Generating photogenic routes from starting to destination locations
View Patent ↗A method of computing at least one photogenic route from a starting location to a destination location, including; computing photogenic values for images in a large collection representing a geographic region that includes the starting location and the destination location; computing a photogenic index for each route segment based on computed photogenic values of images taken along the route segment; computing at least one photogenic route from the starting location to the destination location and presenting the route(s) to a user.
1. A method comprising;
using a communication network to access diverse digital images stored on the Internet previously captured at a plurality of different times in a geographic region, wherein the geographic region includes a starting location and a destination location;
computing photogenic values for the accessed diverse images;
computing a photogenic index for each route segment based on the computed photogenic values of the accessed diverse images corresponding to the route segment; and
using the computed photogenic indexes to compute at least one preferred photogenic route from the starting location to the destination location and presenting the at least one preferred photogenic route on a user-device.
2. The method of claim 1 , wherein a plurality of photogenic routes is presented to the user and the user selects the desired route from the plurality of photogenic routes.
3. The method of claim 1 , wherein computing photogenic values includes using visual features extracted from images for computing their photogenic values.
4. The method of claim 1 , wherein computing photogenic values includes using visual features extracted from images and textual features extracted from meta-data of images for computing their photogenic values.
5. The method of claim 1 , wherein computing photogenic values includes assignment of the photogenic value from a plurality of categories including “uninteresting”, “unsatisfactory”, “satisfactory”, “fair”, “good”, “excellent”, and “outstanding”.
6. The method of claim 1 , wherein computing a photogenic index for each route segment includes aggregating photogenic values of images taken along a route segment to compute the photogenic index of the route segment.
7. The method of claim 6 , further including aggregation of photogenic values of images taken in the vicinity of a route segment to compute the photogenic index of the route segment.
8. A device configured to compute at least one photogenic route having one or more segments from a starting location to a destination location, wherein computing the at least one photogenic route comprises:
using a communication network to access diverse digital images stored on the Internet previously captured by a plurality of dissociated devices— at a plurality of different times in a geographic region, wherein the geographic region includes the starting location and destination location;
computing photogenic values for the accessed diverse images;
computing a photogenic index for each route segment based on the computed photogenic values of the accessed diverse images corresponding to the route segment; and
using the computed photogenic indexes to compute at least one preferred photogenic route from the starting location to the destination location and presenting the at least one preferred photogenic route on a user-device.
9. The device of claim 8 , wherein the device is an online trip advisor, an offline trip advisor, or a GPS navigation device.
10. A method comprising;
using a communication network to access diverse digital images stored on the Internet previously captured by a plurality of dissociated users—at a plurality of different times in a geographic region, wherein the geographic region includes a starting location and a destination location;
computing photogenic values for the accessed diverse images;
detecting scene categories for the accessed diverse images;
computing a photogenic index for each route segment based on the computed photogenic values of the accessed diverse images with respect to one or more of the scene categories corresponding to the route segment;
using the computed photogenic indexes to compute at least one preferred photogenic route from the starting location to the destination location and presenting the at least one preferred photogenic route and the corresponding route scene category distribution on a user-device.
11. The method of claim 10 , wherein a plurality of photogenic routes is presented to the user and the user selects the desired route from the plurality of photogenic routes.
12. The method of claim 10 , wherein computing photogenic values includes using visual features extracted from images for computing their photogenic values.
13. The method of claim 10 , wherein computing photogenic values includes using visual features extracted from images and textual features extracted from meta-data of images for computing their photogenic values.
14. The method of claim 10 , wherein computing photogenic values includes assignment of the photogenic value from a plurality of categories including “uninteresting”, “unsatisfactory”, “satisfactory”, “fair”, “good”, “excellent”, and “outstanding”.
15. The method of claim 10 , wherein computing a photogenic index for each route segment includes aggregating photogenic values of images taken along a route segment to compute the photogenic index of the route segment.
16. The method of claim 15 , further including aggregation of photogenic values of images taken in the vicinity of a route segment to compute the photogenic index of the route segment.
17. The method of claim 10 , wherein the scene categories in step c) include “cities”, “historical sites”, “sports venues”, “mountains”, “beaches/oceans”, “parks”, and “local cuisine”.
18. The method of claim 10 , wherein using the computed photogenic indexes includes filtering route segments based on user input scene categories and then computing a photogenic route.
19. The method of claim 10 , wherein using the computed photogenic indexes includes filtering route segments based on scene categories inferred from the user's photo collection and then computing a photogenic route.
20. A device configured to compute at least one photogenic route having one or more segments from a starting location to a destination location, wherein computing the at least one photogenic route comprises:
using a communication network to access diverse digital images stored on the Internet previously captured by a plurality of dissociated devices— at a plurality of different times in a geographic region, wherein the geographic region includes the starting location and destination location;
computing photogenic values for the accessed diverse images;
detecting scene categories for the accessed diverse images;
computing a photogenic index for each route segment based on the computed photogenic values of the accessed diverse images with respect to one or more of the scene categories corresponding to the route segment;
using the computed photogenic indexes to compute at least one preferred photogenic route from the starting location to the destination location and presenting the at least one preferred photogenic route and the corresponding route scene category distributions to a user-device.