METHOD FOR SELECTING STEREO PAIRS OF AERIAL OR SATELLITE IMAGES TO GENERATE ELEVATION DATA
Method for selecting stereo pairs of satellite or aerial images to generate elevation data for an area of interest, the method being computer-implemented and including a phase of selecting eligible stereo pairs from an initial set of images representing the area of interest, followed by a phase of ranking the selected stereo pairs according to their quality. The method further includes a phase of defining N image clusters, where N is an integer greater than or equal to 2, each grouping images from the initial set according to a similarity criterion, and a phase of selecting the best stereo pairs per cluster on the basis of the ranking established during the ranking phase and on the fact that a pair belongs to a cluster if the two images of the pair belong to the cluster.
1 . A method for selecting stereo pairs of satellite or aerial images to generate elevation data for an area of interest, said method being computer-implemented and comprising a phase of selecting eligible stereo pairs from an initial set of images representing the area of interest, followed by a phase of ranking the selected stereo pairs according to their quality, said method being characterised in that it further comprises a phase of defining N image clusters, where N is an integer greater than or equal to 2, each grouping images from the initial set according to a similarity criterion, and a phase of selecting the best stereo pairs per cluster on the basis of the ranking established during the ranking phase and on the fact that a pair belongs to a cluster if the two images of said pair belong to said cluster.
2 . The method according to claim 1 , wherein the similarity criterion corresponds to a pair of angles (θ, Φ), where θ is the incidence angle of the images and Φ is the azimuth viewing angle.
3 . The method according to claim 1 , wherein the cluster definition phase is carried out by a data clustering algorithm such as an affinity propagation algorithm.
4 . The method according to claim 1 , wherein the phase of selecting the best pairs per cluster consists of selecting the same number of pairs per cluster.
5 . The method according to claim 1 , wherein the best pairs selected during the phase of selecting the best pairs per cluster are aggregated into a final list.
6 . A photogrammetric method generating an elevation model of an area of interest from an initial set of images covering said area of interest, characterised in that it comprises a method according to one of claim 1 .
7 . A system for computing elevation data for an area of interest from a set of satellite or aerial images, characterised in that it comprises computing means configured to implement a method according to one of claim 1 .
8 . A computer program product available for download from a communication network and/or stored on a medium that can be read and/or executed by a microprocessor, characterised in that it comprises program code instructions for executing a method according to one of claim 1 , when it is executed on a computer.
9 . A non-transitory terminal-readable storage medium storing a computer program comprising a set of instructions that can be executed by a computer or processor to implement a method according to one of claim 1 .