CN107147911A - LIC quick interframe coding mode selection method and device is compensated based on local luminance - Google Patents
LIC quick interframe coding mode selection method and device is compensated based on local luminance Download PDFInfo
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- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
- H04N19/146—Data rate or code amount at the encoder output
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- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
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- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/169—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
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Abstract
The invention discloses a kind of quick interframe coding mode selection method and device that LIC is compensated based on local luminance, the brightness variation characteristic and temporal correlation that the program obtains video sequence by the current coded unit CU of the video histograms that CU is matched with reference frame shift to an earlier date anticipation and go out that LIC encoding block need not be carried out, skip unnecessary and time-consuming LIC selection courses, the computation complexity of coding is reduced, the scramble time is reduced;The present invention is simple and easy to apply, is conducive to the Industry Promotion of video encoding standard of new generation.
Description
Technical field
The invention belongs to field of video encoding, more particularly to a kind of quick interframe encode that LIC is compensated based on local luminance
Mode selecting method and device.
Background technology
LIC (Local Illumination Compensation) is a kind of linear model changed for brightness of image,
Luminance compensation is carried out to original pixel using zoom factor a and skew b, and for each interframe encode unit (CU) adaptively
Enable or disable.Recently, the formulation of video encoding standard of new generation introduces substantial amounts of novel coding instrument, and LIC technologies are then
One of them.
In recent years, as regarding for people is progressively come into high definition, ultra high-definition video (resolution ratio reaches 4K × 2K, 8K × 4K) application
Open country, video compression technology receives huge challenge, and video compression coding standards system has also obtained fast development, in addition, respectively
The Video Applications of formula various kinds are continued to bring out also with the development of network and memory technology, nowadays, DVB, mobile wireless
Video, remote detection, medical imaging and portable photography etc., have all come into the life of people, the popular requirement for video quality
Also more and more higher, therefore, diversified and high Qinghua trend of Video Applications is under higher than H.265/HEVC code efficiency
Generation video encoding standard proposes stronger requirement.Exactly in this context, ITU-T VCEG VCEG (compile by video
Code expert group) and ISO/IEC MPEG (dynamic image expert group) set up Video coding in 2016 and probe into joint group
JVET (Joint Video Exploration Team), it is intended to inquire into the research and development and formulation of video encoding standard of new generation.
The video encoding standard of a new generation remains unchanged and uses hybrid encoding frame, including conversion, quantization, entropy code, frame in are pre-
The modules such as survey, inter prediction and loop filtering, still, in order to improve video compression ratio, the standard uses QTBT (Quadtree
Plus binary tree) partition structure, instead of HEVC quad-tree partition.Under QTBT structures, a variety of strokes are eliminated
Classifying type such as CU, PU and TU separate idea, support more elastic CU classified types preferably to match the local special of video data
Levy, while introducing a series of relatively time consuming novel coding instruments, such as the merge skills based on Affine in modules
Art, the merge technologies based on FRUC, local luminance compensation technique, abbreviation LIC (Local Illumination
Compensation) etc., the computation complexity of encoder is greatly improved in these improvement for improving compression ratio, is unfavorable for new one
For the Industry Promotion of video encoding standard.Therefore, optimize in the case where ensureing that Subjective video quality decline is negligible
Encoder and to reduce the scramble time be one of the problem of coding and decoding video field is urgently studied and solved.
The LIC technologies that video encoding standard of new generation is introduced mainly are sentenced by brightness of image variation characteristic and rate distortion function
Whether disconnected present encoding block is laid out luminance compensation.Be broadly divided into two steps, the first step, if present frame and its reference frame it
Between when there is no the obvious brightness to change, then whole frame is without LIC.In order to recognize such case, encoder is carried out in image
The histogram calculated before coding between present frame and reference frame is poor, if the poor sum of all pixels value is less than given threshold
Value, then without carrying out LIC to present frame;Otherwise, LIC is carried out to present frame;
In inter predication process, encoder these three patterns can carry out nothing to 2Nx2N, FRUC merge, IMV 2Nx2N
LIC and there is LIC to operate twice, the LIC patterns (yes/no) of present encoding block selected by comparing rate distortion function RD Cost,
If so, then calculating parameter a and b using least square method by using current CU blocks and its adjacent sample of reference block.More
Say body, as shown in figure 1, being calculated using 1/2 down-sampling point of reference block and the adjacent pixel of current block, obtain LIC ginsengs
Count and current block all pixels point is compensated and carry out inter prediction again.Otherwise, inter prediction is directly carried out without compensation
.
Found by the test analysis of the reference software JEM to video encoding standard of new generation, under Lowdelay configurations,
The scramble time of LIC technologies accounts for the 30%~35% of total encoding time, therefore, if can be gone out by relevant information look-ahead is
No progress LIC patterns, so as to avoid unnecessary judgement selection course from greatly improving the coding of video encoding standard of new generation
Efficiency.
The content of the invention
Object of the present invention is to provide a kind of quick interframe encoding mode selecting party that LIC is compensated based on local luminance
Method and device, shift to an earlier date anticipation by the brightness variation characteristic and temporal correlation of video and go out that LIC encoding block need not be carried out, skip
Unnecessary and time-consuming LIC selection courses, reduce the computation complexity of coding, reduce the scramble time.
A kind of coding in the quick interframe coding mode selection method that LIC is compensated based on local luminance, all frame of video
Unit carries out no LIC Affine Merge patterns, common Merge patterns, FRUC Merge patterns and 2N × 2N patterns successively,
The rate distortion costs of coding unit under each pattern are obtained, the corresponding pattern of the minimum rate distortion costs of selection is used as coding unit
Coding mode;If the LIC mode flags position of frame where current coded unit is true, current coded unit proceeds have LIC
FRUC Merge patterns and 2N × 2N patterns, obtain current coded unit CU matched with reference frame it is bright between coding unit CU
Angle value residual sum SumPixelSADWith the difference sum SumHist of brightness histogramSADIf, the brightness in current coded unit CU
It is worth residual error rate,Less than the histogram difference rate in setting first threshold or current coded unit CU
Less than Second Threshold is set, then current coded unit skips LIC patterns;
The reference frame matching coding unit CU is to utilize motion vector of the current coded unit under selected coding mode
MV, carries out the coding unit that motion compensation is obtained, the same position block refers to be in reference frame, and position to reference frame with position block
Coding unit as the position of current coded unit in the current frame;
The current coded unit CU matches the brightness value residual sum SumPixel between coding unit CU with reference frameSAD
It is to be asked by matching the difference of the pixel value between coding unit CU between corresponding pixel points to current coded unit CU and reference frame
And acquisition;
The difference sum that the current coded unit CU matches the brightness histogram between coding unit CU with reference frame is
Asked by the difference that the histogram value between coding unit CU between corresponding grey scale level is matched to current coded unit CU and reference frame
And acquisition;
WCUFor the pixel number in current coded unit CU, first threshold value is 1-10, and Second Threshold value is 0-
2。
Further, before LIC patterns are carried out, the LIC marks of current coded unit CU adjacent encoder unit are first calculated
Position is genuine total quantityJudge whether to meet again:If meeting, current coded unit CU is skipped
LIC patterns, otherwise, current coded unit proceed the FRUC Merge patterns and 2N × 2N patterns for having LIC;
Wherein, CUxThe adjacent cells of expression current coded unit, x ∈ { Left, AboveLeft, Above, Col },
CULeft、CUAboveLeft、CUAbove、CUColLeft adjacent block, the adjacent block in upper left, upper adjacent block and the same position of current coded unit are represented respectively
Block, the same position block refers to be in reference frame, and the coding as the position of position and current coded unit in the current frame
Unit;f(CUx) represent current coded unit adjacent cells LIC flag bits, if very, value is 1, otherwise, value is 0.
Further, current coded unit have after LIC FRUC Merge patterns and 2N × 2N patterns, followed by entering
IMV_2N × 2N pattern of the row without LIC, obtains corresponding rate distortion costs under all patterns, and with minimum rate distortion costs correspondence
Pattern be used as optimal mode;If optimal mode is the pattern handled by LIC, and adjacent encoder unit LIC flag bits are true
Total quantityIt is not 0, then current coded unit proceeds the IMV_2N × 2N patterns for having LIC;Otherwise, it is current to compile
Code unit skips LIC IMV_2N × 2N patterns.
A kind of quick interframe encoding mode selection device that LIC is compensated based on local luminance, including:
Rate distortion costs computing unit, the Affine for carrying out no LIC successively to the coding unit in all frame of video
Merge patterns, common Merge patterns, FRUC Merge patterns and 2N × 2N patterns, obtain the rate of coding unit under each pattern
Distortion cost;
Selecting unit, by selecting the corresponding pattern of minimum rate distortion costs as the coding mode of coding unit;
Unit is skipped, if the LIC mode flags position of frame where current coded unit is true, is worked as according to following rule judgment
Whether preceding coding unit skips LIC patterns:
If the brightness value residual error rate, in current coded unit CULess than setting first threshold or present encoding
Histogram difference rate in unit CULess than Second Threshold is set, then current coded unit skips LIC patterns;
Wherein, SumPixelSADAnd SumHistSADRepresent that current coded unit CU matches coding unit with reference frame respectively
The difference sum of brightness value residual sum and brightness histogram between CU;
The reference frame matching coding unit CU is to utilize motion vector of the current coded unit under selected coding mode
MV, carries out the coding unit that motion compensation is obtained, the same position block refers to be in reference frame, and position to reference frame with position block
Coding unit as the position of current coded unit in the current frame;
The current coded unit CU matches the brightness value residual sum SumPixel between coding unit CU with reference frameSAD
It is to be asked by matching the difference of the pixel value between coding unit CU between corresponding pixel points to current coded unit CU and reference frame
And acquisition;
The current coded unit CU matches the difference sum of the brightness histogram between coding unit CU with reference frame
SumHistSADIt is by matching the Nogata between coding unit CU between corresponding grey scale level with reference frame to current coded unit CU
The difference summation of map values is obtained;
WCUFor the pixel number in current coded unit CU, first threshold value is 1-10, and Second Threshold value is 0-
2。
Further, before LIC patterns are carried out, marked by counting the current coded unit CU LIC of adjacent encoder unit
Will position is genuine total quantityAnd judgeWhether be 0, if 0, then current coded unit CU skip LIC moulds
Formula, otherwise, current coded unit proceed the FRUC Merge patterns and 2N × 2N patterns for having LIC.
Further, in addition to optimal mode choose unit, if choose optimal mode belong to the mould handled by LIC
Formula, and adjacent encoder unit LIC flag bits are genuine total quantityIt is not 0, then current coded unit proceeds to have
LIC IMV_2N × 2N patterns, otherwise, skip LIC IMV_2N × 2N patterns;
It is the FRUC Merge patterns and 2N × 2N for having LIC in current coded unit progress that the optimal mode, which chooses unit,
After pattern, followed by IMV_2N × 2N patterns without LIC of progress, corresponding rate distortion costs under all patterns are obtained, and with most
The corresponding pattern of small rate distortion costs selects optimal mode.
Beneficial effect
The invention provides a kind of quick interframe coding mode selection method and device that LIC is compensated based on local luminance,
The program shifts to an earlier date anticipation by the brightness variation characteristic and temporal correlation of video and goes out that LIC encoding block need not be carried out, and skips not
Necessary and time-consuming LIC selection courses, reduce the computation complexity of coding, reduce the scramble time;Be embodied in it is following some:
1. the brightness variation characteristic of video sequence is obtained using current coded unit CU and reference frame match block histogram,
Avoid encoding the LIC mode selection processes taken in flow, reduce the scramble time;
2. avoiding encoding the LIC mode selection processes taken in flow using the temporal correlation of video sequence, reduce
The computation complexity of Video coding of new generation, is improved greatly code efficiency;
3. the optimal LIC pattern informations obtained using non-IMV patterns avoid LIC moulds unnecessary in IMV_2N × 2N patterns
Formula selection course, improves code efficiency;
4. the present invention is simple and easy to apply, be conducive to the Industry Promotion of video encoding standard of new generation.
Brief description of the drawings
Fig. 1 is the adjacent pixel schematic diagram for obtaining LIC parameters;
Fig. 2 is overall flow figure of the invention.
Embodiment
Below in conjunction with drawings and examples, the present invention is described further.
To reduce the scramble time, improve operating efficiency, the technical scheme that specifically uses of the present invention for:First determine whether current block
Whether place picture frame needs to carry out the selection of LIC patterns, if so, then calculating current block and the brightness of reference frame match block first
The difference and SumHist of histogramSADAnd brightness value residual error and SumPixelSADIf, SumHistSAD/WCU<λ0Or
SumPixelSAD/WCU<λ1, then it is assumed that current block matched with reference frame Block Brightness change it is unobvious, then in advance judge current block without
Luminance compensation need to be carried out, and skips LIC mode selection processes.Secondly, if not the LIC patterns of optimal mode are no in IMV, then jump
Cross the LIC mode selection processes of IMV patterns.In addition, according to the temporal correlation of video sequence, obtain current block adjacent block and
Anticipation is carried out to its LIC pattern with position block, if its adjacent block and LIC patterns with position block are no, then it is assumed that the LIC of current block
Pattern is also no, directly skips time-consuming LIC mode selection processes.
A kind of quick interframe encoding mode selection device that LIC is compensated based on local luminance, including:
Rate distortion costs computing unit, the Affine for carrying out no LIC successively to the coding unit in all frame of video
Merge patterns, common Merge patterns, FRUC Merge patterns and 2N × 2N patterns, obtain the rate of coding unit under each pattern
Distortion cost;
Selecting unit, by selecting the corresponding pattern of minimum rate distortion costs as the coding mode of coding unit;
Unit is skipped, if the LIC mode flags position of frame where current coded unit is true, is worked as according to following rule judgment
Whether preceding coding unit skips LIC patterns:
If the brightness value residual error rate, in current coded unit CULess than setting first threshold or present encoding
Histogram difference rate in unit CULess than Second Threshold is set, then current coded unit skips LIC patterns;
Wherein, SumPixelSADAnd SumHistSADRepresent that current coded unit CU matches coding unit with reference frame respectively
The difference sum of brightness value residual sum and brightness histogram between CU;
The reference frame matching coding unit CU is the motion arrow using current coded unit CU under selected coding mode
MV is measured, the coding unit that motion compensation is obtained is carried out with position block to reference frame, the same position block refers to be in reference frame, and position
Put the coding unit as current coded unit position in the current frame;
The current coded unit CU matches the brightness value residual sum SumPixel between coding unit CU with reference frameSAD
It is to be asked by matching the difference of the pixel value between coding unit CU between corresponding pixel points to current coded unit CU and reference frame
And acquisition;
The current coded unit CU matches the difference sum of the brightness histogram between coding unit CU with reference frame
SumHistSADIt is by matching the Nogata between coding unit CU between corresponding grey scale level with reference frame to current coded unit CU
The difference summation of map values is obtained;
WCUFor the pixel number in current coded unit CU, first threshold value is 1-10, and Second Threshold value is 0-
2。
It is genuine by counting the current coded unit CU LIC flag bits of adjacent encoder unit before LIC patterns are carried out
Total quantityAnd judgeWhether be 0, if 0, then current coded unit CU skip LIC patterns, otherwise, when
Preceding coding unit proceeds the FRUC Merge patterns and 2N × 2N patterns for having LIC.
Also include optimal mode and choose unit, if the optimal mode chosen belongs to the pattern handled by LIC, and adjacent volume
Code unit LIC flag bits are genuine total quantityBe not 0, then current coded unit proceed the IMV_2N that has LIC ×
2N patterns, otherwise, skip LIC IMV_2N × 2N patterns;
It is the FRUC Merge patterns and 2N × 2N for having LIC in current coded unit progress that the optimal mode, which chooses unit,
After pattern, followed by IMV_2N × 2N patterns without LIC of progress, corresponding rate distortion costs under all patterns are obtained, and with most
The corresponding pattern of small rate distortion costs selects optimal mode.
Embodiment one
A kind of quick interframe coding mode selection method that LIC is compensated based on local luminance, is comprised the following steps:
Step one:In inter prediction, JEM encoders carry out no LIC (no LIC successively:Local luminance compensation is not carried out)
Affine Merge, common Merge, FRUC Merge and 2N × 2N patterns, then go out one according to rate distortion costs decision-making
Optimal mode;
Step 2:The LIC mode flags position of picture frame where obtaining current coded unit CU first, is initialized with this and worked as
Preceding piece of LIC flag bits Cur_ICFlagIf, Cur_ICFlag=true, then continue step 3;Otherwise, step 8 is gone to;
Step 3:Motion vector MV is obtained using the optimal mode obtained in step one, then reference frame is entered with position block
Row motion compensation, i.e., carry out translating the match block RefCU for obtaining current CU according to the MV to same position block;
Step 4:Each pixel is bright in the match block RefCU obtained using step 3, acquisition current block and match block
Angle value.Accordingly generate brightness histogram CurrHist [NPel]、RefHist[NPel], wherein, NPelFor brightness in video sequence
Maximum occurrences, because brightness span is 0~255 in cycle tests, therefore value is 255 in algorithm.In addition, passing through
Calculate current block and match block brightness value residual error and SumPixelSAD, CurrCU [i], RefCU [i] be respectively in formula
For current block and the pixel value of match block, WCUFor CU sizes, i.e. pixel number.
In addition, histogram generating mode is as follows
Hist [i]=∑ f (x, y, i) (x, y) ∈ CU, i ∈ [0, NPel]
Wherein, Pixel_value (x, y) is the pixel value that coordinate points are (x, y) place in current coded unit CU.
Step 5:Histogram CurrHist [the N generated using step 4Pel]、RefHist[NPel], pass through
Calculate the difference and SumHist of current block and match block brightness histogramSAD。
Step 6:SumPixel obtained by being calculated using step 4 and step 5SADAnd SumHistSADMake the following judgment,
If meeting any one in two formulas, then it is assumed that current coded unit CU is not obvious with matching Block Brightness change, without progress office
Portion's luminance compensation, assignment Cur_ICFlag=false simultaneously goes to step 8;Otherwise, Cur_ICFlagFormer value is maintained, is true, and
Continue next step
SumHistSAD/WCU<λ0
SumPixelSAD/WCU<λ1
In formula, λ0、λ1It is threshold value (by many experiments statistics, when taking λ0=0.5, λ1Encoding efficiency is optimal when=5), WCU
For current CU sizes, i.e. pixel number.
Step 7:Encoder carries out having LIC (to have LIC:Carry out local luminance compensation) FRUC Merge patterns and 2N ×
2N patterns, and optimal mode is gone out according to rate distortion costs decision-making.
Step 8:Encoder carries out whole pixel IMV_2N × 2N patterns without LIC, is still gone out according to rate distortion costs decision-making
Optimal mode and the LIC information IC_Flag_temp for obtaining the optimal mode.Then according to Cur_ICFlagSelect subsequent operation,
If Cur_ICFlag=true, then carry out next step, otherwise, goes to step 11.
Step 9:The IC_Flag_temp obtained according to step 8, if very, directly carrying out next step, otherwise, goes to
Step 11, it is believed that current coded unit CU need not carry out LIC mode selection processes, and assignment Cur_ICFlag=false,
Step 10:Encoder carries out the IMV_2N × 2N patterns for having LIC.
Step 11:Terminate current algorithm and carry out the judgement of other follow-up patterns.
Embodiment two
A kind of quick interframe coding mode selection method that LIC is compensated based on local luminance, is comprised the following steps:
Step one:In inter prediction, JEM encoders carry out no LIC (no LIC successively:Local luminance compensation is not carried out)
Affine Merge, common Merge, FRUC Merge and 2N × 2N patterns, then go out one according to rate distortion costs decision-making
Optimal mode;
Step 2:Current coded unit CU LIC mode flags position is obtained first, and the LIC of current block is initialized with this
Flag bit Cur_ICFlagIf, Cur_ICFlag=true, then continue step 3;Otherwise, step 9 is gone to;
Step 3:Motion vector MV is obtained using the optimal mode obtained in step one, then reference frame is entered with position block
Row motion compensation, i.e., carry out translating the match block RefCU for obtaining current coded unit CU according to the MV to same position block;
Step 4:The match block RefCU obtained using step 3, obtains each pixel in current coded unit and match block
The brightness value of point.Accordingly generate brightness histogram CurrHist [NPel]、RefHist[NPel], wherein, NPelFor in video sequence
The maximum occurrences of brightness, because brightness span is 0~255 in cycle tests, therefore value is 255 in algorithm.In addition, passing through
Calculate current coded unit CU and match block brightness value residual error and SumPixelSAD, CurrCU [i] in formula,
RefCU [i] is respectively current coded unit CU and the pixel value of match block, WCUFor CU sizes, i.e. pixel number.
In addition, histogram generating mode is as follows
Hist [i]=∑ f (x, y, i) (x, y) ∈ CU, i ∈ [0, NPel]
Wherein, Pixel_value (x, y) is the pixel value that coordinate points are (x, y) place in current coded unit CU.
Step 5:Histogram CurrHist [the N generated using step 4Pel]、RefHist[NPel], pass through
Calculate the difference and SumHist of current coded unit CU and match block brightness histogramSAD。
Step 6:SumPixel obtained by being calculated using step 4 and step 5SADAnd SumHistSADMake the following judgment,
If meeting any one in following two formulas, then it is assumed that current coded unit CU is not obvious with matching Block Brightness change, without entering
Row local luminance is compensated, assignment Cur_ICFlag=false simultaneously goes to step 9;Otherwise, Cur_ICFlagFormer value is maintained, is
Very, and next step is continued;
SumHistSAD/WCU<λ0
SumPixelSAD/WCU<λ1
In formula, λ0、λ1It is threshold value (by many experiments statistics, when taking λ0=0.5, λ1Encoding efficiency is optimal when=5), WCU
For current CU sizes, i.e. pixel number.
Step 7:If the formula in step 6 is unsatisfactory for, obtain current coded unit CU top, left, upper left side,
And reference frame is with position block CUAbove、CULeft、CUAboveLeft、CUCol.These adjacent blocks and with position block completed coding, can
To obtain its LIC flag bit ICFlag(indicating whether certain CU block carries out local luminance compensation), according to
Wherein, CUx∈{CUAbove、CULeft、CUAboveLeft、CUCol, calculate the LIC patterns for obtaining current coded unit CU
Flag bit Cur_ICFlag.If Cur_ICFlag=true, carries out next step, otherwise, goes to step 9.
Step 8:Encoder carries out having LIC (to have LIC:Carry out local luminance compensation) FRUC Merge patterns and 2N ×
2N patterns, and optimal mode is gone out according to rate distortion costs decision-making.
Step 9:Encoder carries out whole pixel IMV_2N × 2N patterns without LIC, is still gone out according to rate distortion costs decision-making
Optimal mode and the LIC information IC_Flag_temp for obtaining the optimal mode.Then according to Cur_ICFlagSelect subsequent operation,
If Cur_ICFlag=true, then carry out next step, otherwise, goes to step 11.
Step 10:Encoder carries out the IMV_2N × 2N patterns for having LIC.
Step 11:Terminate current algorithm and carry out the judgement of other follow-up patterns.
Embodiment three
It is a kind of based on local luminance compensate LIC quick interframe coding mode selection method, detailed process as shown in Fig. 2
Comprise the following steps:
Step one:In inter prediction, JEM encoders carry out no LIC (no LIC successively:Local luminance compensation is not carried out)
Affine Merge, common Merge, FRUC Merge and 2N × 2N patterns, then go out one according to rate distortion costs decision-making
Optimal mode;
Step 2:Current CU LIC mode flags position is obtained first, and the LIC flag bits of current block are initialized with this
Cur_ICFlagIf, Cur_ICFlag=true, then continue step 3;Otherwise, step 9 is gone to;
Step 3:Motion vector MV is obtained using the optimal mode obtained in step one, then reference frame is entered with position block
Row motion compensation, i.e., carry out translating the match block RefCU for obtaining current CU according to the MV to same position block;
Step 4:Each pixel is bright in the match block RefCU obtained using step 3, acquisition current block and match block
Angle value.Accordingly generate brightness histogram CurrHist [NPel]、RefHist[NPel], wherein, NPelFor brightness in video sequence
Maximum occurrences, because brightness span is 0~255 in cycle tests, therefore value is 255 in algorithm.In addition, passing through
Calculate current block and match block brightness value residual error and SumPixelSAD, CurrCU [i], RefCU [i] be respectively in formula
For current block and the pixel value of match block, WCUFor CU sizes, i.e. pixel number.
In addition, histogram generating mode is as follows
Hist [i]=∑ f (x, y, i) (x, y) ∈ CU, i ∈ [0, NPel]
Wherein, Pixel_value (x, y) is the pixel value that coordinate points are (x, y) place in current CU.
Step 5:Histogram CurrHist [the N generated using step 4Pel]、RefHist[NPel], pass through
Calculate the difference and SumHist of current block and match block brightness histogramSAD。
Step 6:SumPixel obtained by being calculated using step 4 and step 5SADAnd SumHistSADMake the following judgment,
If meeting any one in two formulas, then it is assumed that current coded unit CU is not obvious with matching Block Brightness change, without progress office
Portion's luminance compensation, assignment Cur_ICFlag=false simultaneously goes to step 9;Otherwise, Cur_ICFlagFormer value is maintained, is true, and
Continue next step;
SumHistSAD/WCU<λ0
SumPixelSAD/WCU<λ1
In formula, λ0、λ1It is threshold value (by many experiments statistics, when taking λ0=0.5, λ1Encoding efficiency is optimal when=5), WCU
For current CU sizes, i.e. pixel number.
Step 7:If the formula in step 6 is unsatisfactory for, current CU top, left, upper left side, Yi Jican are obtained
Frame is examined with position block CUAbove、CULeft、CUAboveLeft、CUCol.These adjacent blocks and with position block completed coding, can obtain
Its LIC flag bit ICFlag(indicating whether certain CU block carries out local luminance compensation), according to
Wherein, CUx∈{CUAbove、CULeft、CUAboveLeft、CUCol, calculate the LIC patterns for obtaining current coded unit CU
Flag bit Cur_ICFlag.If Cur_ICFlag=true, carries out next step, otherwise, goes to step 9.
Step 8:Encoder carries out having LIC (to have LIC:Carry out local luminance compensation) FRUC Merge patterns and 2N ×
2N patterns, and optimal mode is gone out according to rate distortion costs decision-making.
Step 9:Encoder carries out whole pixel IMV_2N × 2N patterns without LIC, is still gone out according to rate distortion costs decision-making
Optimal mode and the LIC information IC_Flag_temp for obtaining the optimal mode.Then according to Cur_ICFlagSelect subsequent operation,
If Cur_ICFlag=true, then carry out next step, otherwise, goes to step 12.
Step 10:The IC_Flag_temp obtained according to step 9, if very, directly carrying out next step, otherwise, goes to
Step 12, it is believed that current coded unit CU need not carry out LIC mode selection processes, and assignment Cur_ICFlag=false;
Step 11:Encoder carries out the IMV_2N × 2N patterns for having LIC.
Step 12:Terminate current algorithm and carry out the judgement of other follow-up patterns.
Described block is coding unit in instances.
In order to verify the correctness and validity of the present invention, based on reference software JEM4.0 in Visual Studio
The methods described of embodiment three is realized on 2015 softwares.The configuration selection JEM standard configurations text of the specific coding parameter of all experiments
Part:Encoder_lowdelay_jvet10.cfg and correspondence cycle tests standard configuration file.
For the quality of verification algorithm performance, using BDBR (Bjotegaard Delta Bit rate) and Δ T two
Index is estimated.Wherein, BDBR is the influence to video quality for assessment algorithm, and the bigger explanation algorithms of BDBR are to video
The influence of quality is bigger, i.e. the performance of algorithm is poorer, and it is mainly by setting four groups of different quantization parameter QP to obtain four
Different Bits and PSNR are organized to be calculated.Δ T is then the lifting for reflecting current algorithm to encoder efficiency, its calculation formula
It is as follows:
Wherein, TorgRepresent using the Raw encoder coding used time for being not added with any fast algorithm, TnewRepresent
The time required to accelerating to encode after the short-cut counting method, Δ T then represents the percentage for accelerating that encoder is lifted in efficiency after the short-cut counting method.
By experiment simulation, as shown in table 1, Δ Bits% is the bit rate variation compared with traditional encoder to experimental result
Percentage, Δ PSNR/dB is that Y-PSNR changes compared with traditional encoder.
The experimental result of table 1
It can be seen from Simulation results table 1:After the method for the invention, the scramble time reduces 24%, and
It is only 0.49 that BDBR, which rises,.Thus experimental result can be seen that the present invention on the premise of Subjective video quality is ensured, significantly
Ground improves code efficiency, has reached the purpose of the present invention.
Specific embodiment described herein is only to spirit explanation for example of the invention.Technology neck belonging to of the invention
The technical staff in domain can be made various modifications or supplement to described specific embodiment or be replaced using similar mode
Generation, but without departing from the spiritual of the present invention or surmount scope defined in appended claims.
Claims (6)
1. the coding list in a kind of quick interframe coding mode selection method that LIC is compensated based on local luminance, all frame of video
Member carries out no LIC Affine Merge patterns, common Merge patterns, FRUC Merge patterns and 2N × 2N patterns successively, obtains
The rate distortion costs of coding unit under each pattern are obtained, the corresponding pattern of minimum rate distortion costs are selected as the volume of coding unit
Pattern;If the LIC mode flags position of frame where current coded unit is true, current coded unit proceeds have LIC's
FRUC Merge patterns and 2N × 2N patterns, it is characterised in that obtain current coded unit CU and match coding unit with reference frame
Brightness value residual sum SumPixel between CUSADWith the difference sum SumHist of brightness histogramSADIf, current coded unit
Brightness value residual error rate, in CULess than the histogram difference rate in setting first threshold or current coded unit CULess than Second Threshold is set, then current coded unit skips LIC patterns;
Reference frame matching coding unit CU is the motion vector MV under selected coding mode using current coded unit, right
Reference frame carries out the obtained coding unit of motion compensation with position block, and the same position block refers to be in reference frame, and position and works as
The same coding unit in the position of preceding coding unit in the current frame;
The current coded unit CU matches the brightness value residual sum SumPixel between coding unit CU with reference frameSADIt is logical
Cross and the difference summation of the pixel value between coding unit CU between corresponding pixel points is matched to current coded unit CU and reference frame obtain
;
The difference sum that the current coded unit CU matches the brightness histogram between coding unit CU with reference frame is to pass through
The difference summation that the histogram value between coding unit CU between corresponding grey scale level is matched to current coded unit CU and reference frame is obtained
;
WCUFor the pixel number in current coded unit CU, first threshold value is 1-10, and Second Threshold value is 0-2.
2. according to the method described in claim 1, it is characterised in that before LIC patterns are carried out, first calculate current coded unit CU
Adjacent encoder unit LIC flag bits be genuine total quantityJudge whether to meet again:If full
Foot, then current coded unit CU skips LIC patterns, otherwise, and current coded unit proceeds the FRUCMerge patterns for having LIC
With 2N × 2N patterns;
<mrow>
<msub>
<mi>Cur</mi>
<mrow>
<msub>
<mi>IC</mi>
<mrow>
<mi>F</mi>
<mi>l</mi>
<mi>a</mi>
<mi>g</mi>
</mrow>
</msub>
</mrow>
</msub>
<mo>=</mo>
<mi>&Sigma;</mi>
<mi>f</mi>
<mrow>
<mo>(</mo>
<msub>
<mi>CU</mi>
<mi>x</mi>
</msub>
<mo>)</mo>
</mrow>
</mrow>
Wherein, CUxRepresent the adjacent cells of current coded unit, x ∈ { Left, AboveLeft, Above, Col }, CULeft、
CUAboveLeft、CUAbove、CUColThe left adjacent block of current coded unit, upper left adjacent block, upper adjacent block are represented respectively and with position block, institute
Same position block is stated to refer to be in reference frame, and the coding unit as the position of position and current coded unit in the current frame;f
(CUx) represent current coded unit adjacent cells LIC flag bits, if very, value is 1, otherwise, value is 0.
3. method according to claim 2, it is characterised in that current coded unit carries out the FRUC Merge moulds for having LIC
After formula and 2N × 2N patterns, followed by IMV_2N × 2N patterns without LIC of progress, corresponding rate distortion generation under all patterns is obtained
Valency, and optimal mode is used as using the corresponding pattern of minimum rate distortion costs;If optimal mode is the pattern handled by LIC, and
Adjacent encoder unit LIC flag bits are genuine total quantityIt is not 0, then current coded unit proceeds have LIC's
IMV_2N × 2N patterns;Otherwise, current coded unit skips LIC IMV_2N × 2N patterns.
4. a kind of quick interframe encoding mode selection device that LIC is compensated based on local luminance, it is characterised in that including:
Rate distortion costs computing unit, the Affine for carrying out no LIC successively to the coding unit in all frame of video
Merge patterns, common Merge patterns, FRUC Merge patterns and 2N × 2N patterns, obtain the rate of coding unit under each pattern
Distortion cost;
Selecting unit, by selecting the corresponding pattern of minimum rate distortion costs as the coding mode of coding unit;
Unit is skipped, if the LIC mode flags position of frame where current coded unit is true, is currently compiled according to following rule judgment
Whether code unit skips LIC patterns:
If the brightness value residual error rate, in current coded unit CULess than setting first threshold or current coded unit
Histogram difference rate in CULess than Second Threshold is set, then current coded unit skips LIC patterns;
Wherein, SumPixelSADAnd SumHistSADRespectively represent current coded unit CU matched with reference frame coding unit CU it
Between brightness value residual sum and brightness histogram difference sum;
Reference frame matching coding unit CU is the motion vector MV under selected coding mode using current coded unit, right
Reference frame carries out the obtained coding unit of motion compensation with position block, and the same position block refers to be in reference frame, and position and works as
The same coding unit in the position of preceding coding unit in the current frame;
The current coded unit CU matches the brightness value residual sum SumPixel between coding unit CU with reference frameSADIt is logical
Cross and the difference summation of the pixel value between coding unit CU between corresponding pixel points is matched to current coded unit CU and reference frame obtain
;
The current coded unit CU matches the difference sum of the brightness histogram between coding unit CU with reference frame
SumHistSADIt is by matching the Nogata between coding unit CU between corresponding grey scale level with reference frame to current coded unit CU
The difference summation of map values is obtained;
WCUFor the pixel number in current coded unit CU, first threshold value is 1-10, and Second Threshold value is 0-2.
5. device according to claim 4, it is characterised in that before LIC patterns are carried out, by counting current coded unit
The LIC flag bits of CU adjacent encoder unit are genuine total quantityAnd judgeWhether it is 0, if 0, then
Current coded unit CU skips LIC patterns, otherwise, and current coded unit proceeds FRUC Merge patterns and the 2N for having LIC
× 2N patterns.
6. device according to claim 5, it is characterised in that also choose unit including optimal mode, if that chooses is optimal
Pattern belongs to the pattern handled by LIC, and adjacent encoder unit LIC flag bits are genuine total quantityIt is not 0, then
Current coded unit proceeds the IMV_2N × 2N patterns for having LIC, otherwise, skips LIC IMV_2N × 2N patterns;
It is the FRUC Merge patterns and 2N × 2N patterns for having LIC in current coded unit progress that the optimal mode, which chooses unit,
Afterwards, followed by IMV_2N × 2N patterns without LIC of progress, corresponding rate distortion costs under all patterns are obtained, and with minimum rate
The corresponding pattern of distortion cost selects optimal mode.
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Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20090003455A1 (en) * | 2007-06-26 | 2009-01-01 | Do-Young Joung | Method and apparatus for illumination compensation in multi-view video coding |
EP2165544A2 (en) * | 2007-06-25 | 2010-03-24 | Samsung Electronics Co., Ltd. | Method and apparatus for illumination compensation in multi-view video coding |
CN102215389A (en) * | 2010-04-09 | 2011-10-12 | 华为技术有限公司 | Video coding and decoding methods and devices capable of realizing local luminance compensation |
-
2017
- 2017-07-05 CN CN201710541886.4A patent/CN107147911B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2165544A2 (en) * | 2007-06-25 | 2010-03-24 | Samsung Electronics Co., Ltd. | Method and apparatus for illumination compensation in multi-view video coding |
CN101715652A (en) * | 2007-06-25 | 2010-05-26 | 三星电子株式会社 | Method and apparatus for illumination compensation in multi-view video coding |
US20090003455A1 (en) * | 2007-06-26 | 2009-01-01 | Do-Young Joung | Method and apparatus for illumination compensation in multi-view video coding |
CN102215389A (en) * | 2010-04-09 | 2011-10-12 | 华为技术有限公司 | Video coding and decoding methods and devices capable of realizing local luminance compensation |
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