METHOD FOR VISUAL SEARCH, CORRESPONDING SYSTEM, APPARATUS AND COMPUTER PROGRAM PRODUCT
    4.
    发明申请
    METHOD FOR VISUAL SEARCH, CORRESPONDING SYSTEM, APPARATUS AND COMPUTER PROGRAM PRODUCT 审中-公开
    视觉搜索,对应系统,装置和计算机程序产品的方法

    公开(公告)号:US20170060904A1

    公开(公告)日:2017-03-02

    申请号:US15070470

    申请日:2016-03-15

    Abstract: Local descriptors are extracted from digital image information and digital depth information related to digital images. The local descriptors convey appearance description information and shape description information related to the digital images. Global representations of the one or more digital images are generated based on the extracted local descriptors, and are hashed. Visual search queries are generated based on the hashed global representations. The visual search queries include fused appearance description information and shape description information conveyed in the local descriptors. The fusing may occur before the global representations are generated, before the hashing or after the hashing.

    Abstract translation: 从数字图像信息和与数字图像相关的数字深度信息中提取局部描述符。 本地描述符传达与数字图像相关的外观描述信息和形状描述信息。 基于提取的局部描述符生成一个或多个数字图像的全局表示,并且被散列。 基于散列全局表示生成视觉搜索查询。 视觉搜索查询包括在局部描述符中传达的融合外观描述信息和形状描述信息。 融合可能在生成全局表示之前,散列之前或散列之后发生。

    EFFICIENT COMPACT DESCRIPTORS IN VISUAL SEARCH SYSTEMS
    5.
    发明申请
    EFFICIENT COMPACT DESCRIPTORS IN VISUAL SEARCH SYSTEMS 有权
    视觉搜索系统中的高效描述符

    公开(公告)号:US20140185949A1

    公开(公告)日:2014-07-03

    申请号:US13762101

    申请日:2013-02-07

    Abstract: Disclosed embodiments are directed to methods, systems, and circuits of generating compact descriptors for transmission over a communications network. A method according to one embodiment includes receiving an uncompressed descriptor, performing zero-thresholding on the uncompressed descriptor to generate a zero-threshold-delimited descriptor, quantizing the zero-threshold-delimited descriptor to generate a quantized descriptor, and coding the quantized descriptor to generate a compact descriptor for transmission over a communications network. The uncompressed and compact descriptors may be 3D descriptors, such as where the uncompressed descriptor is a SHOT descriptor. The operation of coding can be ZeroFlag coding, ExpGolomb coding, or Arithmetic coding, for example.

    Abstract translation: 公开的实施例涉及生成用于通过通信网络传输的紧凑描述符的方法,系统和电路。 根据一个实施例的方法包括接收未压缩描述符,对未压缩描述符执行零阈值以生成零阈值分隔描述符,量化零阈值分隔描述符以生成量化描述符,并将量化描述符编码为 生成用于通过通信网络传输的紧凑描述符。 未压缩和紧凑的描述符可以是3D描述符,诸如未压缩描述符是SHOT描述符的位置。 例如,编码的操作可以是ZeroFlag编码,ExpGolomb编码或算术编码。

    Method for visual search, corresponding system, apparatus and computer program product

    公开(公告)号:US10585937B2

    公开(公告)日:2020-03-10

    申请号:US15070470

    申请日:2016-03-15

    Abstract: Local descriptors are extracted from digital image information and digital depth information related to digital images. The local descriptors convey appearance description information and shape description information related to the digital images. Global representations of the one or more digital images are generated based on the extracted local descriptors, and are hashed. Visual search queries are generated based on the hashed global representations. The visual search queries include fused appearance description information and shape description information conveyed in the local descriptors. The fusing may occur before the global representations are generated, before the hashing or after the hashing.

    Method for extracting features from a flow of digital video frames, and corresponding system and computer program product
    9.
    发明授权
    Method for extracting features from a flow of digital video frames, and corresponding system and computer program product 有权
    从数字视频帧流中提取特征的方法,以及相应的系统和计算机程序产品

    公开(公告)号:US09571398B2

    公开(公告)日:2017-02-14

    申请号:US14080080

    申请日:2013-11-14

    Abstract: In an embodiment, digital video frames in a flow are subjected to a method of extraction of features including the operations of: extracting from the video frames respective sequences of pairs of keypoints/descriptors limiting to a threshold value the number of pairs extracted for each frame; sending the sequences extracted from an extractor module to a server for processing with a bitrate value variable in time; receiving the aforesaid bitrate value variable in time at the extractor as target bitrate for extraction; and limiting the number of pairs extracted by the extractor to a threshold value variable in time as a function of the target bitrate.

    Abstract translation: 在一个实施例中,流程中的数字视频帧经受提取特征的方法,包括以下操作:从视频帧中提取相应的关键点/描述符序列,限制阈值,为每个帧提取的对数 ; 将从提取器模块提取的序列发送到服务器,以便在时间上以比特率值变量进行处理; 以提取器的时间接收上述比特率值变量作为提取的目标比特率; 并且将提取器提取的对数量作为目标比特率的函数在时间上限制为阈值变量。

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