Patents by Inventor Mirza Akbar Shah

Mirza Akbar Shah has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 11897148
    Abstract: One variation of a method for deploying a mobile robotic system to scan inventory structures within a store includes: dispatching the mobile robotic system to navigate along inventory structures within the store during a setup cycle; at the mobile robotic system, while navigating along the inventory structures during the setup cycle, capturing a set of wireless connectivity metrics representing connectivity to a first wireless network; assembling the set of wireless connectivity metrics into a wireless connectivity map of the store; estimating a processing duration from start of the scan cycle to transformation of images of the inventory structures, captured by the mobile robotic system, into a stock condition of the store; and dispatching the mobile robotic system to autonomously capture images of the inventory structures within the store during a scan cycle preceding a scheduled restocking period in the store based on the processing duration.
    Type: Grant
    Filed: February 5, 2021
    Date of Patent: February 13, 2024
    Assignee: Simbe Robotics, Inc.
    Inventors: Mirza Akbar Shah, Cem Ersoz, Jariullah Safi, Bradley Bogolea
  • Publication number: 20230421705
    Abstract: One variation of a method for stock keeping in a store includes: accessing an image captured by a fixed camera within the store; retrieving a field of view of the fixed camera; estimating a segment of an inventory structure in the store depicted in the image based on a projection of the field of view onto a planogram of the store; identifying a set of slots within the inventory structure segment; retrieving a product model representing a set of visual characteristics of a product type assigned to a slot, in the set of slots, by the planogram; extracting a constellation of features from the image; if the constellation of features approximates the set of visual characteristics in the product model, detecting presence of a product unit of the product type occupying the inventory structure segment; and representing presence of the product unit, occupying the inventory structure segment, in a realogram.
    Type: Application
    Filed: January 20, 2023
    Publication date: December 28, 2023
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Lorin Vandegrift, Luke Fraser, Jariullah Safi, Jeffrey Gee, Durgesh Tiwari
  • Publication number: 20230131517
    Abstract: One variation of a method for automatically generating a planogram for a store includes: dispatching a robotic system to autonomously navigate within the store during a mapping routine; accessing a floor map of the floor space generated by the robotic system from map data collected during the mapping routine; identifying a shelving structure within the map of the floor space; defining a first set of waypoints along an aisle facing the shelving structure; dispatching the robotic system to navigate to and to capture optical data at the set of waypoints during an imaging routine; receiving a set of images generated from optical data recorded by the robotic system during the imaging routine; identifying products and positions of products in the set of images; and generating a planogram of the shelving segment based on products and positions of products identified in the set of images.
    Type: Application
    Filed: August 25, 2022
    Publication date: April 27, 2023
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Jariullah Safi, Luke Fraser, Lorin Vandegrift, Jeffrey Gee
  • Patent number: 11593755
    Abstract: A method for stock keeping in a store includes: accessing an image captured by a fixed camera within the store; retrieving a field of view of the fixed camera; estimating a segment of an inventory structure in the store depicted in the image based on a projection of the field of view onto a planogram of the store; identifying a set of slots within the inventory structure segment; retrieving a product model representing a set of visual characteristics of a product type assigned to a slot, in the set of slots, by the planogram; extracting a constellation of features from the image; if the constellation of features approximates the set of visual characteristics in the product model, detecting presence of a product unit of the product type occupying the inventory structure segment; and representing presence of the product unit, occupying the inventory structure segment, in a realogram.
    Type: Grant
    Filed: May 21, 2020
    Date of Patent: February 28, 2023
    Assignee: Simbe Robotics, Inc.
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Lorin Vandegrift, Luke Fraser, Jariullah Safi, Jeffrey Gee, Durgesh Tiwari
  • Publication number: 20220391825
    Abstract: One variation of a method for tracking placement of products in a store includes: accessing an image recorded by a mobile robotic system within a store; detecting a shelf in a region of the image; based on an address of the shelf, retrieving a list of products assigned to the shelf by a planogram of the store; retrieving a set of template images—from a database of template images—defining visual features of products specified in the list of products; extracting a set of features from the region of the image; determining that a unit of the product is mis-stocked on the shelf in response to deviation between the set of features and features in a template image, in the set of template images, representing the product; and in response to determining that the unit of the product is mis-stocked on the shelf, generating a restocking prompt for the product.
    Type: Application
    Filed: April 22, 2022
    Publication date: December 8, 2022
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Lorin Vandegrift, Luke Fraser, Jariullah Safi, Jeffrey Gee
  • Patent number: 11341454
    Abstract: One variation of a method for tracking placement of products in a store includes: accessing an image depicting a shelving structure in the store; reading a product identifier of a product from a shelf tag detected in the image; accessing a set of template features associated with the product identifier; based on the shelf tag detected in the image, locating a region in the first image depicting a slot on the shelving structure; confirming presence of a unit of the product in the slot in response to detecting features analogous to the set of template features in the region in the image; detecting absence of the product from the slot based on absence of features analogous to the set of template features in the region in the image; and in response to detecting absence of the product from the slot, generating a prompt to restock the slot.
    Type: Grant
    Filed: September 23, 2019
    Date of Patent: May 24, 2022
    Assignee: Simbe Robotics, Inc.
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Lorin Vandegrift, Luke Fraser, Jariullah Safi, Jeffrey Gee
  • Publication number: 20220156687
    Abstract: One variation of a method for tracking stock level within a store includes: dispatching a robotic system to image shelving structures within the store during a scan cycle; receiving images from the robotic system, each image recorded by the robotic system during the scan cycle and corresponding to one waypoint within the store; identifying, in the images, empty slots within the shelving structures; identifying a product assigned to each empty slot based on product location assignments defined in a planogram of the store; for a first product of a first product value and assigned to a first empty slot, generating a first prompt to restock the first empty slot with a unit of the first product during the scan cycle; and, upon completion of the scan cycle, generating a global restocking list specifying restocking of a set of empty slots associated with product values less than the first product value.
    Type: Application
    Filed: February 3, 2022
    Publication date: May 19, 2022
    Inventors: Mirza Akbar Shah, Bradley Bogolea, Jeffrey Gee
  • Patent number: 11276034
    Abstract: One variation of a method for tracking stock level within a store includes: dispatching a robotic system to image shelving structures within the store during a scan cycle; receiving images from the robotic system, each image recorded by the robotic system during the scan cycle and corresponding to one waypoint within the store; identifying, in the images, empty slots within the shelving structures; identifying a product assigned to each empty slot based on product location assignments defined in a planogram of the store; for a first product of a first product value and assigned to a first empty slot, generating a first prompt to restock the first empty slot with a unit of the first product during the scan cycle; and, upon completion of the scan cycle, generating a global restocking list specifying restocking of a set of empty slots associated with product values less than the first product value.
    Type: Grant
    Filed: February 14, 2020
    Date of Patent: March 15, 2022
    Assignee: Simbe Robotics, Inc.
    Inventors: Mirza Akbar Shah, Bradley Bogolea, Jeffrey Gee
  • Publication number: 20210379765
    Abstract: One variation of a method for automatically generating waypoints for imaging shelves within a store includes: dispatching a robotic system to autonomously generating a map of a floor space within the store; accessing an architectural metaspace defining target locations and addresses of the set of shelving structures within the store; distorting the architectural metaspace into alignment with the map to generate a normalized metaspace representing real locations and addresses of the set of shelving structures in the store; defining a set of waypoints distributed longitudinally along and offset laterally from a first shelving structure represented in the normalized metaspace based on a known position of an optical sensor in the robotic system; and dispatching the robotic system to record optical data while occupying the set of waypoint optv-mo3 in:#finance s during an imaging routine.
    Type: Application
    Filed: August 25, 2021
    Publication date: December 9, 2021
    Inventors: Mirza Akbar Shah, Bradley Bogolea, Jeffrey Gee, Jariullah Safi, Luke Fraser
  • Patent number: 11130239
    Abstract: One variation of a method for automatically generating waypoints for imaging shelves within a store includes: dispatching a robotic system to autonomously generating a map of a floor space within the store; accessing an architectural metaspace defining target locations and addresses of the set of shelving structures within the store; distorting the architectural metaspace into alignment with the map to generate a normalized metaspace representing real locations and addresses of the set of shelving structures in the store; defining a set of waypoints distributed longitudinally along and offset laterally from a first shelving structure represented in the normalized metaspace based on a known position of an optical sensor in the robotic system; and dispatching the robotic system to record optical data while occupying the set of waypoints during an imaging routine.
    Type: Grant
    Filed: July 16, 2019
    Date of Patent: September 28, 2021
    Assignee: Simbe Robotics, Inc.
    Inventors: Mirza Akbar Shah, Bradley Bogolea, Jeffrey Gee, Jariullah Safi, Luke Fraser
  • Publication number: 20210237276
    Abstract: One variation of a method for deploying a mobile robotic system to scan inventory structures within a store includes: dispatching the mobile robotic system to navigate along inventory structures within the store during a setup cycle; at the mobile robotic system, while navigating along the inventory structures during the setup cycle, capturing a set of wireless connectivity metrics representing connectivity to a first wireless network; assembling the set of wireless connectivity metrics into a wireless connectivity map of the store; estimating a processing duration from start of the scan cycle to transformation of images of the inventory structures, captured by the mobile robotic system, into a stock condition of the store; and dispatching the mobile robotic system to autonomously capture images of the inventory structures within the store during a scan cycle preceding a scheduled restocking period in the store based on the processing duration.
    Type: Application
    Filed: February 5, 2021
    Publication date: August 5, 2021
    Inventors: Mirza Akbar Shah, Cem Ersoz, Jariullah Safi, Bradley Bogolea
  • Publication number: 20210056505
    Abstract: One variation of a method for tracking stock level within a store includes: at a robotic system, navigating along a first inventory structure in the store, broadcasting radio frequency interrogation signals according to a first set of wireless scan parameters, and recording a first set of wireless identification signals returned by radio frequency identification tags coupled to product units arranged on the first inventory structure; generating a first list of product units arranged on the first inventory structure based on the first set of wireless identification signals; detecting a first product quantity difference between the first list of product units and a first target stock list assigned to the first inventory structure by a planogram of the store; and generating a stock correction prompt for the first inventory structure in response to the first product quantity difference.
    Type: Application
    Filed: October 20, 2020
    Publication date: February 25, 2021
    Inventors: Durgesh Tiwari, Bradley Bogolea, Mirza Akbar Shah, Jeffrey Gee
  • Patent number: 10846657
    Abstract: One variation of a method for tracking stock level within a store includes: at a robotic system, navigating along a first inventory structure in the store, broadcasting radio frequency interrogation signals according to a first set of wireless scan parameters, and recording a first set of wireless identification signals returned by radio frequency identification tags coupled to product units arranged on the first inventory structure; generating a first list of product units arranged on the first inventory structure based on the first set of wireless identification signals; detecting a first product quantity difference between the first list of product units and a first target stock list assigned to the first inventory structure by a planogram of the store; and generating a stock correction prompt for the first inventory structure in response to the first product quantity difference.
    Type: Grant
    Filed: April 6, 2018
    Date of Patent: November 24, 2020
    Assignee: Simbe Robotics, Inc.
    Inventors: Durgesh Tiwari, Bradley Bogolea, Mirza Akbar Shah, Jeffrey Gee
  • Publication number: 20200286032
    Abstract: One variation of a method for stock keeping in a store includes: accessing an image captured by a fixed camera within the store; retrieving a field of view of the fixed camera; estimating a segment of an inventory structure in the store depicted in the image based on a projection of the field of view onto a planogram of the store; identifying a set of slots within the inventory structure segment; retrieving a product model representing a set of visual characteristics of a product type assigned to a slot, in the set of slots, by the planogram; extracting a constellation of features from the image; if the constellation of features approximates the set of visual characteristics in the product model, detecting presence of a product unit of the product type occupying the inventory structure segment; and representing presence of the product unit, occupying the inventory structure segment, in a realogram.
    Type: Application
    Filed: May 21, 2020
    Publication date: September 10, 2020
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Lorin Vandegrift, Luke Fraser, Jariullah Safi, Jeffrey Gee, Durgesh Tiwari
  • Publication number: 20200215698
    Abstract: One variation of a method for automatically generating a planogram for a store includes: dispatching a robotic system to autonomously navigate within the store during a mapping routine; accessing a floor map of the floor space generated by the robotic system from map data collected during the mapping routine; identifying a shelving structure within the map of the floor space; defining a first set of waypoints along an aisle facing the shelving structure; dispatching the robotic system to navigate to and to capture optical data at the set of waypoints during an imaging routine; receiving a set of images generated from optical data recorded by the robotic system during the imaging routine; identifying products and positions of products in the set of images; and generating a planogram of the shelving segment based on products and positions of products identified in the set of images.
    Type: Application
    Filed: March 16, 2020
    Publication date: July 9, 2020
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Jariullah Safi, Luke Fraser, Lorin Vandegrift, Jeffrey Gee
  • Publication number: 20200184411
    Abstract: One variation of a method for tracking stock level within a store includes: dispatching a robotic system to image shelving structures within the store during a scan cycle; receiving images from the robotic system, each image recorded by the robotic system during the scan cycle and corresponding to one waypoint within the store; identifying, in the images, empty slots within the shelving structures; identifying a product assigned to each empty slot based on product location assignments defined in a planogram of the store; for a first product of a first product value and assigned to a first empty slot, generating a first prompt to restock the first empty slot with a unit of the first product during the scan cycle; and, upon completion of the scan cycle, generating a global restocking list specifying restocking of a set of empty slots associated with product values less than the first product value.
    Type: Application
    Filed: February 14, 2020
    Publication date: June 11, 2020
    Inventors: Mirza Akbar Shah, Bradley Bogolea, Jeffrey Gee
  • Patent number: 10625426
    Abstract: One variation of a method for automatically generating a planogram for a store includes: dispatching a robotic system to autonomously navigate within the store during a mapping routine; accessing a floor map of the floor space generated by the robotic system from map data collected during the mapping routine; identifying a shelving structure within the map of the floor space; defining a first set of waypoints along an aisle facing the shelving structure; dispatching the robotic system to navigate to and to capture optical data at the set of waypoints during an imaging routine; receiving a set of images generated from optical data recorded by the robotic system during the imaging routine; identifying products and positions of products in the set of images; and generating a planogram of the shelving segment based on products and positions of products identified in the set of images.
    Type: Grant
    Filed: May 19, 2017
    Date of Patent: April 21, 2020
    Assignee: Simbe Robotics, Inc.
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Jariullah Safi, Luke Fraser, Lorin Vandegrift, Jeffrey Gee
  • Patent number: 10607182
    Abstract: One variation of a method for tracking stock level within a store includes: dispatching a robotic system to image shelving structures within the store during a scan cycle; receiving images from the robotic system, each image recorded by the robotic system during the scan cycle and corresponding to one waypoint within the store; identifying, in the images, empty slots within the shelving structures; identifying a product assigned to each empty slot based on product location assignments defined in a planogram of the store; for a first product of a first product value and assigned to a first empty slot, generating a first prompt to restock the first empty slot with a unit of the first product during the scan cycle; and, upon completion of the scan cycle, generating a global restocking list specifying restocking of a set of empty slots associated with product values less than the first product value.
    Type: Grant
    Filed: November 9, 2016
    Date of Patent: March 31, 2020
    Assignee: Simbe Robotics, Inc.
    Inventors: Mirza Akbar Shah, Bradley Bogolea, Jeffrey Gee
  • Publication number: 20200013007
    Abstract: One variation of a method for tracking placement of products in a store includes: accessing an image recorded by a mobile robotic system within a store; detecting a shelf in a region of the image; based on an address of the shelf, retrieving a list of products assigned to the shelf by a planogram of the store; retrieving a set of template images—from a database of template images—defining visual features of products specified in the list of products; extracting a set of features from the region of the image; determining that a unit of the product is mis-stocked on the shelf in response to deviation between the set of features and features in a template image, in the set of template images, representing the product; and in response to determining that the unit of the product is mis-stocked on the shelf, generating a restocking prompt for the product.
    Type: Application
    Filed: September 23, 2019
    Publication date: January 9, 2020
    Inventors: Bradley Bogolea, Mirza Akbar Shah, Lorin Vandegrift, Luke Fraser, Jariullah Safi, Jeffrey Gee
  • Publication number: 20190337158
    Abstract: One variation of a method for automatically generating waypoints for imaging shelves within a store includes: dispatching a robotic system to autonomously generating a map of a floor space within the store; accessing an architectural metaspace defining target locations and addresses of the set of shelving structures within the store; distorting the architectural metaspace into alignment with the map to generate a normalized metaspace representing real locations and addresses of the set of shelving structures in the store; defining a set of waypoints distributed longitudinally along and offset laterally from a first shelving structure represented in the normalized metaspace based on a known position of an optical sensor in the robotic system; and dispatching the robotic system to record optical data while occupying the set of waypoints during an imaging routine.
    Type: Application
    Filed: July 16, 2019
    Publication date: November 7, 2019
    Inventors: Mirza Akbar Shah, Bradley Bogolea, Jeffrey Gee, Jariullah Safi, Luke Fraser