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System and Method for recognizing art objects in video combining deep learning technology and image feature extraction technology

机译:结合深度学习技术和图像特征提取技术的视频中物体识别系统及方法

摘要

The present invention relates to a system and a method for recognizing an artwork in an image realized by a computer device and, more specifically, to a system and a method for collecting images to realize a position of an artwork in an image, annotating the image to store the same, learning the image by a deep learning algorithm of artificial intelligence, and extracting and storing image features of artworks accompanied with copyright so as to determine whether an artwork is included in a query image and whether copyright of another person is infringed by the included artwork. A system for recognizing an artwork in an image and realized by a computer device comprises: an image collection analysis unit for collecting images including artworks, and storing annotation indicating a position of an artwork in a collected image; an artwork detection unit based on artificial intelligence for deep-learning a position and annotation of an artwork in a collected image and detecting an artwork from a query image; an artwork collection analysis unit for collecting artwork images accompanied with copyright to normalize the size and store extracted image features; and a query image reading unit for extracting image features to compare the same with the image features stored in the artwork collection analysis unit, after separating a detected artwork image from the query image to normalize the size, and deriving a recognition result.
机译:技术领域本发明涉及一种用于识别由计算机设备实现的图像中的艺术品的系统和方法,并且更具体地涉及一种用于收集图像以实现图像中的艺术品的位置并对其进行注释的系统和方法。进行存储,通过人工智能的深度学习算法学习图像,提取并存储带有版权的艺术品的图像特征,以确定查询图像中是否包含艺术品,以及是否侵犯了他人的版权随附的艺术品。一种通过计算机设备实现的图像中的艺术品识别系统,包括:图像收集分析单元,用于收集包括艺术品的图像,并存储指示所收集的图像中艺术品的位置的注释;基于人工智能的艺术品检测单元,用于深度学习采集图像中艺术品的位置和注释,并从查询图像中检测艺术品;艺术品收集分析单元,用于收集带有版权的艺术品图像,以对尺寸进行标准化并存储提取的图像特征;查询图像读取单元,用于在从检测图像中分离出检测到的艺术品图像以对尺寸进行归一化并得出识别结果之后,提取图像特征以与艺术品收藏分析单元中存储的图像特征进行比较。

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