Patents by Inventor Shimon Cohen
Shimon Cohen 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).
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Publication number: 20240296655Abstract: A method for cluster-based and autonomous finding of reference information, the method may include obtaining a group of untagged images, each untagged image captures an instance of an item; wherein at least some of the untagged images capture different instances of the item; obtaining multiple sets of item pixels from the untagged images of the group, each set originated from an untagged image of the group and comprises multiple item pixels; determining item features of the item for each set, based on the multiple item pixels of the set and; repeating, until reaching an end condition the steps of: (a) selecting some of the sets as centroids; (b) clustering the item features of the some of the sets to provide clusters, wherein the clustering is based, at least in part, on the centroids; and (c) removing members of a cluster that has less members than another cluster; and defining untagged images that are associated with a member of any remaining cluster as reference images or as reference image candidates.Type: ApplicationFiled: March 3, 2024Publication date: September 5, 2024Applicant: AI QUALISENSE 2021 LTDInventor: Shimon Cohen
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Publication number: 20240296540Abstract: A computerized method for defect detection prediction with a compact set of prediction channels, the method may include (i) obtaining a manufactured item (MI) image; (ii) generating, by a machine learning process, pixel predictions per multiple pixels of one or more feature maps related to the MI image; wherein the pixel predictions consist essentially of a probability (P) of defect, bounding height (H) and bounding box width (W); wherein the machine learning process was trained to (i) detect defects bounded by bounding boxes that have selected aspect ratios, and (ii) ignore defects bounded by bounding boxes that have non-selected aspect ratios; (iii) selecting, out of the multiple pixels, pixels based on values of at least one of the pixel predictors to provide a plurality of selected pixels; (iv) determining, based on the selected pixels, suspected defect bounding boxes; and (v) responding to the determining.Type: ApplicationFiled: March 3, 2024Publication date: September 5, 2024Applicant: AI QUALISENSE 2021 LTDInventor: Shimon Cohen
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Publication number: 20240257050Abstract: A system for processing images captured in a retail store is provided. The system may include a processor configured to: access a database storing a group of product models; receive an image depicting at least part of a store shelf having a plurality of products of a same type displayed thereon; analyze the image and determine a first candidate type of the products based on the group of product models and the image analysis; determine a first confidence level associated with the first candidate type; when the first confidence level is below a confidence threshold, determine a second candidate type of the products using contextual information; determine a second confidence level associated with the determined second candidate type of the plurality of products; and when the second confidence level is above the confidence threshold, initiate an action to update the group of product models stored in the database.Type: ApplicationFiled: April 5, 2024Publication date: August 1, 2024Applicant: Trax Technology Solutions Pte Ltd.Inventors: Yair Adato, Aviv Eisenschtat, Dolev Pomeranz, Ziv Mhabary, Daniel Shimon Cohen, Osnat Yanushevsky
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Patent number: 11727353Abstract: The present disclosure relates to systems and methods for identifying products and monitoring planogram compliance using analysis of image data. In one implementation, the method may include accessing at least one planogram describing a desired placement of a plurality of product types on shelves of a plurality of retail stores; receiving image data from the plurality of retail stores; analyzing the image data to determine an actual placement of the plurality of product types on the shelves of the plurality of retail stores; determining at least one characteristic of planogram compliance based on detected differences between the at least one planogram and the actual placement of the plurality of product types on the shelves of the plurality of retail stores; and receiving checkout data from the plurality of retail stores reflecting sales of at least one product type from the plurality of product types.Type: GrantFiled: May 9, 2022Date of Patent: August 15, 2023Assignee: Trax Technology Solutions Pte Ltd.Inventors: Yair Adato, Youval Bronicki, Alon Grubshtein, Galit Peled, Daniel Shimon Cohen, Shlomi Dayan
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Publication number: 20230245292Abstract: There may be provided a method for defect detection, the method may include (a) receiving an image of an evaluated object; (b) applying a distortion removal machine learning process on the image to provide a processed image of the evaluated object; (c) comparing the image to the processed image to provide a comparison result; and (d) detecting one or more object defects based on the comparison result. The distortion removal machine learning process is trained by a training process to remove distortions from images of objects. The training process includes feeding the machine learning process with images of reference objects and with distorted images of the reference objects. The distorted images are generated by distorting the images of the reference.Type: ApplicationFiled: February 1, 2023Publication date: August 3, 2023Applicant: LEAN AI TECHNOLOGIES LTD.Inventor: Shimon Cohen
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Patent number: 11562581Abstract: A system for acquiring images of products in a retail store is disclosed. The system may include a first housing configured for location on a retail shelving unit, and an image capture device included in the first housing and configured relative to the first housing such that an optical axis of the image capture device is directed toward an opposing retail shelving unit when the first housing is fixedly mounted on the retail shelving unit. The system may further include a second housing configured for location on the retail shelving unit separate from the first housing, the second housing containing a processor configured to control the image capture device and a network interface for communicating with a remote server. The system may further include a data conduit configured to enable transfer of control signals from the processor to the image capture device.Type: GrantFiled: December 22, 2020Date of Patent: January 24, 2023Assignee: Trax Technology Solutions Pte Ltd.Inventors: Yair Adato, Itai Lishner, Daniel Shimon Cohen
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Publication number: 20220262141Abstract: The present disclosure relates to systems and methods for identifying products and monitoring planogram compliance using analysis of image data. In one implementation, the method may include accessing at least one planogram describing a desired placement of a plurality of product types on shelves of a plurality of retail stores; receiving image data from the plurality of retail stores; analyzing the image data to determine an actual placement of the plurality of product types on the shelves of the plurality of retail stores; determining at least one characteristic of planogram compliance based on detected differences between the at least one planogram and the actual placement of the plurality of product types on the shelves of the plurality of retail stores; and receiving checkout data from the plurality of retail stores reflecting sales of at least one product type from the plurality of product types.Type: ApplicationFiled: May 9, 2022Publication date: August 18, 2022Inventors: Yair Adato, Youval Bronicki, Alon Grubshtein, Galit Peled, Daniel Shimon Cohen, Shlomi Dayan
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Patent number: 11354916Abstract: A system for automatically addressing detected conditions within the retail store is provided. The system may include at least one processor configured to receive a plurality of images depicting a plurality of products displayed on a plurality of store shelves; retrieve reference data specifying a desired state of the retail store; use the reference data to detect an indicator of a first service-improvement condition; use the reference data to detect an indicator of a second service-improvement; determine a first product-related task for addressing the first service-improvement condition; determine a second product-related task for addressing the second service-improvement condition; access a database storing information indicative of a first employee and a second employee on duty during a time interval over which the plurality of images was received; and assign the first product-related task to the first employee and assign the second product-related task to the second employee.Type: GrantFiled: October 28, 2020Date of Patent: June 7, 2022Assignee: TRAX TECHNOLOGY SOLUTIONS PTE LTD.Inventors: Yair Adato, Youval Bronicki, Shlomi Dayan, Galit Peled, David M. Gottlieb, Alon Grubshtein, Daniel Shimon Cohen
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Publication number: 20210110139Abstract: A system for acquiring images of products in a retail store is disclosed. The system may include a first housing configured for location on a retail shelving unit, and an image capture device included in the first housing and configured relative to the first housing such that an optical axis of the image capture device is directed toward an opposing retail shelving unit when the first housing is fixedly mounted on the retail shelving unit. The system may further include a second housing configured for location on the retail shelving unit separate from the first housing, the second housing containing a processor configured to control the image capture device and a network interface for communicating with a remote server. The system may further include a data conduit configured to enable transfer of control signals from the processor to the image capture device.Type: ApplicationFiled: December 22, 2020Publication date: April 15, 2021Inventors: Yair Adato, Itai Lishner, Daniel Shimon Cohen
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Publication number: 20210042502Abstract: A system for acquiring images of products in a retail store is disclosed. The system may include at least one first housing configured for location on a retail shelving unit, and at least one image capture device included in the at least one first housing and configured relative to the at least one first housing such that an optical axis of the at least one image capture device is directed toward an opposing retail shelving unit when the at least one first housing is fixedly mounted on the retail shelving unit. The system may further include a second housing configured for location on the retail shelving unit separate from the at least one first housing, the second housing may contain at least one processor configured to control the at least one image capture device and also to control a network interface for communicating with a remote server.Type: ApplicationFiled: October 28, 2020Publication date: February 11, 2021Inventors: Yair Adato, Youval Bronicki, Shlomi Dayan, Galit Peled, David M. Gottlieb, Alon Grubshtein, Daniel Shimon Cohen
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Patent number: 10671834Abstract: A system for processing images captured in a retail store is provided. The system may include a processor configured to: access a database storing a group of product models; receive an image depicting at least part of a store shelf having a plurality of products of a same type displayed thereon; analyze the image and determine a first candidate type of the products based on the group of product models and the image analysis; determine a first confidence level associated with the first candidate type; when the first confidence level is below a confidence threshold, determine a second candidate type of the products using contextual information; determine a second confidence level associated with the determined second candidate type of the plurality of products; and when the second confidence level is above the confidence threshold, initiate an action to update the group of product models stored in the database.Type: GrantFiled: March 15, 2019Date of Patent: June 2, 2020Assignee: TRAX TECHNOLOGY SOLUTIONS PTE LTD.Inventors: Yair Adato, Aviv Eisenschtat, Dolev Pomeranz, Ziv Mhabary, Daniel Shimon Cohen, Osnat Yanushevsky
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Patent number: 10643060Abstract: A system for acquiring images of products in a retail store is disclosed. The system may include a first housing configured for location on a retail shelving unit, and an image capture device included in the first housing and configured relative to the first housing such that an optical axis of the image capture device is directed toward an opposing retail shelving unit when the first housing is fixedly mounted on the retail shelving unit. The system may further include a second housing configured for location on the retail shelving unit separate from the first housing, the second housing containing a processor configured to control the image capture device and a network interface for communicating with a remote server. The system may further include a data conduit configured to enable transfer of control signals from the processor to the image capture device.Type: GrantFiled: March 15, 2019Date of Patent: May 5, 2020Assignee: Trax Technologies Solutions Pte Ltd.Inventors: Yair Adato, Itai Lishner, Daniel Shimon Cohen
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Patent number: 10558843Abstract: A system for processing images captured in a retail store and differentiating between products with similar visual appearances is provided. The system may comprise at least one processor configured to receive at least one image depicting a store shelf having a product displayed thereon, analyze the at least one image to detect the product, determine that the detected product is either a first type of product or a second type of product, analyze the at least one image to determine a price associated with the detected product, determine that the detected product is of the first type of product when the determined price falls within a first price range associated with the first type of product, and determine that the detected product is of the second type of product when the determined price falls within a second price range associated with the second type of product.Type: GrantFiled: March 14, 2019Date of Patent: February 11, 2020Assignee: TRAX TECHNOLOGY SOLUTIONS PTE LTD.Inventors: Yair Adato, Aviv Eisenschtat, Ziv Mhabary, Daniel Shimon Cohen
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Patent number: 10402777Abstract: The present disclosure provides a method of image processing comprising: obtaining by an imaging device a low resolution version and a high resolution version of a retail image, the high resolution version of the retail image being a temporary file to be erased automatically after a predetermined time period; transmitting to a server the low resolution version of the retail image; upon receipt of a request from the server, the request including data representative of a contour of an unidentified item in the low resolution version of the retail image, cropping a high resolution item image from the high resolution version of the retail image, the high resolution item image corresponding to the contour of the unidentified item; and transmitting the high resolution item image to the server thereby enabling updating an item database.Type: GrantFiled: June 7, 2017Date of Patent: September 3, 2019Assignee: TRAX TECHNOLOGY SOLUTIONS PTE LTD.Inventors: Daniel Shimon Cohen, Yair Adato, Dolev Pomeranz
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Publication number: 20190236531Abstract: The present disclosure relates to systems and methods for identifying products and monitoring planogram compliance using analysis of image data. In one implementation, the method may include accessing at least one planogram describing a desired placement of a plurality of product types on shelves of a plurality of retail stores; receiving image data from the plurality of retail stores; analyzing the image data to determine an actual placement of the plurality of product types on the shelves of the plurality of retail stores; determining at least one characteristic of planogram compliance based on detected differences between the at least one planogram and the actual placement of the plurality of product types on the shelves of the plurality of retail stores; and receiving checkout data from the plurality of retail stores reflecting sales of at least one product type from the plurality of product types.Type: ApplicationFiled: March 15, 2019Publication date: August 1, 2019Applicant: Trax Technologies Solutions Pte Ltd.Inventors: Yair Adato, Youval Bronicki, Alon Grubshtein, Galit Peled, Daniel Shimon Cohen, Shlomi Dayan
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Publication number: 20190213523Abstract: The present disclosure relates to systems and methods for processing images captured in a retail store and automatically addressing detected conditions within the retail store. In one implementation, the system may include a processor configured to receive a plurality of images depicting a plurality of products displayed on a plurality of store shelves; detect in the plurality of images an indicator of a first service-improvement condition relating to the plurality of products; detect in the plurality of images an indicator of a second service-improvement condition relating to the plurality of products; determine a first product-related task for addressing the first service-improvement condition; determine a second product-related task for addressing the second service-improvement condition; and access a database storing information indicative of a first employee and a second employee on duty during a time interval over which the plurality of images was received.Type: ApplicationFiled: March 15, 2019Publication date: July 11, 2019Applicant: Trax Technologies Solutions Pte Ltd.Inventors: Yair Adato, Youval Bronicki, Shlomi Dayan, Galit Peled, David M. Gottlieb, Alon Grubshtein, Daniel Shimon Cohen
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Publication number: 20190215424Abstract: A system for acquiring images of products in a retail store is disclosed. The system may include a first housing configured for location on a retail shelving unit, and an image capture device included in the first housing and configured relative to the first housing such that an optical axis of the image capture device is directed toward an opposing retail shelving unit when the first housing is fixedly mounted on the retail shelving unit. The system may further include a second housing configured for location on the retail shelving unit separate from the first housing, the second housing containing a processor configured to control the image capture device and a network interface for communicating with a remote server. The system may further include a data conduit configured to enable transfer of control signals from the processor to the image capture device.Type: ApplicationFiled: March 15, 2019Publication date: July 11, 2019Applicant: Trax Technologies Solutions Pte Ltd.Inventors: Yair Adato, Itai Lishner, Daniel Shimon Cohen
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Publication number: 20190213212Abstract: A system for processing images captured in a retail store is provided. The system may include a processor configured to: access a database storing a group of product models; receive an image depicting at least part of a store shelf having a plurality of products of a same type displayed thereon; analyze the image and determine a first candidate type of the products based on the group of product models and the image analysis; determine a first confidence level associated with the first candidate type; when the first confidence level is below a confidence threshold, determine a second candidate type of the products using contextual information; determine a second confidence level associated with the determined second candidate type of the plurality of products; and when the second confidence level is above the confidence threshold, initiate an action to update the group of product models stored in the database.Type: ApplicationFiled: March 15, 2019Publication date: July 11, 2019Inventors: Yair Adato, Aviv Eisenschtat, Dolev Pomeranz, Ziv Mhabary, Daniel Shimon Cohen, Osnat Yanushevsky
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Publication number: 20190213418Abstract: A system for processing images captured in a retail store and differentiating between products with similar visual appearances is provided. The system may comprise at least one processor configured to receive at least one image depicting a store shelf having a product displayed thereon, analyze the at least one image to detect the product, determine that the detected product is either a first type of product or a second type of product, analyze the at least one image to determine a price associated with the detected product, determine that the detected product is of the first type of product when the determined price falls within a first price range associated with the first type of product, and determine that the detected product is of the second type of product when the determined price falls within a second price range associated with the second type of product.Type: ApplicationFiled: March 14, 2019Publication date: July 11, 2019Inventors: Yair Adato, Aviv Eisenschtat, Ziv Mhabary, Daniel Shimon Cohen
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Patent number: 10122915Abstract: The present disclosure provides a method for providing an indication about a distance between a retail unit and an electronic device, comprising: acquiring from an image sensor in a retail establishment, at least one image of a product on a store shelf; accessing in a memory that stores a plurality of templates associated with a plurality of differing products, a template associated with the product on the store shelf in the at least one acquired image; comparing at least one dimension associated with the product in the at least one acquired image with at least one dimension associated with the accessed template; based on the comparison, determining whether a distance between the image sensor and the product on the store shelf is within an acceptable range for additional image processing; and providing a notification to a user of the electronic device to adjust the distance between the image sensor and the product on the shelf when the product is outside of the acceptable range.Type: GrantFiled: June 20, 2016Date of Patent: November 6, 2018Assignee: TRAX TECHNOLOGY SOLUTIONS PTE LTD.Inventors: Hilit Maayan, Daniel Shimon Cohen, Jacob Greenshpan