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US Patent 10452905 System and method for detecting objects in an image

Patent 10452905 was granted and assigned to Photomyne on October, 2019 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent

Patent attributes

Patent Applicant
Photomyne
Photomyne
Current Assignee
Photomyne
Photomyne
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10452905
Patent Inventor Names
Yaron Lipman0
Nir Tzemah0
Omer Shoor0
Yair Segalovitz0
Natalie Verter0
Date of Patent
October 22, 2019
Patent Application Number
16258707
Date Filed
January 28, 2019
Patent Citations Received
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US Patent 12136030 System and method for adapting a neural network model on a hardware platform
0
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US Patent 11893774 Systems and methods for training machine models with augmented data
0
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US Patent 11908171 Enhanced object detection for autonomous vehicles based on field view
0
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US Patent 11983630 Neural networks for embedded devices
0
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US Patent 12014553 Predicting three-dimensional features for autonomous driving
0
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US Patent 12020476 Data synthesis for autonomous control systems
0
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US Patent 12079723 Optimizing neural network structures for embedded systems
0
‌
US Patent 12086097 Vector computational unit
0
...
Patent Primary Examiner
‌
Daniel G Mariam
Patent abstract

A method for cropping photos images captured by a user from an image of a page of a photo album is described. Corners in the page image are detected using corner detection algorithm or by detecting intersections of line-segments (and their extensions) in the image using edge, corner, or line detection techniques. Pairs of the detected corners are used to define all potential quads, which are then are qualified according to various criteria. A correlation matrix is generated for each potential pair of the qualified quads, and candidate quads are selected based on the Eigenvector of the correlation matrix. The content of the selected quads is checked using a salience map that may be based on a trained neuron network, and the resulting photos images are extracted as individual files for further handling or manipulation by the user.

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