Image compression sampling method and assembly

    公开(公告)号:US11936869B2

    公开(公告)日:2024-03-19

    申请号:US18246470

    申请日:2021-07-30

    摘要: An image compression sampling method and assembly are provided. The method includes: performing sparse representation on a target image by using an initial sparse matrix, quantifying an initial sparse representation result to obtain an optimized sparse representation result, and obtaining an optimized sparse matrix; constructing a product matrix by using the optimized sparse matrix and an initial measurement matrix, and adjusting absolute values of off-diagonal elements in the product matrix to be less than a correlation threshold; performing singular value decomposition on the product matrix to obtain a diagonal matrix and a left singular matrix, and updating the diagonal matrix according to a quantity of samplings of the initial measurement matrix; and optimizing the initial measurement matrix by using the left singular matrix and the updated diagonal matrix to obtain an optimized measurement matrix, and collecting image data by using the optimized sparse matrix and the optimized measurement matrix.

    Image coding method, image coding apparatus, image decoding method and image decoding apparatus

    公开(公告)号:USRE49788E1

    公开(公告)日:2024-01-02

    申请号:US17336456

    申请日:2021-06-02

    申请人: Sun Patent Trust

    IPC分类号: G06T9/00 G06K9/36 H04N19/70

    CPC分类号: H04N19/70 G06T9/00

    摘要: An apparatus is provided for decoding last position information indicating a horizontal position and a vertical position of a last non-zero coefficient in a predetermined order within a current block to be decoded, the current block being included in a picture and including a plurality of coefficients. The apparatus includes one or more processors, a communication unit, and storage coupled to the one or more processors and the communication unit. The communication unit is configured to transmit a request for a bitstream to an external system, and receive the bitstream from the external system. The one or more processors are configured to obtain the bitstream, perform first arithmetic decoding, perform second arithmetic decoding, derive a horizontal component of the last position information, and derive a vertical component of the last position. A system for decoding and a displaying method are also provided.

    Systems and methods for compressing three-dimensional image data

    公开(公告)号:US11710258B1

    公开(公告)日:2023-07-25

    申请号:US18159354

    申请日:2023-01-25

    申请人: Illuscio, Inc.

    IPC分类号: G06K9/36 G06T9/00 G06T3/40

    CPC分类号: G06T9/00 G06T3/40

    摘要: Disclosed is a compression system for compressing image data. The compression system receives an uncompressed image file with data points that are defined with absolute values for elements representing the data point position in a space. The compression system stores the absolute values defined for a first data point in a compressed image file, determines a difference between the absolute values of the first data point and the absolute values of a second data point, derives a relative value for the absolute values of the second data point from the difference, and stores the relative value in place of the absolute values of the second data point in the compressed image file.

    Information processing apparatus and method

    公开(公告)号:US11508096B2

    公开(公告)日:2022-11-22

    申请号:US16628556

    申请日:2018-06-26

    申请人: SONY CORPORATION

    摘要: The present disclosure relates to information processing apparatus and method that makes it possible to suppress a reduction in encoding efficiency. Information relating to quantization of a three-dimensional position of an encoding target is generated. For example, the information relating to the quantization includes information relating to a coordinate system to be subjected to the quantization, information relating to a bounding box for normalization of position information of the encoding target, or information relating to a voxel for quantization of position information of the encoding target. In addition, three-dimensional information of the encoding target is restored from a signal string on the basis of the information relating to the quantization of the three-dimensional position of the encoding target. The present disclosure is applicable to, for example, an information processing apparatus, an image processing apparatus, an electronic device, an information processing method, a program, or the like.

    Automated process for building material detection in remotely sensed imagery

    公开(公告)号:US11494977B2

    公开(公告)日:2022-11-08

    申请号:US16805461

    申请日:2020-02-28

    发明人: Jeffrey D. Shafer

    IPC分类号: G06K9/36 G06K9/48 G06T17/05

    摘要: A system and method for automatically (without human intervention) identifying a material in an image that comprises a building material for buildings in the image. Building side polygons which may be used to identify building sides in off-nadir imagery are generated. Off-nadir, multispectral images, building footprint data and elevation data for a geographic area are taken as input. Building heights for buildings in the geographic area are determined by clipping the elevation data using the building footprint data and then calculating building heights. A candidate set of polygons representing visible side faces of each building in the images is created from the known building heights, and based on the viewpoint direction, using vector analysis. After culling occluded polygons and polygons too small for analysis, the polygons are associated with a building footprint. Building materials for each building having visible polygons can then be identified.