Artificial intelligence augmentation of geographic data layers

An apparatus for gap filling of geographic information service (“GIS”) data, the apparatus comprising:

• at least one memory;
• and
• at least one processor coupled to the at least one memory, the at least one processor configured:
• to determine a bounding region at or near an initial alignment;
• to determine the initial alignment within the bounding region;
• to generate a corridor buffer at or near the initial alignment and within the bounding region;
• to process cost layer data;
• to determine based on the cost layer data, incompleteness of a plurality of polygon-bounded areas;
• to determine, based on the cost layer data, partial completeness of the plurality of polygon-bounded areas;
• to determine, based on the cost layer data, completeness of the plurality of polygon-bounded areas;
• to generate, based on the incompleteness, the partial completeness, synthetic completeness, and the completeness of the plurality of polygon-based areas, the synthetic completeness of the plurality of polygon-bounded areas;
• and
• to store in the at least one memory, a rasterized cost map, the rasterized cost map including the completeness and the synthetic completeness of the plurality of polygon-bounded areas.

A non-transitory computer-readable medium having program code recorded thereon, the program code executed by at least one processor and comprising:

• program code to determine a bounding region, the bounding region being at or near an initial alignment;
• program code to determine the initial alignment, the initial alignment being within the bounding region;
• program code to generate a corridor buffer, the corridor buffer being at or near the initial alignment, the corridor buffer further being within the bounding region;
• program code to process cost layer data;
• program code to determine based on the cost layer data, incompleteness of a plurality of polygon-bounded areas;
• program code to determine based on the cost layer data, partial completeness of the plurality of polygon-bounded areas;
• program code to determine based on the cost layer data, completeness of the plurality of polygon-bounded areas;
• program code to generate based on the incompleteness, the partial completeness, synthetic completeness, and the completeness of the plurality of polygon-based areas, the synthetic completeness of the plurality of polygon-bounded areas;
• and
• program code to store, at the at least one processor and in at least one memory, a rasterized cost map, the rasterized cost map including the completeness and the synthetic completeness of the plurality of polygon-bounded areas.

An apparatus for gap filling of geographic information service (“GIS”) data, comprising:

• means for determining, at at least one processor, a bounding region at or near an initial alignment;
• means for determining, at the at least one processor, the initial alignment within the bounding region;
• means for generating, at the at least one processor, a corridor buffer at or near the initial alignment and within the bounding region;
• means for processing, at the at least one processor, cost layer data;
• means for determining, at the at least one processor and based on the cost layer data, incompleteness of a plurality of polygon-bounded areas;
• means for determining, at the at least one processor and based on the cost layer data, partial completeness of the plurality of polygon-bounded areas;
• means for determining, at the at least one processor and based on the cost layer data, completeness of the plurality of polygon-bounded areas;
• means for generating, at the at least one processor and based on the incompleteness, the partial completeness, synthetic completeness, and the completeness of the plurality of polygon-based areas, the synthetic completeness of the plurality of polygon-bounded areas;
• and
• means for storing, at the at least one processor and in at least one memory, a rasterized cost map, the rasterized cost map including the completeness and the synthetic completeness of the plurality of polygon-bounded areas.