing module 200 is additionally operable to: in axial direction carry out gradient algorithm according to the described absolute displacement values obtaining,
And obtain corresponding strain data, show strain data image in the form of pseudo- coloured silk.
In the corresponding present invention three embodiment, the computing device of ultrasonic elastograph imaging shift value includes: sensing module 100,
For obtaining two frame echo-signals before and after compression organization, every frame echo-signal includes a plurality of data lines;Processing module 200 is used
In: multiple Displacement Estimation points are chosen on every data line, and multiple along being axially divided into described echo-signal of data wire
Part;Calculate the absolute displacement values of each the Displacement Estimation point in certain part in a certain data line by searching algorithm;Root
Absolute displacement values according to each Displacement Estimation point calculate part priori value, calculate every in the another part on this data line
The absolute displacement values of individual Displacement Estimation point, until obtain the shift value of all Displacement Estimation points on this data line;According to this
On data wire, the absolute displacement values of each Displacement Estimation point calculate overall priori value, and calculate phase according to described overall priori value
The absolute displacement values of each the Displacement Estimation point on adjacent data wire.
Specifically, described sensing module 100 is used for, during quasistatic compression tissue, oppressing using probe or super
Acoustic pressure power that sound produces etc., along a direction urging tissue, obtains two frame of digital signals in tissue pressurized process, phase with this
Answer, described data signal is two frame rf echo-signals or the iq signal chosen before and after compressing;In specific examples below,
To be introduced using rf echo-signal as specific embodiment.
Specifically, in conjunction with shown in Fig. 5, Fig. 5 is single frames echo-signal region division schematic diagram.
Specifically, described processing module 200 is along the axial direction of single frames echo-signal, i.e. transonic direction, difference
Choose multiple Displacement Estimation points according to certain interval on every data line.Accordingly, due to obtain signal in the axial direction
Sampled point is closeer, and displacement is typically all smaller, therefore, generally choose sampled point at certain intervals as the position of this regional area
Move estimation point.
After described processing module 200 chooses multiple Displacement Estimation points on every data line, by the position on each data wire
Move estimation point and be axially divided into sizable some.It is understood that in Practical Calculation, can be according to
Practical Calculation demand, the numerical value of the plurality of part is specifically set by described processing module 200.Accordingly, for convenience of explanation,
As a example being divided into 5 parts in the present embodiment.
Accordingly, 5 parts that single frames echo-signal is divided by described processing module 200, are followed successively by part 1, the 2nd
Point, third portion, the 4th part, the 5th part.
Specifically, described processing module 200 calculates the every of the part 1 of current data line by traditional searching algorithm
The absolute displacement values of individual Displacement Estimation point.
Described processing module 200 calculates part priori value according to the absolute displacement values of each Displacement Estimation point, and according to
Described part priori value calculates the absolute displacement values of each the Displacement Estimation point in the another part on this data line, until obtaining
Obtain the absolute displacement values of all Displacement Estimation points on this data line;It should be noted that the part priori value now obtaining, only
It is according to striked by wherein one data line having calculated that.
Accordingly, described processing module 200 chooses at least a portion of wherein one data line, calculates partly interior every at this
The absolute displacement values of individual Displacement Estimation point, calculate the priori of current data line according to the absolute displacement values on current data line
Value, and using described priori value as the calculating base calculating the absolute displacement values of certain a part of or a few part on current data line
Plinth.
Accordingly, if only including Part I and Part II in some of described echo-signal division.
Described processing module 200 chooses Part I, calculates each displacement in the described Part I in current data line
The absolute displacement values of estimation point, and calculated currently according to the absolute displacement values of each the Displacement Estimation point in described Part I
The Part I priori value of data wire;
Described processing module 200 position relationship in the axial direction according to Part I and Part II, by current data line
Part I priori value as the region of search of Part II intrinsic displacement estimation point on current data line an end value, to pass through
Searching algorithm calculates the absolute displacement values of each Displacement Estimation point in Part II on current data line.
If being separated with least one Part III between described Part I and described Part II.
Described processing module 200 then calculates according to the absolute displacement values of each the Displacement Estimation point in described Part II
The Part II priori value of current data line;
Afterwards, described processing module 200 according to Part I, Part II, Part III position relationship in the axial direction,
The Part I priori value of current data line and Part II priori value are formed Part III intrinsic displacement on current data line estimate
The region of search of enumeration, to calculate the absolute of each Displacement Estimation point in Part III on current data line by searching algorithm
Shift value.
Specifically, in conjunction with shown in Fig. 5, described processing module 200 to current data line computation its comprise all definitely
During shift value, according to first calculating part 1, then the 5th part, third portion, part 2, the order of the 4th part is entered
Row calculates.After the completion of the absolute displacement values of a part calculate, the intermediate value choosing this part absolute displacement values is as priori
Value, uses for adjacent part;Intermediate value can be rounded it is also possible to choose to absolute displacement values as the algorithm of priori value using intermediate value
The most absolute displacement values of occurrence number are as priori value afterwards.
Preferably, described processing module 200 filters the noise in the absolute displacement values having calculated that;Take after filtering noise
The intermediate value of absolute displacement values is as priori value.
Or described processing module 200 filters the noise in the absolute displacement values having calculated that;Take after filtering noise and rounding
The most absolute displacement values of occurrence number are as priori value.
Accordingly, described processing module 200 chooses part 1, is calculated every in described part 1 using conventional search algorithm
The absolute displacement values of individual Displacement Estimation point, and calculated according to the absolute displacement values of each the Displacement Estimation point in described part 1
Go out the Part I priori value of current data line.
In order to reduce hunting zone as far as possible, described processing module 200 after obtaining Part I priori value, with obtain
Part I priori value based on, choose current data line on last part calculated, in the present embodiment, first
Choose the 5th part to be calculated.Certainly, in Practical Calculation, it is also possible to choose current data after obtaining Part I priori value
Part 2 on line, third portion or the 4th is partly first calculated, and after obtaining Part I priori value, chooses other parts
Carry out calculating to compare and choose last part and calculated, the hunting zone in its calculating process can be expanded, increase workload.
Accordingly, described processing module 200 is based on Part I priori value, calculate the 5th partly in the institute that comprises
There are the absolute displacement values of Displacement Estimation point, according to the computational methods of Part I, calculate the Part II on current data line
Priori value.
Accordingly, described processing module 200 according to current data line each several part position relationship in the axial direction, by current number
Form the search of third portion intrinsic displacement estimation point on current data line according to the Part I priori value of line and Part II priori value
Interval, to calculate the absolute displacement values of each Displacement Estimation point in third portion on current data line by searching algorithm.
Specifically, it is assumed that with first Displacement Estimation point as reference zero in current data line, described processing module
200 selection part 1s, the absolute displacement values obtaining each Displacement Estimation point are: 1.4,13,1.6,2,31 ... 5.3,9,5.6
;As well known to those skilled in the art: absolute displacement values should be dull, therefore judge that 13,31,9 is that the reasons such as noise cause
Mistake, it is assumed that the intermediate value calculating is 4.2 after filtering the noise in the absolute displacement values having calculated that, is then calculated with part 1
The absolute displacement values 4.2 going out are as the Part I priori value of current data line.
Described processing module 200 is according to part 1, part 2, third portion, the 4th part, and the 5th part is in axial direction
On position relationship, using the Part I priori value of current data line as the region of search of the 5th part intrinsic displacement estimation point
One end value, to calculate on current data line the absolute displacement values of the 5th partly each Displacement Estimation point interior by searching algorithm.
Described processing module 200 calculating the 5th, will be from Part I partly during the absolute displacement values of each displacement estimation point
Related operation is proceeded by after priori value 4.2;Accordingly, the absolute displacement values of the 5th partly each displacement estimation point are respectively as follows:
10.2,10.5 ... .13.5, it is assumed that the intermediate value calculating is after the noise in filtering the absolute displacement values having calculated that
12.2;The absolute displacement values 12.2 then being calculated using the 5th part are as the Part II priori value of current data line.
Then calculate third portion, described processing module 200 is in interval [4.2,12.2] each displacement estimation point calculated above
Absolute displacement values, obtain a series of values it is assumed that the intermediate value that it calculates is 8.5.The absolute displacement values then being calculated with third portion
8.5 as current data line Part III priori value.
Finally calculate part 2 and the 4th part, described processing module 200 respectively in [4.2,8.5], [8.5,12.2]
Interval enterprising row operation, until obtaining all absolute displacement values on current data line.Described processing module 200 adopts this kind to calculate
Method obtains whole absolute displacement values, greatly reduces hunting zone.And be to be made using the intermediate value of adjacent part due to take
For priori value, as long as most displacement estimation points of this conductors inside are correct, the validity of this priori value can be ensured.
Described processing module 200 calculates overall elder generation according to the absolute displacement values of each Displacement Estimation point on this data line
Test value, and calculate the absolute displacement values of each the Displacement Estimation point on adjacent data line according to described overall priori value.
Specifically, in conjunction with shown in Fig. 5, described processing module 200 passes through each several part intermediate value of the first data wire, and that is, described the
The priori value of each several part of one data wire is it may be determined that the search model of adjacent data line each several part Displacement Estimation point region
Enclose.Accordingly, described processing module 200 calculates all Displacement Estimation points in the current data line adjacent with described first data wire
Absolute displacement values when, the algorithm of its priori value using described first data wire has many kinds, in the present embodiment, described
Processing module 200 adopts the priori value of the n+1 part of described first data wire as adjacent with described first data wire current
This algorithm of displacement maximum of data wire, to ask for all displacements on the current data line adjacent with described first data wire
The absolute displacement values of estimation point.And in this manner, described processing module 200 continuation order is asked for adjacent with current data line
Other data wires on all Displacement Estimation points absolute displacement values, until obtain whole Frame on all Displacement Estimation points
Absolute displacement values.
Specifically, described processing module 200 adopts this kind of algorithm, asks for the current data adjacent with described first data wire
The interval that on line, the absolute displacement values of each several part Displacement Estimation point are distributed is: the interval of part 1 is: [0,6.3], the 2nd
Divide [4.2,8.5], third portion [6.3,10.2], the interval of the 4th part is: [8.5,10.3], the 5th is partially larger than 10.3.Reference
Relevant range at each several part, described processing module 200 directly asks for the current data adjacent with described first data wire
The absolute displacement values of each displacement estimation point on line.And in this manner, described processing module 200 continuation order is asked for and is worked as
The absolute displacement values of all Displacement Estimation points on other adjacent data wires of front data wire, until obtaining institute on whole Frame
There are the absolute displacement values of Displacement Estimation point.
Described processing module 200 is additionally operable to: in axial direction carry out gradient algorithm according to the described absolute displacement values obtaining,
And obtain corresponding strain data, show strain data image in the form of pseudo- coloured silk.
Compared with prior art, the computational methods of ultrasonic elastograph imaging shift value of the present invention and device, can be for not
Same strain size adaptation ground adjustment hunting zone, greatly reduces amount of calculation, has very high robustness to avoid simultaneously
Error diffusion is it is ensured that the real-time of elastogram and accuracy.
For convenience of description, it is divided into various modules to be respectively described with function when describing apparatus above.Certainly, implementing this
The function of each module can be realized in same or multiple softwares and/or hardware during application.
As seen through the above description of the embodiments, those skilled in the art can be understood that the application can
Mode by software plus necessary general hardware platform to be realized.Based on such understanding, the technical scheme essence of the application
On in other words prior art is contributed partly can be embodied in the form of software product, this computer software product
Can be saved in preservation medium, such as rom/ram, magnetic disc, CD etc., include some instructions use so that a computer equipment
(can be personal computer, Information Push Server, or network equipment etc.) execution each embodiment of the application or reality
Apply some partly described methods of mode.
Device embodiments described above are only the schematically wherein said module illustrating as separating component
Can be or may not be physically separate, as the part that module shows can be or may not be physics mould
Block, you can with positioned at a place, or can also be distributed on multiple mixed-media network modules mixed-medias.Can be selected it according to the actual needs
In the purpose to realize present embodiment scheme for some or all of module.Those of ordinary skill in the art are not paying creation
Property work in the case of, you can to understand and to implement.
The application can be used in numerous general or special purpose computing system environment or configuration.For example: personal computer, information
Push server computer, handheld device or portable set, laptop device, multi-processing module system, be based on microprocessor mould
The system of block, set top box, programmable consumer-elcetronics devices, network pc, minicom, mainframe computer, include to take up an official post
DCE of what system or equipment etc..
The application can be described in the general context of computer executable instructions, such as program
Module.Usually, program module includes execution particular task or the routine realizing particular abstract data type, program, object, group
Part, data structure etc..The application can also be put into practice in a distributed computing environment, in these DCEs, by
The remote processing devices connected by communication network are executing task.In a distributed computing environment, program module is permissible
It is located at and preserve in medium in the local and remote computer including preservation equipment.
It should be understood that although this specification is been described by according to embodiment, but not each embodiment only comprises one
Individual independent technical scheme, only for clarity, those skilled in the art should will say this narrating mode of specification
As an entirety, the technical scheme in each embodiment can also be through appropriately combined, and forming those skilled in the art can for bright book
With the other embodiment understanding.
The a series of detailed description of those listed above is only for the feasibility embodiment of the present invention specifically
Bright, they simultaneously are not used to limit the scope of the invention, all equivalent implementations made without departing from skill spirit of the present invention
Or change should be included within the scope of the present invention.