Combining unstructured image and 3D search results for interactive search and exploration
View Patent ↗Implementations relate to presenting search results to a user. In particular, disclosed techniques include presenting both image search results and 3D model search results to a user. The user can manipulate the 3D model depicted in the 3D model search results by rotating, translating or zooming. Implementations thus provide a rich synergistic exploration experience to the user.
1. A computer-implemented method comprising:
receiving a search query;
obtaining (i) one or more image search results that are identified as responsive to the search query, and (ii) one or more three-dimensional models that are identified as responsive to the search query;
for each of the one or more three-dimensional models that are identified as responsive to the search query:
obtaining a candidate representative image that is associated with the three-dimensional model;
determining that the candidate representative image that is associated with the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query; and
selecting the candidate representative image as a representative image for the three-dimensional model based at least on determining that the candidate representative image that is associated with the three-dimensional model matches the particular image search result of the one or more image search results that are identified as responsive to the search query; and
in response to the search query, providing a search results page that identifies (i) one or more of the image search results, and (ii) the respective representative image that is associated with the each of the one or more three-dimensional models.
2. The method of claim 1 , comprising:
generating the representative image from the three-dimensional model.
3. The method of claim 1 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that visual features of an object in the candidate representative image are indicated as similar to visual features of the object in the particular image search result.
4. The method of claim 1 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that visual features of an object in the candidate representative image are more similar to visual features of the object in the particular image search result than visual features of the object in other representative images representing different views of the object and generated from the three-dimensional model.
5. The method of claim 1 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that the particular image search result is indicated as a most relevant search result associated with the search query.
6. The method of claim 1 , wherein in response to the search query, providing a search results page that identifies (i) one or more of the image search results, and (ii) the representative image associated with the each of the one or more of the three-dimensional models, comprises:
providing each of the one or more of the three-dimensional models with an initial viewing angle that initially renders the representative image associated with the three-dimensional model.
7. A system comprising:
one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:
receiving a search query;
obtaining (i) one or more image search results that are identified as responsive to the search query, and (ii) one or more three-dimensional models that are identified as responsive to the search query;
for each of the one or more three-dimensional models that are identified as responsive to the search query:
obtaining a candidate representative image that is associated with the three-dimensional model;
determining that the candidate representative image that is associated with the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query; and
selecting the candidate representative image as a representative image for the three-dimensional model based at least on determining that the candidate representative image that is associated with the three-dimensional model matches the particular image search result of the one or more image search results that are identified as responsive to the search query; and
in response to the search query, providing a search results page that identifies (i) one or more of the image search results, and (ii) the respective representative image that is associated with the each of the one or more three-dimensional models.
8. The system of claim 7 , wherein the operations further comprise:
generating the representative image from the three-dimensional model.
9. The system of claim 7 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that visual features of an object in the candidate representative image are indicated as similar to visual features of the object in the particular image search result.
10. The system of claim 7 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that visual features of an object in the candidate representative image are more similar to visual features of the object in the particular image search result than visual features of the object in other representative images representing different views of the object and generated from the three-dimensional model.
11. The system of claim 7 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that the particular image search result is indicated as a most relevant search result associated with the search query.
12. The system of claim 7 , wherein in response to the search query, providing a search results page that identifies (i) one or more of the image search results, and (ii) the representative image associated with the each of the one or more of the three-dimensional models, comprises:
providing each of the one or more of the three-dimensional models with an initial viewing angle that initially renders the representative image associated with the three-dimensional model.
13. A non-transitory computer-readable medium storing software comprising instructions executable by one or more computers which, upon such execution, cause the one or more computers to perform operations comprising:
receiving a search query;
obtaining (i) one or more image search results that are identified as responsive to the search query, and (ii) one or more three-dimensional models that are identified as responsive to the search query;
for each of the one or more three-dimensional models that are identified as responsive to the search query:
obtaining a candidate representative image that is associated with the three-dimensional model;
determining that the candidate representative image that is associated with the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query; and
selecting the candidate representative image as a representative image for the three-dimensional model based at least on determining that the candidate representative image that is associated with the three-dimensional model matches the particular image search result of the one or more image search results that are identified as responsive to the search query; and
in response to the search query, providing a search results page that identifies (i) one or more of the image search results, and (ii) the respective representative image that is associated with the each of the one or more three-dimensional models.
14. The medium of claim 13 , wherein the operations further comprise:
generating the representative image from the three-dimensional model.
15. The medium of claim 13 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that visual features of an object in the candidate representative image are more similar to visual features of the object in the particular image search result than visual features of the object in other representative images representing different views of the object and generated from the three-dimensional model.
16. The medium of claim 13 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that the particular image search result is indicated as a most relevant search result associated with the search query.
17. The medium of claim 13 , wherein determining that the candidate representative image of the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query, comprises:
determining that visual features of an object in the candidate representative image are indicated as similar to visual features of the object in the particular image search result.
18. The medium of claim 13 , wherein in response to the search query, providing a search results page that identifies (i) one or more of the image search results, and (ii) the representative image associated with the each of the one or more of the three-dimensional models, comprises:
providing each of the one or more of the three-dimensional models with an initial viewing angle that initially renders the representative image associated with the three-dimensional model.