A method for imaging a scene, the method comprising: receiving, with an electronic processor, a plurality of images of a scene from a plurality of first source devices; receiving, with the electronic processor, a first metadata identifying a location and a field-of-view of each of the plurality of first source devices; receiving, with the electronic processor, a second metadata identifying a location and a field-of-view of each of one or more available image source devices associated with the scene; identifying, with the electronic processor, overlapping portions of the plurality of images; stitching, with the electronic processor, the plurality of images together to form a combined image of the scene based on the overlapping portions of the plurality of images; identifying, with the electronic processor, a missing portion of the combined image of the scene; and responsive to identifying the missing portion, performing, with the electronic processor, one or more actions to fill a part of the missing portion, wherein the one or more actions includes at least one selected from the group consisting of (i) instructing, as a function of the first metadata, one of the plurality of first source devices to modify a field-of-view, a location, or both to capture the part of the missing portion and subsequently receiving the part of the missing portion, (ii) requesting, as a function of the first metadata, historical image data of the part of the missing portion, and subsequently receiving the part of the missing portion, and (iii) requesting, as a function of the second metadata, one of the one or more available image source devices to activate imaging capability to capture the part of the missing portion, and subsequently receiving the part of the missing portion. receiving, with an electronic processor, a plurality of images of a scene from a plurality of first source devices; receiving, with the electronic processor, a first metadata identifying a location and a field-of-view of each of the plurality of first source devices; receiving, with the electronic processor, a second metadata identifying a location and a field-of-view of each of one or more available image source devices associated with the scene; identifying, with the electronic processor, overlapping portions of the plurality of images; stitching, with the electronic processor, the plurality of images together to form a combined image of the scene based on the overlapping portions of the plurality of images; identifying, with the electronic processor, a missing portion of the combined image of the scene; and responsive to identifying the missing portion, performing, with the electronic processor, one or more actions to fill a part of the missing portion, wherein the one or more actions includes at least one selected from the group consisting of (i) instructing, as a function of the first metadata, one of the plurality of first source devices to modify a field-of-view, a location, or both to capture the part of the missing portion and subsequently receiving the part of the missing portion, (ii) requesting, as a function of the first metadata, historical image data of the part of the missing portion, and subsequently receiving the part of the missing portion, and (iii) requesting, as a function of the second metadata, one of the one or more available image source devices to activate imaging capability to capture the part of the missing portion, and subsequently receiving the part of the missing portion. (i) instructing, as a function of the first metadata, one of the plurality of first source devices to modify a field-of-view, a location, or both to capture the part of the missing portion and subsequently receiving the part of the missing portion, (ii) requesting, as a function of the first metadata, historical image data of the part of the missing portion, and subsequently receiving the part of the missing portion, and (iii) requesting, as a function of the second metadata, one of the one or more available image source devices to activate imaging capability to capture the part of the missing portion, and subsequently receiving the part of the missing portion.