CLOTHING SEARCH IN IMAGES
First Claim
1. A method for clothing search in images, comprising:
- characterizing, using a processor, clothing within a plurality of reference images;
characterizing, using a processor, clothing within a query image;
identifying, using a processor, a number of the plurality of reference images having clothing with similar color features as clothing of the query image; and
selecting, using a processor, a subset of the identified number of the plurality of reference images having clothing with similar predefined non-color clothing attributes as clothing of the query image.
1 Assignment
0 Petitions
Accused Products
Abstract
Methods, systems, and computer readable media with executable instructions, and/or logic are provided for clothing search in images. An example method of clothing search in images can include characterizing clothing within a plurality of reference images using a processor, and characterizing clothing within a query image using a processor. A number of the plurality of reference images having clothing with similar color features as clothing of the query image is identified using a processor. A subset of the identified number of the plurality of reference images having clothing with predefined non-color attributes as clothing of the query image are selected using a processor.
-
Citations
15 Claims
-
1. A method for clothing search in images, comprising:
-
characterizing, using a processor, clothing within a plurality of reference images; characterizing, using a processor, clothing within a query image; identifying, using a processor, a number of the plurality of reference images having clothing with similar color features as clothing of the query image; and selecting, using a processor, a subset of the identified number of the plurality of reference images having clothing with similar predefined non-color clothing attributes as clothing of the query image. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
-
-
13. A non-transitory computer-readable medium having computer-executable instructions stored thereon, the computer-executable instructions comprising instructions that, if executed by one or more processors, cause the one or more processors to:
-
receive a query image; construct a customized color codebook based on a plurality of reference images; characterize clothing within the plurality of reference images for predefined non-color clothing attributes and one or more color features associated with the constructed customized color codebook; characterize clothing within the query image for predefined non-color clothing attributes and one or more color features associated with the constructed customized color codebook; identify a number of the plurality of reference images having clothing with similar color features as clothing of the query image; and select a subset of the identified number of the plurality of reference images having clothing with similar predefined non-color clothing attributes as clothing of the query image. - View Dependent Claims (14)
-
-
15. A computing system, comprising:
-
a non-transitory computer-readable medium having computer-executable instructions stored thereon; and a processor coupled to the non-transitory computer-readable medium, wherein the processor executes the instructions to; construct a customized color codebook based on a plurality of reference images; characterize clothing within the plurality of reference images; characterize clothing within a query image; identify a number of the plurality of reference images having clothing with similar color features as clothing of the query image; and select a subset of the identified number of the plurality of reference images having clothing with similar predefined non-color clothing attributes as clothing of the query image, wherein the processor executes the instructions to characterize clothing includes instructions to; detect a body feature in an image; extract a clothing region relative to the body feature; remove skin-colored regions from the clothing region; classify a number of predefined non-color clothing attributes of the extracted clothing region; and determine color features of the extracted clothing region.
-
Specification