1. A collaborative feature extraction system, comprising: a knowledge base containing a first dataset, the first dataset comprising parameters that are associated with one or more assets; a second dataset, the second dataset comprising three-dimensional data representing a geographic area and one or more candidate objects within the geographic area; a processor in electronic communication with the knowledge base; and a computer-readable medium containing programming instructions that, when executed, cause the processor to: analyze the three-dimensional dataset to identify one of the candidate objects as a selected one of the assets by comparing the second set of data with one or more of the parameters in the first dataset; output, to a user, a first image representing the identified candidate object and a user prompt; in response to the user prompt, receive a user response indicating whether the selected asset matches the identified candidate object; and update the knowledge base by adjusting one or more of the parameters associated with the selected asset based on the user response.