Pyramid algorithm for video compression and video analysis

    公开(公告)号:US11259051B2

    公开(公告)日:2022-02-22

    申请号:US16300986

    申请日:2017-05-14

    申请人: NUMERI LTD.

    IPC分类号: H04N19/61 H04N19/59

    摘要: A method of representing image data comprising a spatial pyramid data structure of order L, said method comprising: providing an initial representation of said image data, said representation comprising a set of lattices of level 0; connecting each said lattices of level 0 to said image data; performing L reduction steps each comprising: for each one of at least one current lattice of the current level, optionally blurring said current lattice; providing a plurality of down sampled sub-lattices of said current optionally blurred lattice, said at least one current lattice being the parent lattice of said respective plurality of down sampled sub-lattices; and connecting said plurality of down sampled sub-lattices to said respective parent lattice, wherein said plurality of down sampled sub-lattices of the current level, comprise the set of current lattices for the next level.

    Video compression method
    2.
    发明授权

    公开(公告)号:US10334256B2

    公开(公告)日:2019-06-25

    申请号:US14433780

    申请日:2013-09-30

    申请人: NUMERI LTD.

    摘要: A method of decoding and encoding video, the encoding method comprising: receiving a video; performing a shrink operation on the received video, the shrink operation comprising: creating a first lower resolution video from the video; and sequentially creating additional N−1 lower resolution videos, each one of the additional lower resolution videos created from the preceding lower resolution video; compressing the lowest resolution video; creating a lowest resolution reconstructed video by decompressing the lowest resolution compressed video; performing a first raise operation on the lowest resolution reconstructed video, the first raise operation comprising sequentially creating N higher resolutions reconstructed videos, each one of the higher resolution reconstructed videos created from the preceding lower resolution reconstructed video by: creating a higher resolution video from the lower resolution reconstructed video; computing a residual between the respective lower resolution video and the created higher resolution video; compressing the computed residual; decompressing the compressed residual; and combining the decompressed residual with the created higher resolution video, yielding the respective higher resolution reconstructed video; and providing a bit stream comprising the lowest resolution compressed video, said compressed residuals and control information.

    MULTI-LEVEL TEMPORAL RESOLUTION INCREASE OF VIDEO

    公开(公告)号:US20190096036A1

    公开(公告)日:2019-03-28

    申请号:US16166419

    申请日:2018-10-22

    申请人: NUMERI LTD.

    摘要: A method of increasing temporal resolution the method a) provides a current video having an initial spatial resolution and an initial temporal resolution, the current video has a temporally reduced video of an original video; b) repeatedly reduces the spatial resolution of the current video and the original video to produce a lowest spatial resolution current video and original video, the lowest spatial resolution current video having the initial temporal resolution; c) increases the temporal resolution of the lowest spatial resolution current video; d) increases the temporal resolution of the next higher spatial resolution current video; and e) repeats step (d) up to the initial spatial resolution. Steps e) and d) further include calculating enhancement data and using the enhancement data to enhance the increased temporal resolution of the current video, the calculating including using the respective reduced spatial resolution original video.

    Multi-level temporal resolution increase of video

    公开(公告)号:US10733704B2

    公开(公告)日:2020-08-04

    申请号:US16166419

    申请日:2018-10-22

    申请人: NUMERI LTD.

    摘要: A method of increasing temporal resolution the method a) provides a current video having an initial spatial resolution and an initial temporal resolution, the current video has a temporally reduced video of an original video; b) repeatedly reduces the spatial resolution of the current video and the original video to produce a lowest spatial resolution current video and original video, the lowest spatial resolution current video having the initial temporal resolution; c) increases the temporal resolution of the lowest spatial resolution current video; d) increases the temporal resolution of the next higher spatial resolution current video; and e) repeats step (d) up to the initial spatial resolution. Steps c) and d) further include calculating enhancement data and using the enhancement data to enhance the increased temporal resolution of the current video, the calculating including using the respective reduced spatial resolution original video.

    VIDEO COMPRESSION METHOD
    5.
    发明申请
    VIDEO COMPRESSION METHOD 审中-公开
    视频压缩方法

    公开(公告)号:US20150256837A1

    公开(公告)日:2015-09-10

    申请号:US14433780

    申请日:2013-09-30

    申请人: NUMERI LTD.

    IPC分类号: H04N19/184 H04N19/117

    摘要: A method of decoding and encoding video, the encoding method comprising: receiving a video; performing a shrink operation on the received video, the shrink operation comprising: creating a first lower resolution video from the video; and sequentially creating additional N−1 lower resolution videos, each one of the additional lower resolution videos created from the preceding lower resolution video; compressing the lowest resolution video; creating a lowest resolution reconstructed video by decompressing the lowest resolution compressed video; performing a first raise operation on the lowest resolution reconstructed video, the first raise operation comprising sequentially creating N higher resolutions reconstructed videos, each one of the higher resolution reconstructed videos created from the preceding lower resolution reconstructed video by: creating a higher resolution video from the lower resolution reconstructed video; computing a residual between the respective lower resolution video and the created higher resolution video; compressing the computed residual; decompressing the compressed residual; and combining the decompressed residual with the created higher resolution video, yielding the respective higher resolution reconstructed video; and providing a bit stream comprising the lowest resolution compressed video, said compressed residuals and control information.

    摘要翻译: 一种解码和编码视频的方法,所述编码方法包括:接收视频; 对所接收的视频执行收缩操作,收缩操作包括:从视频创建第一低分辨率视频; 并依次创建额外的N-1低分辨率视频,从前面的较低分辨率视频创建的每个附加的较低分辨率视频; 压缩最低分辨率视频; 通过解压缩最低分辨率的压缩视频来创建最低分辨率的重建视频; 在最低分辨率重建视频上执行第一次提升操作,第一提升操作包括顺序地创建N个较高分辨率的重建视频,通过以下操作创建更高分辨率的视频:通过以下方式创建更高分辨率的视频 较低分辨率的重建视频; 计算相应的较低分辨率视频与所创建的较高分辨率视频之间的残差; 压缩计算残差; 解压缩压缩残留物; 并且将解压缩残差与所产生的较高分辨率视频组合,产生相应的更高分辨率的重建视频; 以及提供包括最低分辨率压缩视频,所述压缩残差和控制信息的比特流。

    Multi-level temporal resolution increase of video

    公开(公告)号:US11074673B2

    公开(公告)日:2021-07-27

    申请号:US16798527

    申请日:2020-02-24

    申请人: NUMERI LTD.

    摘要: A method of increasing temporal resolution: a) provides an original video having a given spatial resolution; b) compresses a first frame of said original video using any image compression method; and c) repeatedly compresses a next frame of said original video using the steps of: i. providing a current video comprising the already compressed video frames, said current video having an initial spatial resolution; ii. repeatedly reducing the spatial resolution of said current video and the spatial resolution of said next frame of the original video, to produce a lowest level spatial resolution current video and a lowest level spatial resolution next frame of the original video; and iii. compressing said lowest level spatial resolution next frame of the original video to produce a lowest level compressed next frame.

    A New Pyramid Algorithm For Video Compression And Video Analysis

    公开(公告)号:US20200314451A1

    公开(公告)日:2020-10-01

    申请号:US16300986

    申请日:2017-05-14

    申请人: NUMERI LTD.

    IPC分类号: H04N19/61 H04N19/59

    摘要: A method of representing image data comprising a spatial pyramid data structure of order L, said method comprising: providing an initial representation of said image data, said representation comprising a set of lattices of level 0; connecting each said lattices of level 0 to said image data; performing L reduction steps each comprising: for each one of at least one current lattice of the current level, optionally blurring said current lattice; providing a plurality of down sampled sub-lattices of said current optionally blurred lattice, said at least one current lattice being the parent lattice of said respective plurality of down sampled sub-lattices; and conecting said plurality of down sampled sub-lattices to said respective parent lattice, wherein said plurality of down sampled sub-lattices of the current level, comprise the set of current lattices for the next level.

    Multi-Level Spatial-Temporal Resolution Increase Of Video
    8.
    发明申请
    Multi-Level Spatial-Temporal Resolution Increase Of Video 审中-公开
    视频多层空间 - 时间分辨率增加

    公开(公告)号:US20160148346A1

    公开(公告)日:2016-05-26

    申请号:US14899290

    申请日:2014-06-23

    申请人: NUMERI LTD.

    摘要: This invention relates to a method of increasing spatial/temporal resolution including the steps of (a) providing a current video having an initial temporal/spatial resolution; (b) repeatedly reducing the temporal/spatial resolution of the current video to produce a lowest temporal/spatial resolution current video; (c) increasing the spatial/temporal resolution of the lowest temporal/spatial resolution current video; (d) increasing the spatial/temporal resolution of the next higher temporal/spatial resolution current video; and (e) repeating step (d) up to the initial temporal/spatial resolution.

    摘要翻译: 本发明涉及一种增加空间/时间分辨率的方法,包括以下步骤:(a)提供具有初始时间/空间分辨率的当前视频; (b)重复地减少当前视频的时间/空间分辨率以产生最低时间/空间分辨率当前视频; (c)增加最低时间/空间分辨率当前视频的空间/时间分辨率; (d)增加下一个更高的时间/空间分辨率当前视频的空间/时间分辨率; 和(e)重复步骤(d)直到初始时间/空间分辨率。

    Universal video codec
    9.
    发明授权

    公开(公告)号:US10356433B2

    公开(公告)日:2019-07-16

    申请号:US15323899

    申请日:2015-06-24

    申请人: Numeri Ltd.

    摘要: A method of video compression comprising: (a) receiving a first block of video frames; (b) fully compressing the first one or more video frames and partially compressing the other frames in said block of video frames; (c) optionally adding a next block of video frames to the already processed video frames, wherein said processed video frames comprises fully decoded video frames and partially decoded video frames; (d) fully compressing the next one or more frames and partially compressing other frames in said already processed video frames and said optionally next block of video frames; and repeating steps (c) and (d).

    Multi-level spatial resolution increase of video

    公开(公告)号:US10157447B2

    公开(公告)日:2018-12-18

    申请号:US14899290

    申请日:2014-06-23

    申请人: Numeri Ltd.

    摘要: This invention relates to a method of increasing spatial/temporal resolution including the steps of (a) providing a current video having an initial temporal/spatial resolution; (b) repeatedly reducing the temporal/spatial resolution of the current video to produce a lowest temporal/spatial resolution current video; (c) increasing the spatial/temporal resolution of the lowest temporal/spatial resolution current video; (d) increasing the spatial/temporal resolution of the next higher temporal/spatial resolution current video; and (e) repeating step (d) up to the initial temporal/spatial resolution.