WO2014045515A1 - 映像符号化装置、映像符号化方法および映像符号化プログラム - Google Patents
映像符号化装置、映像符号化方法および映像符号化プログラム Download PDFInfo
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- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/90—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using coding techniques not provided for in groups H04N19/10-H04N19/85, e.g. fractals
- H04N19/96—Tree coding, e.g. quad-tree coding
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- 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
- H04N19/102—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
- H04N19/103—Selection of coding mode or of prediction mode
- H04N19/105—Selection of the reference unit for prediction within a chosen coding or prediction mode, e.g. adaptive choice of position and number of pixels used for prediction
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- 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
- H04N19/102—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
- H04N19/119—Adaptive subdivision aspects, e.g. subdivision of a picture into rectangular or non-rectangular coding blocks
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- 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
- H04N19/136—Incoming video signal characteristics or properties
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- 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
- H04N19/147—Data rate or code amount at the encoder output according to rate distortion criteria
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- 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
- H04N19/17—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 the unit being an image region, e.g. an object
- H04N19/176—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 the unit being an image region, e.g. an object the region being a block, e.g. a macroblock
Definitions
- the present invention is a quadtree structure determination technique of a video coding scheme based on a recursive quadtree structure such as HEVC, and is suitably applied to, for example, a video coding apparatus.
- Non-Patent Document 1 divides each frame of a digitized video into coding tree units (CTU: Coding Tree Unit), and encodes each CTU in the raster scan order.
- CTU Coding Tree Unit
- Each CTU is divided into coding units (CU: Coding Unit) in a quad tree structure and encoded.
- CU is predicted by being divided into prediction units (PU: Prediction Unit).
- PU Prediction Unit
- the prediction error of each CU is divided into transform units (TU: Transform Unit) in a quadtree structure, and is subjected to frequency conversion.
- CU is a coding unit for intra prediction / interframe prediction.
- intra prediction and interframe prediction will be described.
- Intra prediction is prediction generated from the reconstructed image of the encoding target frame.
- Non-Patent Document 1 defines 33 types of angle intra prediction shown in FIG.
- an intra prediction signal is generated by extrapolating the reconstructed pixels around the encoding target block in any of the 33 types of directions shown in FIG.
- a CU used for intra prediction is referred to as an intra CU.
- Inter-frame prediction is prediction based on an image of a reconstructed frame (reference picture) having a display time different from that of an encoding target frame.
- inter-frame prediction is also referred to as inter prediction.
- FIG. 7 is an explanatory diagram illustrating an example of inter-frame prediction.
- the motion vector MV (mv x , mv y ) indicates the parallel movement amount of the reconstructed image block of the reference picture with respect to the encoding target block.
- an inter prediction signal is generated based on a reconstructed image block of a reference picture (using pixel interpolation if necessary).
- a CU that uses inter prediction is referred to as an inter CU.
- a frame encoded only by an intra CU is called an I frame (or I picture).
- a frame encoded including not only an intra CU but also an inter CU is called a P frame (or P picture).
- a frame that is encoded including an inter CU that uses two reference pictures at the same time as well as one reference picture for inter prediction of a block is called a B frame (or B picture).
- a frequency transform / quantizer 101 includes a frequency transform / quantizer 101, an entropy encoder 102, an inverse frequency transform / inverse quantizer 103, a buffer 104, a predictor 105, and an estimator 106.
- FIG. 9 is an explanatory diagram showing an example of CTU partitioning of frame t and a CU partitioning example of CTU8 of frame t when the spatial resolution of the frame is CIF (CIF: Common Intermediate Format) and the CTU size is 64.
- FIG. 10 is an explanatory diagram showing a quadtree structure corresponding to the CU partitioning example of CTU8.
- FIG. 11 is an explanatory view showing the PU division shape of the CU. If the CU is intra prediction, a square PU partition can be selected (but only 2Nx2N can be selected if the CU is larger than the minimum size). When CU is inter prediction, when CU is larger than 8, PU partition other than NxN can be selected (however, when CU is 8, only 2Nx2N, 2NxN, and Nx2N can be selected).
- FIG. 12 is an explanatory diagram showing an example of TU partitioning of a CU.
- the top row shows an example of intra prediction 2Nx2N PU CU TU partitioning.
- the CU is an intra prediction
- the root of the quad tree is arranged in the PU, and the prediction error is expressed by a quad tree structure.
- the lower row shows an example of inter prediction ⁇ 2NxN PU CU TU partitioning.
- the root of the quad tree is placed in the CU, and the prediction error is expressed by a quad tree structure.
- the estimator 106 determines, for each CTU, a CU quadtree structure / PU partition shape / TU quadtree structure that minimizes the coding cost.
- Non-Patent Document 2 the CU quadtree structure / PU split shape determination process described in Non-Patent Document 2 will be described.
- Non-Patent Document 2 4.8.3 Intra / Inter / PCM mode decision, discloses a CU level mode decision process.
- the CU level mode determination process is a process for determining the PU partition shape and intra / inter prediction of the CU.
- the above-mentioned location discloses a CU quadtree structure determination process that recursively executes a CU level mode determination process for each CU quadtree depth (CUDepthep).
- a set of inter prediction PU partition shape candidates InterCandidate, a set of intra prediction PU partition shape candidates IntraCandidate, and the sum of square error (SSE) coding cost J SSE (mode) for a mode (mode) are as follows: Define as follows.
- InterCandidate ⁇ INTER_2Nx2N, INTER_2NxN, INTER_Nx2N, INTER_2NxN, INTER_2NxN, INTER_2NxnU, INTER_2NxnD, INTER_nLx2N, INTER_nRx2N, INTER_NxN ⁇ .
- IntraCandidate ⁇ INTRA_2Nx2N, INTRA_NxN ⁇ .
- D SSE mode
- R mode mode
- QP QP
- the PU partition shape and the intra prediction / inter prediction bestPUmode that minimize the SSE encoding cost J SSE (mode) are selected from InterCandidate and IntraCandidate.
- the CU level mode decision process can be expressed as follows:
- the SSE encoding cost of a CUDepth CU (hereinafter referred to as a node) is the SSE encoding cost of the best PU mode of that CU. That is, the node SSE encoding cost J SSE (node, CUDepth) is defined as follows.
- the SSE encoding cost of the i-th (1 ⁇ i ⁇ 4) child CU (hereinafter referred to as a child node or leaf) of the CUDepth CU is the SSE encoding cost of the CUDepth + 1 CU. That is, the i-th leaf SSE encoding cost J SSE (leaf (i), CUDepth) is defined below.
- the above-described comparison is recursively performed for each CUDepth cell to determine the quad tree structure of the CTU (that is, the cu_split_flag of the leaf is determined for each CUDepth cell).
- the TU quadtree structure can be determined by a process similar to the CU quadtree structure determination process described above.
- the predictor 105 generates a prediction signal for the input image signal of the CU based on the CU quadtree structure and the PU shape determined by the estimator 106.
- the prediction signal is generated based on the above-described intra prediction or inter prediction.
- the frequency transformer / quantizer 101 performs frequency transformation on the prediction error image obtained by subtracting the prediction signal from the input image signal based on the TU quadtree structure determined by the estimator 106.
- the frequency converter / quantizer 101 quantizes the frequency-converted prediction error image (frequency conversion coefficient).
- the quantized frequency transform coefficient is referred to as a transform quantization value.
- the entropy encoder 102 entropy-encodes cu_split_flag indicating a quad tree structure of CTU, a prediction parameter, and a transform quantization value.
- the inverse frequency transform / inverse quantizer 103 inversely quantizes the transform quantized value. Further, the inverse frequency transform / inverse quantizer 103 performs inverse frequency transform on the inversely quantized frequency transform coefficient. The reconstructed prediction error image subjected to inverse frequency conversion is added with a prediction signal and supplied to the buffer 104.
- the buffer 104 stores the reconstructed image.
- a general video encoding device Based on the above-described operation, a general video encoding device generates a bit stream.
- HM7 High Efficiency Video Coding (HEVC) Test Model 7 Encoder Description, JCTVC-I1002, Joint Collaborative Team on Video Coding (JCT-VC) of ITU-T SG16 WP3 and ISO / IEC JTC1 / SC29 / WG11 9th et CH, 27 April-7 May 2012.
- J SAD (mode) D SAD (mode) + ⁇ motion ⁇ R motion (mode)
- D SAD mode
- R mode mode
- D SATD mode
- SAD Sum of Absolute Difference
- CU header bits not including the number of transformed quantization values
- SSD Sum of Absolute Hadamard
- An object of the present invention is to provide a video encoding device, a video encoding method, and a video encoding program that can prevent the occurrence of ringing noise.
- a video encoding apparatus is a video encoding apparatus that performs video encoding based on a recursive quadtree structure, and determines a node encoding cost of a node image block corresponding to a processing target node; Means for determining a child node encoding cost of each of the child node image blocks corresponding to the four child nodes of the processing target node; means for selecting one or more representative child nodes from the four child nodes of the processing target node; The means for normalizing the node coding cost based on the selected number of one or more representative child nodes, comparing the normalized node coding cost with the child node coding cost of the representative child node, Means for determining whether or not to divide.
- a video encoding method is a video encoding method that performs video encoding based on a recursive quadtree structure, and determines a node encoding cost of a node image block corresponding to a processing target node, The child node encoding cost of each child node image block corresponding to the four child nodes of the node is determined, one or more representative child nodes are selected from the four child nodes of the processing target node, and the selected one or more Normalize the node coding cost based on the number of representative child nodes, compare the normalized node coding cost with the child node coding cost of the representative child node, and decide whether to divide the processing target node It is characterized by doing.
- a video encoding program is a video encoding program applied to a computer that performs video encoding based on a recursive quadtree structure, and includes a node code of a node image block corresponding to a processing target node. Processing for determining the conversion cost, processing for determining the child node encoding cost of each of the child node image blocks corresponding to the four child nodes of the processing target node, and one or more representative child nodes from the four child nodes of the processing target node The node encoding cost based on the selected number of one or more representative child nodes, and the normalized node encoding cost and the child node encoding cost of the representative node are compared. Thus, a process for determining whether to divide the processing target node is executed.
- the encoding cost of the representative child node of the four child nodes of the processing target node is compared with the encoding cost of the processing target node normalized based on the number of representative child nodes. Determine split / non-split of nodes.
- the coding cost sum of the representative child node is smaller than the normalized coding cost. That is, when the prediction error of the processing target node includes a large value locally, the division of the processing target node is selected. Since the video encoding apparatus using the present invention determines the CU quadtree structure in consideration of a large prediction error locally, generation of ringing noise can be prevented.
- FIG. 1 It is a block diagram which shows one Embodiment of the video coding apparatus by this invention. It is explanatory drawing which shows the structural example of the estimator of this invention. It is explanatory drawing which shows the operation example of the estimator of this invention. It is a block diagram which shows the example of the information processing system using the program by this invention. It is a block diagram which shows the principal part of the video coding apparatus by this invention. It is explanatory drawing which shows the example of 33 types of angle intra prediction. It is explanatory drawing which shows the example of inter-frame prediction. It is explanatory drawing which shows the structure of a general video coding apparatus. FIG.
- FIG. 6 is an explanatory diagram showing an example of CTU partitioning of frame t and a CU partitioning example of CTU8 of frame t. It is explanatory drawing which shows a quadtree structure. It is explanatory drawing which shows PU division
- the video encoding device shown in FIG. 1 is similar to the video encoding device shown in FIG. 6, the frequency conversion / quantization unit 101, the entropy encoding unit 102, the inverse frequency conversion / inverse quantization unit 103 ⁇ ⁇ ⁇ ⁇ , and the buffer 104. And a predictor 105. Furthermore, the video encoding apparatus according to the present embodiment includes an estimator 1060.
- estimator 1060 showing the features of the present invention will be described.
- the estimator 1060 includes a node cost calculator 10601, a first leaf cost calculator 10602, a second leaf cost calculator 10603, a third leaf cost calculator 10604, a fourth leaf cost calculator 10605, a representative leaf selector 10606, The cost normalizer 10607? And the node division determiner 10608? The estimator 1060 determines the CU quadtree structure / PU partition shape of CTU.
- the node cost calculator 10601 selects the PU partition shape and the intra prediction / inter prediction bestPUmode that minimize the SATD coding cost J SATD (mode) described above for the current CUDepth CU. The following formula is shown.
- the node cost calculator 10601 sets the SATD encoding cost of bestPUmode to the SATD encoding cost J SATD (node, CUDepth) of the CU. The following formula is shown.
- the SATD encoding cost of the i-th (1 ⁇ i ⁇ 4) child CU (hereinafter referred to as a child node or leaf) of the CU is the SATD encoding cost of the CUDepth + 1 CU.
- the SATD encoding cost J SATD (leaf (i), CUDepth) of the i-th (1 ⁇ i ⁇ 4) leaf CU is defined as follows.
- J SATD (leaf (i), CUDepth) J SATD (node, CUDepth + 1)
- the representative leaf selector 10606 selects K (1 ⁇ K ⁇ 4) representative leaves based on the SATD encoding cost J SATD (leaf (i), CUDepth) of each leaf. Specifically, the representative leaf selector 10606 selects the Lth (1 ⁇ L ⁇ 4) to Mth (L ⁇ M ⁇ 4) leaves as the representative leaves in the order of decreasing SATD encoding cost.
- the SATD encoding cost sorted in ascending order is defined as J ′ SATD (leaf (i), CUDepth).
- the representative leaf selector 10606 sends the representative leaf number K and the representative leaf J ' SATD (leaf (i), CUDepth) (L ⁇ i ⁇ M) to the node cost normalizer 10607 and the node division determiner 10608, respectively. Supply.
- the node cost normalizer 10607 normalizes the node SATD encoding cost J SATD (node, CUDepth) supplied from the node cost calculator 10601 with the representative leaf number K.
- J SATD node, CUDepth
- J ′ SATD node, CUDepth
- the estimator 1060 recursively performs the above-described comparison for each CUDepth cell to determine the CU quadtree structure / PU partition shape of the CTU cell.
- step S101 the node cost calculator 10601 calculates the SATD encoding cost J SATD (node, CUDepth) of the current CUDepth CU.
- the first leaf cost calculator 10602, the second leaf cost calculator 10603, the third leaf cost calculator 10604, and the fourth leaf cost calculator 10605 are the SATD encoding costs of the child CU (leaf) of the CU. J SATD (leaf (i), CUDepth) (1 ⁇ i ⁇ 4) is calculated.
- step S103 the representative leaf selector 10606 determines K (1 ⁇ K ⁇ 4) based on the SATD coding cost J SATD (leaf (i), CUDepth) (1 ⁇ i ⁇ 4) of each leaf. Select a representative leaf.
- step S104 the node division determination unit 10608 calculates the sum of the SATD coding costs of the representative leaf (see Equation 2 shown above).
- step S105 the node cost normalizer 10607 calculates a normalized node SATD encoding cost J ′ SATD (node, CUDepth) based on the representative leaf number K 1.
- step S106 node division determination unit 10608 determines whether J ′ SATD (node, CUDepth) is larger than the value of Expression 2 shown above. If larger, the process proceeds to step S107. Otherwise, the process proceeds to step S108.
- the estimator 1060 of the present embodiment described above is a processing target node normalized based on the encoding cost of the representative child node (representative leaf) of the four child nodes (leafs) of the processing target node and the number of representative child nodes. Are compared with the coding cost of the node to determine whether the node to be processed is divided or not divided.
- the coding cost sum of the representative leaf is normalized coding cost (J ' SATD (node, CUDepth)).
- the video encoding apparatus determines the CU quadtree structure in consideration of a large prediction error locally, generation of ringing noise can be prevented.
- the TU quadtree structure can be determined in consideration of a large prediction error locally.
- each of the above embodiments can be configured by hardware, it can also be realized by a computer program.
- the information processing system shown in FIG. 4 includes a processor 1001, a program memory 1002, a storage medium 1003 for storing video data, and a storage medium 1004 for storing a bitstream.
- the storage medium 1003 and the storage medium 1004 may be separate storage media, or may be storage areas composed of the same storage medium.
- a magnetic storage medium such as a hard disk can be used as the storage medium.
- the program memory 1002 stores a program for realizing the function of each block shown in FIG.
- the processor 1001 implements the function of the video encoding device shown in FIG. 1 by executing processing according to the program stored in the program memory 1002.
- FIG. 5 is a block diagram showing the main part of the video encoding apparatus according to the present invention.
- a video encoding apparatus according to the present invention is a video encoding apparatus that performs video encoding based on a recursive quadtree structure, and performs node encoding of a node image block corresponding to a processing target node.
- An encoding cost determination unit 11 that determines a cost
- a child node encoding cost determination unit 12 that determines a child node encoding cost of each of the child node image blocks corresponding to the four child nodes of the processing target node, and a processing target node
- a representative node selection unit 13 that selects one or more representative child nodes from the four child nodes
- a normalization unit 14 that normalizes the node encoding cost based on the selected number of one or more representative child nodes.
- a division determination unit 15 that compares the normalized node encoding cost with the child node encoding cost of the representative child node to determine whether to divide the processing target node; Provided.
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Abstract
Description
IntraCandidate = {INTRA_2Nx2N, INTRA_NxN}.
JSSE(mode) = DSSE(mode) + λmode・Rmode (mode)
λmode = 2(QP-12)/3
JSATD(mode) = DSATD(mode) + λmotion・Rmotion(mode)
λmotion = 2(QP-12)/6
12 子ノード符号化コスト決定部
13 代表子ノード選択部
14 正規化部
15 分割決定部
101 周波数変換/量子化器
102 エントロピー符号化器
103 逆周波数変換/逆量子化器
104 バッファ
105 予測器
106,1060 推定器
10601 ノードコスト計算器
10602 第1リーフコスト計算器
10603 第2リーフコスト計算器
10604 第3リーフコスト計算器
10605 第4リーフコスト計算器
10606 代表リーフ選択器
10607 ノードコスト正規化器
10608 ノード分割判定器
1001 プロセッサ
1002 プログラムメモリ
1003 記憶媒体
1004 記憶媒体
Claims (9)
- 再帰的クアッドツリー構造に基づいた映像符号化を行う映像符号化装置であって、
処理対象ノードに対応するノード画像ブロックのノード符号化コストを決定する手段と、
処理対象ノードの4つの子ノードに対応する子ノード画像ブロックそれぞれの子ノード符号化コストを決定する手段と、
処理対象ノードの4つの子ノードから1つ以上の代表子ノードを選択する手段と、
前記選択した1つ以上の代表子ノード数に基づいてノード符号化コストを正規化する手段と、
前記正規化したノード符号化コストと前記代表子ノードの子ノード符号化コストを比較して、処理対象ノードを分割するか否かを決定する手段とを備えた
ことを特徴とする映像符号化装置。 - 前記代表子ノードを選択する手段が、子ノード符号化コストが小さい順に1以上4以下の個数の代表子ノードを選択する
請求項1記載の映像符号化装置。 - 処理対象ノードに対応するノード画像ブロックの大きさに応じて、前記代表子ノード数を調整する
請求項2記載の映像符号化装置。 - 再帰的クアッドツリー構造に基づいた映像符号化を行う映像符号化方法であって、
処理対象ノードに対応するノード画像ブロックのノード符号化コストを決定し、
処理対象ノードの4つの子ノードに対応する子ノード画像ブロックそれぞれの子ノード符号化コストを決定し、
処理対象ノードの4つの子ノードから1つ以上の代表子ノードを選択し、
選択された1つ以上の代表子ノード数に基づいてノード符号化コストを正規化し、
正規化されたノード符号化コストと前記代表子ノードの子ノード符号化コストを比較して、処理対象ノードを分割するか否かを決定する
ことを特徴とする映像符号化方法。 - 前記代表子ノードを選択する際、子ノード符号化コストが小さい順に1以上4以下の個数の代表子ノードを選択する
請求項4記載の映像符号化方法。 - 処理対象ノードに対応するノード画像ブロックの大きさに応じて、代表子ノード数を調整する
請求項5記載の映像符号化方法。 - 再帰的クアッドツリー構造に基づいた映像符号化を行うコンピュータに適用される映像符号化プログラムであって、
前記コンピュータに、
処理対象ノードに対応するノード画像ブロックのノード符号化コストを決定する処理、
処理対象ノードの4つの子ノードに対応する子ノード画像ブロックそれぞれの子ノード符号化コストを決定する処理、
処理対象ノードの4つの子ノードから1つ以上の代表子ノードを選択する処理、
前記選択した1つ以上の代表子ノード数に基づいてノード符号化コストを正規化する処理、および、
前記正規化したノード符号化コストと前記代表子ノードの子ノード符号化コストを比較して、処理対象ノードを分割するか否かを決定する処理
を実行させるための映像符号化プログラム。 - コンピュータに、
前記代表子ノードを選択する処理で、子ノード符号化コストが小さい順に1以上4以下の個数の代表子ノードを選択させる
請求項7記載の映像符号化プログラム。 - コンピュータに、
処理対象ノードに対応するノード画像ブロックの大きさに応じて、代表子ノード数を調整させる
請求項8記載の映像符号化プログラム。
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US14/428,505 US20150237345A1 (en) | 2012-09-18 | 2013-08-16 | Video coding device, video coding method, and video coding program |
JP2014536569A JP6191609B2 (ja) | 2012-09-18 | 2013-08-16 | 映像符号化装置、映像符号化方法および映像符号化プログラム |
EP13838663.6A EP2899974A4 (en) | 2012-09-18 | 2013-08-16 | VIDEO CODING DEVICE, VIDEO CODING METHOD, AND VIDEO CODING PROGRAM |
BR112015005387A BR112015005387A2 (pt) | 2012-09-18 | 2013-08-16 | dispositivo de codificação de vídeo, método de codificação de vídeo e programa de codificação de vídeo |
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EP (1) | EP2899974A4 (ja) |
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CN105120291B (zh) * | 2015-08-07 | 2018-04-10 | 中山大学 | 一种基于方差的自适应快速视频编码方法 |
US10805635B1 (en) * | 2016-03-22 | 2020-10-13 | NGCodec Inc. | Apparatus and method for coding tree unit bit size limit management |
US10506258B2 (en) * | 2017-07-13 | 2019-12-10 | Google Llc | Coding video syntax elements using a context tree |
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JPH11164305A (ja) * | 1997-04-24 | 1999-06-18 | Mitsubishi Electric Corp | 動画像符号化方法、動画像符号化装置および動画像復号装置 |
JP2000511366A (ja) * | 1995-10-25 | 2000-08-29 | サーノフ コーポレイション | 4分割ツリーベースの可変ブロックサイズ動き推定装置および方法 |
WO2012077332A1 (ja) * | 2010-12-06 | 2012-06-14 | パナソニック株式会社 | 画像符号化方法、画像復号方法、画像符号化装置及び画像復号装置 |
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US5241395A (en) * | 1989-08-07 | 1993-08-31 | Bell Communications Research, Inc. | Adaptive transform coding using variable block size |
US7672377B2 (en) * | 2006-04-21 | 2010-03-02 | Dilithium Holdings, Inc. | Method and system for video encoding and transcoding |
US7456760B2 (en) * | 2006-09-11 | 2008-11-25 | Apple Inc. | Complexity-aware encoding |
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2013
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- 2013-08-16 US US14/428,505 patent/US20150237345A1/en not_active Abandoned
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JP2000511366A (ja) * | 1995-10-25 | 2000-08-29 | サーノフ コーポレイション | 4分割ツリーベースの可変ブロックサイズ動き推定装置および方法 |
JPH11164305A (ja) * | 1997-04-24 | 1999-06-18 | Mitsubishi Electric Corp | 動画像符号化方法、動画像符号化装置および動画像復号装置 |
WO2012077332A1 (ja) * | 2010-12-06 | 2012-06-14 | パナソニック株式会社 | 画像符号化方法、画像復号方法、画像符号化装置及び画像復号装置 |
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JPWO2014045515A1 (ja) | 2016-08-18 |
US20150237345A1 (en) | 2015-08-20 |
EP2899974A1 (en) | 2015-07-29 |
BR112015005387A2 (pt) | 2017-07-04 |
EP2899974A4 (en) | 2016-03-09 |
JP6191609B2 (ja) | 2017-09-06 |
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