IP Library Granted Patent US 9,122,708
Granted Patent B2
US 9,122,708 · App. 14/010,450 · Granted Sep 1, 2015

Crowdsourced search and locate platform

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Quick Facts
Patent No.
US 9,122,708
App. No.
14/010,450
Granted
Sep 1, 2015
Kind
B2
Abstract

A crowdsourced search and locate platform, comprising an application server and a crowdrank server. The application server: receives connections from crowdsourcing participants; navigates a first crowdsourcing participant to a specific geospatial location; sends an image corresponding to the geospatial location to the first crowdsourcing participant; receives tagging data from the first crowdsourcing participant, the tagging data corresponding to a plurality of objects and locations identified by the first crowdsourcing participant. The crowdrank server: retrieves a plurality of tags made by participating users computes agreement and disagreement values for each of the plurality of retrieved tags; performs an expectation-maximization or expectation-minimization process iteratively until a configured maximum number of iterations is performed or until an indicia of rate of change between iterations falls below a configured threshold; and provides resulting output values corresponding to geolocations of objects of a plurality of types to an administrative user.

Claims (26)

1. A crowdsourced search and locate platform, comprising:

an application server computer comprising at least a memory and a processor and coupled to a digital packet network; and

a crowdrank server comprising at least a memory, a processor, and programmable instructions stored in the memory and operating in the processor and coupled to the application server, the instructions adapted to a crowdsourced search and locate platform;

wherein the application server:

(a) receives, at the application server, a first list of geolocations corresponding to a plurality of crowdsourcing participants stored in a database;

(b) receives, at the application server, a second list of geolocations corresponding to images stored in the database;

(c) navigates a first crowdsourcing participant corresponding to the first list of geolocations to a specific geospatial location;

(d) sends an image corresponding to the second list of geolocation where the geolocation of the second list is substantially similar to the geolocation of the first list; and

(e) receives tagging data from the first crowdsourcing participant, the tagging data corresponding to a plurality of objects and locations identified by the first crowdsourcing participant; and

wherein the crowdrank server determines a real geospatial location of an object of interest by:

(f) retrieving a plurality of tags corresponding to the object of interest, the tags made by participating users by repeated carrying out of steps (a) through (d);

(g) computes a vector of agreement and disagreement values for each of the plurality of retrieved tags, wherein each agreement or disagreement value is determined by comparing a distance between a location associated with a first retrieved tag with which a first vector is associated and a location associated with a second retrieved tag;

(h) automatically performs an expectation-maximization or expectation-minimization process iteratively until a configured maximum number of iterations is performed or until an indicia of rate of change between iterations falls below a configured threshold; and

(i) provides resulting output values corresponding to the geolocation of the object of interest to an administrative user.

2. A method for conducting crowdsourced search and locate operations, the method comprising:

an application server computer comprising at least a memory and a processor and coupled to a digital packet network; and

a crowdrank server comprising at least a memory, a processor, and programmable instructions stored in the memory and operating in the processor and coupled to the application server, the instructions adapted to a crowdsourced search and locate operation comprising the steps of;

(a) receiving, at the application server, a first list of geolocations, corresponding to a plurality of crowdsourcing participants;

(b) receiving, at the application server computer, a second list of geolocations from a plurality of images;

(b) navigating a first list of geolocations to a specific geospatial location;

(d) sending a first image to a first crowdsourced participant wherein the geolocation of the second list corresponding to the first crowdsourced participant, the geolocation of the second list being substantially the same to the geolocation of the first list corresponding to the first image;

(d) receiving tagging data from the first crowdsourcing participant, the tagging data corresponding to a plurality of objects and locations identified by the first crowdsourcing participant;

(e) retrieving, at a crowdrank server comprising at least a memory, a processor, and programmable instructions stored in the memory and operating in the processor thereof, a plurality of tags corresponding to the object of interest, the tags made by participating users by repeated carrying out of steps (a) through (d);

(f) computing a vector of agreement and disagreement values for each of the plurality of retrieved tags; wherein each agreement or disagreement value is determined by comparing a distance between a location associated with a first retrieved tag with which a first vector is associated and a location associated with a second retrieved tag;

(g) performing an expectation-maximization or expectation-minimization process iteratively until a configured maximum number of iterations is performed or until an indicia of rate of change between iterations falls below a configured threshold; and

(h) providing resulting output values corresponding to the geolocation of the object of interest to an administrative user.

Assignments (21)
RELEASE OF SECURITY INTEREST Recorded Mar 3, 2026
From: SIXTH STREET LENDING PARTNERS, ACTING IN ITS CAPACITY AS AGENT
To: AURORA INSIGHT INC.; VANTOR INC. (F/K/A MAXAR INTELLIGENCE INC.); VANTOR SERVICES INC. (F/K/A MAXAR MISSION SOLUTIONS INC.); LANTERIS SPACE LLC (F/K/A MAXAR SPACE LLC); SPATIAL ENERGY, LLC; LANTERIS SPACE ROBOTICS LLC (F/K/A MAXAR SPACE ROBOTICS LLC); VANTOR HOLDINGS INC. (F/K/A MAXAR TECHNOLOGIES HOLDINGS INC.)
Reel/Frame 075021/0624 →
CERTIFICATE OF AMENDMENT Recorded Jan 7, 2026
From: MAXAR INTELLIGENCE INC.
To: VANTOR INC.
Reel/Frame 074270/0330 →
CHANGE OF NAME Recorded Nov 4, 2025
From: MAXAR INTELLIGENCE INC.
To: VANTOR INC.
Reel/Frame 073458/0728 →
RELEASE (REEL 060389/FRAME 0720) Recorded May 12, 2023
From: ROYAL BANK OF CANADA
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
Reel/Frame 063633/0431 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded May 5, 2023
From: MAXAR INTELLIGENCE INC. (F/K/A DIGITALGLOBE, INC.); AURORA INSIGHT INC.; MAXAR MISSION SOLUTIONS INC. ((F/K/A RADIANT MISSION SOLUTIONS INC. (F/K/A THE RADIANT GROUP, INC.)); MAXAR SPACE LLC (F/K/A SPACE SYSTEMS/LORAL, LLC); SPATIAL ENERGY, LLC; MAXAR SPACE ROBOTICS LLC ((F/K/A SSL ROBOTICS LLC) (F/K/A MDA US SYSTEMS LLC)); MAXAR TECHNOLOGIES HOLDINGS INC.
To: SIXTH STREET LENDING PARTNERS, AS ADMINISTRATIVE AGENT
Reel/Frame 063660/0138 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS AND TRADEMARKS - RELEASE OF REEL/FRAME 044167/0396 Recorded May 4, 2023
From: ROYAL BANK OF CANADA, AS AGENT
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
Reel/Frame 063543/0001 →
TERMINATION AND RELEASE OF PATENT SECURITY AGREEMENT - RELEASE OF REEL/FRAME 053866/0412 Recorded May 4, 2023
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
Reel/Frame 063544/0011 →
TERMINATION AND RELEASE OF PATENT SECURITY AGREEMENT - RELEASE OF REEL/FRAME 060389/0782 Recorded May 4, 2023
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
Reel/Frame 063544/0074 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS AND TRADEMARKS - RELEASE OF REEL/FRAME 051258/0465 Recorded May 4, 2023
From: ROYAL BANK OF CANADA, AS AGENT
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
Reel/Frame 063542/0300 →
CHANGE OF NAME Recorded Feb 15, 2023
From: DIGITALGLOBE, INC.
To: MAXAR INTELLIGENCE INC.
Reel/Frame 062760/0832 →
RELEASE OF SECURITY INTEREST Recorded Jun 21, 2022
From: WILMINGTON TRUST, NATIONAL ASSOCIATION
To: DIGITALGLOBE, INC.; SPACE SYSTEMS/LORAL, LLC; RADIANT GEOSPATIAL SOLUTIONS LLC
Reel/Frame 060390/0282 →
SECURITY AGREEMENT Recorded Jun 17, 2022
From: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
To: WILMINGTON TRUST, NATIONAL ASSOCIATION
Reel/Frame 060389/0782 →
SECURITY AGREEMENT Recorded Jun 16, 2022
From: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
To: ROYAL BANK OF CANADA
Reel/Frame 060389/0720 →
PATENT SECURITY AGREEMENT Recorded Sep 23, 2020
From: DIGITALGLOBE, INC.
To: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS NOTES COLLATERAL AGENT
Reel/Frame 053866/0412 →
CHANGE OF ADDRESS Recorded Mar 10, 2020
From: DIGITALGLOBE, INC.
To: DIGITALGLOBE, INC.
Reel/Frame 052136/0893 →
SECURITY AGREEMENT (NOTES) Recorded Dec 12, 2019
From: DIGITALGLOBE, INC.; RADIANT GEOSPATIAL SOLUTIONS LLC; SPACE SYSTEMS/LORAL, LLC (F/K/A SPACE SYSTEMS/LORAL INC.)
To: WILMINGTON TRUST, NATIONAL ASSOCIATION, - AS NOTES COLLATERAL AGENT
Reel/Frame 051262/0824 →
AMENDED AND RESTATED U.S. PATENT AND TRADEMARK SECURITY AGREEMENT Recorded Dec 11, 2019
From: DIGITALGLOBE, INC.
To: ROYAL BANK OF CANADA, AS COLLATERAL AGENT
Reel/Frame 051258/0465 →
SECURITY INTEREST Recorded Oct 5, 2017
From: DIGITALGLOBE, INC.; MACDONALD, DETTWILER AND ASSOCIATES LTD.; MACDONALD, DETTWILER AND ASSOCIATES CORPORATION; MACDONALD, DETTWILER AND ASSOCIATES INC.; MDA GEOSPATIAL SERVICES INC.; SPACE SYSTEMS/LORAL, LLC; MDA INFORMATION SYSTEMS LLC
To: ROYAL BANK OF CANADA, AS THE COLLATERAL AGENT
Reel/Frame 044167/0396 →
RELEASE OF SECURITY INTEREST IN PATENTS FILED AT R/F 041069/0910 Recorded Oct 5, 2017
From: BARCLAYS BANK PLC
To: DIGITALGLOBE, INC.
Reel/Frame 044363/0524 →
SECURITY INTEREST Recorded Jan 23, 2017
From: DIGITALGLOBE, INC.
To: BARCLAYS BANK PLC, AS COLLATERAL AGENT
Reel/Frame 041069/0910 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 17, 2014
From: BARRINGTON, LUKE; RICKLIN, NATHAN; HAR-NOY, SHAY
To: DIGITALGLOBE INC
Reel/Frame 033974/0773 →