Discovering and presenting décor harmonized with a décor style

摘要

Technology is disclosed for discovering décor harmonized with a décor style (“the technology”). The décor includes décor items, e.g. artworks, paintings, pictures, artifacts, architectural pieces, arrangement of artworks, color selection, room décor, rugs, mats, furnishings, household items, fashion, clothes, jewelry, car interiors, garden arrangements etc. The technology facilitates analyzing user input to identify a décor style from a décor style dictionary, obtaining décor that harmonizes with décor style, and presenting a representation of the décor to the user. The décor style dictionary includes décor styles that are generated based on an analysis of content, including images and description of décor, from a plurality of sources. The décor styles can be based on a number of concepts, including a theme of the décor, a color/color palette, a mood of the person, a fashion era, a type of architecture, etc. The technology facilitates presentation of discovered décor using computer generated imagery techniques.

主权项

1. A method comprising:
receiving, at a computer system and from a user, user input including data indicative of a particular décor style; analyzing, at the computer system, the user input to identify a décor style classifier from a décor style classifier dictionary database whose signature matches with the user input, the décor style classifier corresponding to the particular décor style, the décor style classifier dictionary database including a plurality of décor style classifiers corresponding to a plurality of décor styles, wherein the décor style classifier is generated by:
analyzing each of a collection of images obtained from multiple sources to identify a collection of features and a collection of keywords associated with the collection of images that are indicative of the décor styles of the collection of images,categorizing the collections of features and the collection of keywords into different décor styles, andgenerating a specified signature for a specified décor style classifier of the décor style classifiers, wherein the specified signature includes a subset of the collection of features and a subset of the collection of keywords that are indicative of a specified décor style to which the specified décor classifier corresponds; determining, by the computer system, at least one of (a) a plurality of images associated with the décor style classifier, the plurality of images representing a plurality of decors of the particular décor style, (b) text representing the plurality of decors, or (c) applications for creating the plurality of decors harmonized based on the signature of the décor style classifier; and presenting, by the computer system, at least one of (a) the plurality of images, (b) text or (c) the applications to the user.