Method and apparatus for determining a building location based on a building image
A method, apparatus and computer program product are provided for determining a building location based on a building image. In the context of a method, the method includes receiving an image including at least one building, extracting building texture features from the image, and receiving reference building texture features. The method also includes determining, using a processor, building texture features comparisons between building texture features and reference building texture features which satisfy a predetermined match threshold and determining a matching building location based upon the building texture features comparison.
1. A method comprising:
receiving an image, wherein the image comprises a cluster of buildings, wherein the image is taken from a facing position with respect to the cluster of buildings;
extracting building texture features from the image;
receiving reference building texture features;
determining, using a processor, building texture features comparisons between building texture features of the cluster of buildings and reference building texture features which satisfy a predetermined match threshold;
determining a matching building locations based upon the building texture features comparisons;
determining a back projection so as to include a position in which the buildings in the image most accurately satisfy the matching building locations; and
determining a camera position dependent upon the back projection that is based on the matching building locations and the building texture features comparisons.
2. The method of claim 1 further comprising:
detecting building face blocks in the image; and
detecting edges within building face blocks;
wherein the building texture features comprise detected edges and are extracted from the building face blocks.
3. The method of claim 1 further comprising:
determining the camera position based on the building locations and the back projection.
4. The method of claim 3 further comprising:
initializing an application based on the camera position.
5. The method of claim 2 , wherein extracting building features further comprises:
aligning and normalizing the building face blocks.
6. The method of claim 1 , wherein building texture features comprise, window distribution, window area, window density, characters, or building color.
7. An apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and computer program code configured to, with the processor, cause the apparatus to at least:
receive an image, wherein the image comprises a cluster of buildings, wherein the image is taken from a facing position with respect to the cluster of buildings;
extract building texture features from the image;
receive reference building texture features;
determine building texture features comparisons between building texture features of the cluster of buildings and reference building texture features which satisfy a predetermined match threshold;
determine a matching building location based upon the building texture features comparisons;
determine a back projection so as to include a position in which the buildings in the image most accurately satisfy the matching building locations; and
determine a camera position dependent upon the back projection that is based on the matching building locations and the building texture features comparisons.
8. The apparatus of claim 7 , wherein the at least one memory and the computer program code are further configured to:
detect building face blocks in the image; and
detect edges within building face blocks;
wherein the building texture features comprise detected edges and are extracted from the building face blocks.
9. The apparatus of claim 7 , wherein the at least one memory and the computer program code are further configured to:
determine the camera position based on the building locations and the back projection.
10. The apparatus of claim 9 , wherein the at least one memory and the computer program code are further configured to:
initialize an application based on the camera position.
11. The apparatus of claim 8 , wherein extracting building features further comprises:
aligning and normalizing the building face blocks.
12. The apparatus of claim 1 , wherein building texture features comprise, window distribution, window area, window density, characters, or building color.
13. At least one non-transitory computer-readable storage medium storing a computer program product having computer-executable program code portions stored therein, the computer-executable program code portions comprising program code instructions configured to:
receive an image, wherein the image comprises a cluster of buildings, wherein the image is taken from a facing position with respect to the cluster of buildings;
extract building texture features from the image;
receive reference building texture features;
determine building texture features comparisons between building texture features of the cluster of buildings and reference building texture features which satisfy a predetermined match threshold;
determine a matching building location based upon the building texture features comparisons;
determine a back projection so as to include a position in which the buildings in the image most accurately satisfy the matching building locations; and
determine a camera position dependent upon the back projection that is based on the matching building locations and the building texture features comparisons.
14. The at least one non-transitory computer-readable storage medium of claim 13 , wherein the computer-executable program code portions further comprise program code instructions configured to:
detect building face blocks in the image; and
detect edges within building face blocks;
wherein the building texture features comprise detected edges and are extracted from the building face blocks.
15. The at least one non-transitory computer-readable storage medium of claim 13 , wherein the computer-executable program code portions further comprise program code instructions configured to:
determine the camera position based on the building locations and the back projection.
16. The at least one non-transitory computer-readable storage medium of claim 15 , wherein the computer-executable program code portions further comprise program code instructions configured to:
initialize an application based on the camera position.
17. The at least one non-transitory computer-readable storage medium of claim 14 , wherein extracting building features further comprises:
aligning and normalizing the building face blocks.