Method, device and computer program product for generating image tag
AssigneeEMC IP Holding Company LLC
InventorsSanping Li, Junping Zhao
Life of this patent
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Abstract
Embodiments of the present disclosure relate to a method, a device and a computer readable medium for generating an image tag. According to the embodiments of the present disclosure, an index value of an image is determined based on contents of the image, similarities between a plurality of images is determined based on index values of the plurality of images, and thereby tags are generated for images. According to the embodiments of the present disclosure, images is further grouped depending on similarities between them.
Claims20
A method for generating an image tag, comprising:
- determining, based on a first image, a first group of index values, each index value in the first group of index values indicating a content of each layer of a plurality of layers of the first image;
- determining, based on a second image, a second group of index values, each index value in the second group of index values indicating a content of each layer of a plurality of layers of the second image;
- determining a similarity between the first image and the second image based on the first group of index values and the second group of index values;
- and
- generating, based on the similarity, a tag associated with at least one of the first image and the second image.
A device for generating an image tag, comprising:
- at least one processor;
- and
- a memory coupled to the at least one processor, the memory having instructions stored thereon, the instructions, when executed by the at least one processor, causing the device to perform acts including:
- determining, based on a first image, a first group of index values, each index value in the first group of index values indicating a content of each layer of a plurality of layers of the first image;
- determining, based on a second image, a second group of index values, each index value in the second group of index values indicating a content of each layer of a plurality of layers of the second image;
- determining a similarity between the first image and the second image based on the first group of index values and the second group of index values;
- and
- generating, based on the similarity, a tag associated with at least one of the first image and the second image.
A computer program product for generating an image tag, the computer program product comprising:
- a non-transitory computer readable medium encoded with computer-executable program code, the code configured to enable the execution of:
- determining, based on a first image, a first group of index values, each index value in the first group of index values indicating a content of each layer of a plurality of layers of the first image;
- determining, based on a second image, a second group of index values, each index value in the second group of index values indicating a content of each layer of a plurality of layers of the second image;
- determining a similarity between the first image and the second image based on the first group of index values and the second group of index values;
- and
- generating, based on the similarity, a tag associated with at least one of the first image and the second image.
Dependencies are inferred from the claim text.