US 12,293,579 B2
Systems and methods for analyzing remote sensing imagery
Peter Lorenzen, Palo Alto, CA (US)
Assigned to Cape Analytics, Inc., Palo Alto, CA (US)
Filed by Cape Analytics, Inc., Palo Alto, CA (US)
Filed on Apr. 8, 2024, as Appl. No. 18/628,845.
Application 17/475,523 is a division of application No. 16/833,313, filed on Mar. 27, 2020, granted, now 11,151,378, issued on Oct. 19, 2021.
Application 16/353,345 is a division of application No. 15/253,488, filed on Aug. 31, 2016, granted, now 10,311,302, issued on Jun. 4, 2019.
Application 18/628,845 is a continuation of application No. 18/092,689, filed on Jan. 3, 2023, granted, now 12,243,301.
Application 18/092,689 is a continuation of application No. 17/475,523, filed on Sep. 15, 2021, granted, now 11,568,639, issued on Jan. 31, 2023.
Application 16/833,313 is a continuation of application No. 16/353,345, filed on Mar. 14, 2019, granted, now 10,643,072.
Claims priority of provisional application 62/315,180, filed on Mar. 30, 2016.
Claims priority of provisional application 62/212,424, filed on Aug. 31, 2015.
Prior Publication US 2024/0249518 A1, Jul. 25, 2024
Int. Cl. G06V 20/00 (2022.01); G06F 18/2413 (2023.01); G06V 10/44 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/10 (2022.01); H04N 23/10 (2023.01); H04N 23/11 (2023.01)
CPC G06V 20/176 (2022.01) [G06F 18/2413 (2023.01); G06V 10/451 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); H04N 23/10 (2023.01); H04N 23/11 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A method, comprising:
determining a set of measurements depicting a roof;
extracting a set of roof representations for the roof from the set of measurements using a segmentation model; and
determining a roof age for the roof based on the set of roof representations using a roof age model comprising a neural network comprising a set of encoding layers, wherein outputs of the set of encoding layers are used to determine the roof age, wherein the roof age is further determined using a set of parameters comprising a sun orientation associated with each measurement of the set of measurements.