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1.
公开(公告)号:US20220321890A1
公开(公告)日:2022-10-06
申请号:US17629281
申请日:2020-07-23
Applicant: Electronics and Telecommunications Research Institute , INDUSTRY-ACADEMIA COOPERATION GROUP OF SEJONG UNIVERSITY
Inventor: Woong LIM , Jin-Young LEE , Gun BANG , Hui-Yong KIM
IPC: H04N19/137 , H04N19/159 , H04N19/182 , H04N19/176
Abstract: Disclosed herein are a method, an apparatus, and a storage medium for image encoding/decoding using geometric partitioning. A target block may be geometrically partitioned, and multiple partitioned regions may be generated from geometric partitioning. Each partitioned region may have a non-square and a non-rectangular shape. Different prediction schemes may be applied to different partitioned regions. The different prediction schemes for multiple partitioned regions may be signaled as explicit information, and may be derived using information about a coding parameter for the target block or the like.
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公开(公告)号:US20210136416A1
公开(公告)日:2021-05-06
申请号:US16768054
申请日:2018-11-27
Inventor: Youn-Hee KIM , Hui-Yong KIM , Seung-Hyun CHO , Jin-Wuk SEOK , Joo-Young LEE , Woong LIM , Jong-Ho KIM , Dae-Yeol LEE , Se-Yoon JEONG , Jin-Soo CHOI
IPC: H04N19/61 , H04N19/105 , H04N19/176 , G06N3/08
Abstract: Disclosed herein are a video decoding method and apparatus and a video encoding method and apparatus. A transformed block is generated by performing a first transformation that uses a prediction block for a target block. A reconstructed block for the target block is generated by performing a second transformation that uses the transformed block. The prediction block may be a block present in a reference image, or a reconstructed block present in a target image. The first transformation and the second transformation may be respectively performed by neural networks. Since each transformation is automatically performed by the corresponding neural network, information required for a transformation may be excluded from a bitstream.
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3.
公开(公告)号:US20210136395A1
公开(公告)日:2021-05-06
申请号:US16770534
申请日:2018-12-07
Applicant: Electronics and Telecommunications Research Institute , RESEARCH AND BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY
Inventor: Dong-San JUN , Jung-Won KANG , Hyunsuk KO , Sung-Chang LIM , Jin-Ho LEE , Ha-Hyun LEE , Byeung-Woo JEON , Hui-Yong KIM , Jee-Yoon PARK
IPC: H04N19/44 , H04N19/122 , H04N19/60 , H04N19/593 , H04N19/119
Abstract: Disclosed herein are a video decoding method and apparatus and a video encoding method and apparatus. Coding decision information of a representative channel of a target block is shared as coding decision information of a target channel of the target block, and decoding of the target block is performed using the coding decision information of the target channel. Since the coding decision information of the representative channel is shared with an additional channel, repeated signaling of identical coding decision information may be prevented. By means of this prevention, the efficiency of encoding and decoding of the target block or the like may be improved.
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公开(公告)号:US20210084290A1
公开(公告)日:2021-03-18
申请号:US16772443
申请日:2018-12-13
Inventor: Seung-Hyun CHO , Joo-Young LEE , Youn-Hee KIM , Jin-Wuk SEOK , Woong LIM , Jong-Ho KIM , Dae-Yeol LEE , Se-Yoon JEONG , Hui-Yong KIM , Jin-Soo CHOI
IPC: H04N19/105 , H04N19/176 , H04N19/159 , H04N19/85
Abstract: Disclosed herein are a method and apparatus for video decoding and a method and apparatus for video encoding. A prediction block for a target block is generated by predicting the target block using a prediction network, and a reconstructed block for the target block is generated based on the prediction block and a reconstructed residual block. The prediction network includes an intra-prediction network and an inter-prediction network and uses a spatial reference block and/or a temporal reference block when it performs prediction. For learning in the prediction network, a loss function is defined, and learning in the prediction network is performed based on the loss function.
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5.
公开(公告)号:US20190306526A1
公开(公告)日:2019-10-03
申请号:US16374601
申请日:2019-04-03
Inventor: Seung-Hyun CHO , Je-Won KANG , Na-Young KIM , Jung-Kyung LEE , Joo-Young LEE , Hyunsuk KO , Youn-Hee KIM , Jong-Ho KIM , Jin-Wuk SEOK , Dae-Yeol LEE , Woong LIM , Se-Yoon JEONG , Hui-Yong KIM , Jin-Soo CHOI
IPC: H04N19/513 , H04N19/105 , H04N19/132 , G06N20/00
Abstract: Disclosed herein are an inter-prediction method and apparatus using a reference frame generated based on deep learning. In the inter-prediction method and apparatus, a reference frame is selected, and a virtual reference frame is generated based on the selected reference frame. A reference picture list is configured to include the generated virtual reference frame, and inter prediction for a target block is performed based on the virtual reference frame. The virtual reference frame may be generated based on a deep-learning network architecture, and may be generated based on video interpolation and/or video extrapolation that use the selected reference frame.
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6.
公开(公告)号:US20170195675A1
公开(公告)日:2017-07-06
申请号:US15015456
申请日:2016-02-04
Inventor: Jin-Wuk SEOK , Myung-Seok KI , Youn-Hee KIM , Hui-Yong KIM , Jin-Soo CHOI
IPC: H04N19/147 , H04N19/124 , H04N19/176 , H04N19/15 , H04N19/13 , H04N19/43 , H04N19/159 , H04N19/117 , H04N19/103 , H04N19/61
CPC classification number: H04N19/147 , H04N19/103 , H04N19/15 , H04N19/176
Abstract: Disclosed herein are an apparatus and method for performing rate-distortion optimization based on cost. The encoding apparatus selects an encoding mode to be used to encode a target block from among multiple modes and performs computation for rate-distortion optimization in the encoding mode. The encoding apparatus calculates a cost of at least one of the multiple modes in relation to the encoding of the target block, and selects the encoding mode from among the multiple modes, based on the cost.
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公开(公告)号:US20250055977A1
公开(公告)日:2025-02-13
申请号:US18922993
申请日:2024-10-22
Inventor: Gun BANG , Woong LIM , Hui-Yong KIM
IPC: H04N19/105 , H04N19/174 , H04N19/176 , H04N19/46
Abstract: Disclosed herein are a method, apparatus, and storage medium for image encoding/decoding using a reference picture. A reference picture list is configured for encoding/decoding of a target block. Upon configuring the reference picture list, a sequence parameter set and a slice header are used. A picture is divided into sub-pictures and/or slices, and reference picture lists are configured for the sub-pictures and/or slices resulting from division. Reference picture lists for slices may be related to each other, and a current reference picture and a future reference picture in one reference picture list may be used in an additional reference picture list.
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8.
公开(公告)号:US20230297833A1
公开(公告)日:2023-09-21
申请号:US18306075
申请日:2023-04-24
Inventor: Seung-Hyun CHO , Youn-Hee KIM , Jin-Wuk SEOK , Joo-Young LEE , Woong LIM , Jong-Ho KIM , Dae-Yeol LEE , Se-Yoon JEONG , Hui-Yong KIM , Jin-Soo CHOI , Je-Won KANG
IPC: G06N3/08 , G06N3/04 , G06V10/82 , G06F18/214
CPC classification number: G06N3/08 , G06F18/214 , G06N3/04 , G06V10/82
Abstract: Disclosed herein are a method and apparatus for compressing learning parameters for training of a deep-learning model and transmitting the compressed parameters in a distributed processing environment. Multiple electronic devices in the distributed processing system perform training of a neural network. By performing training, parameters are updated. The electronic device may share the updated parameter thereof with additional electronic devices. In order to efficiently share the parameter, the residual of the parameter is provided to the additional electronic devices. When the residual of the parameter is provided, the additional electronic devices update the parameter using the residual of the parameter.
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9.
公开(公告)号:US20220272368A1
公开(公告)日:2022-08-25
申请号:US17695648
申请日:2022-03-15
Applicant: Electronics and Telecommunications Research Institute , RESEARCH AND BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY
Inventor: Dong-San JUN , Jung-Won KANG , Hyunsuk KO , Sung-Chang LIM , Jin-Ho LEE , Ha-Hyun LEE , Byeung-Woo JEON , Hui-Yong KIM , Jee-Yoon PARK
IPC: H04N19/44 , H04N19/119 , H04N19/122 , H04N19/186 , H04N19/593 , H04N19/60 , H04N19/82
Abstract: Disclosed herein are a video decoding method and apparatus and a video encoding method and apparatus. Coding decision information of a representative channel of a target block is shared as coding decision information of a target channel of the target block, and decoding of the target block is performed using the coding decision information of the target channel. Since the coding decision information of the representative channel is shared with an additional channel, repeated signaling of identical coding decision information may be prevented. By means of this prevention, the efficiency of encoding and decoding of the target block or the like may be improved.
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公开(公告)号:US20200322628A1
公开(公告)日:2020-10-08
申请号:US16753155
申请日:2018-10-10
Applicant: Electronics and Telecommunications Research Institute , INDUSTRY-UNIVERSITY COOPERATION FOUNDATION KOREA AEROSPACE UNIVERSITY
Inventor: Jin-Ho LEE , Jung-Won KANG , Hyunsuk KO , Sung-Chang LIM , Ha-Hyun LEE , Dong-San JUN , Hui-Yong KIM , Jae-Gon KIM , Do-Hyeon PARK , Yong-Uk YOON
IPC: H04N19/573 , H04N19/176
Abstract: Disclosed herein are a video decoding method and apparatus and a video encoding method and apparatus. In video encoding and decoding, inter-prediction information for a target block may be derived, and inter prediction for a target block may be performed using the derived inter-prediction information. Combined inter-prediction information may be performed by combining multiple pieces of inter-prediction information, and the combined inter-prediction information may be added as a candidate to a list used for inter prediction. One of candidates in the list may be selected for inter prediction for the target block, and inter prediction using the selected candidate may be performed.
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