Support vector machine prediction system
Granted: April 19, 2022
Patent Number:
11308360
A computer system selects a kernel and kernel parameters for a first Support Vector Machine (SVM) model, testing the SVM model on a feature matrix T of n feature vectors of length m to produce false positive (FP) data set and false negative (FN) data set by a computer processor, wherein n and m are integer numbers, copies the feature matrix T to produce a feature matrix T_best, and checking if a ratio (T_best sample number)/(SVM support vector number) is above a threshold for the SVM…
Hybrid deep learning method for recognizing facial expressions
Granted: April 19, 2022
Patent Number:
11308313
A computer implemented method for recognizing facial expressions by applying feature learning and feature engineering to face images. The method includes conducting feature learning on a face image comprising feeding the face image into a first convolution neural network to obtain a first decision, conducting feature engineering on a face image, comprising the steps of automatically detecting facial landmarks in the face image, transforming the facial features into a two-dimensional…
Automated communication design construction system
Granted: March 1, 2022
Patent Number:
11263449
An automated communication design analysis and construction system that includes one or more intelligent communication design servers, comprising: a normalization module that converts communication content files for different recipients to normalized intermediate format files; an objects identification and quantification module that identifies text objects and image objects in the normalized intermediate format files; a cross-recipient group analysis module configured to identify static…
Proactive creation of photo products
Granted: February 8, 2022
Patent Number:
11244487
A method for proactively creating a photo product includes storing a library of points of interest in a computer storage, detecting one or more images from a user, automatically extracting image capture locations from the images, automatically comparing the image capture locations with the points of interest in the library to obtain one or more identified points of interest, automatically identifying an occasion based on the identified points of interest in the library, automatically…
System and method for automatically generating a new portion of a photo product design based on user input portion
Granted: November 23, 2021
Patent Number:
11182837
A computer-implemented method for creating a photo product design with minimal user inputs includes generating a first portion of a photo product design by a product design module in response to user input, determining one or more layout parameters from the user input to the first portion of the photo product design by a user design learning module, automatically creating a second portion of the photo product design by an intelligent product creation engine at least in part in response…
System and method for customizing photo product designs with minimal and intuitive user inputs
Granted: October 19, 2021
Patent Number:
11151627
A photo product design customization system for customizing a photo product design with minimal and intuitive user inputs includes a product design module that displays a photo product design in a main design panel, a user input detection unit that can detect a first directional movement from a first dynamic object in a product type selection panel to the main design panel, or a second directional movement from a second dynamic object in a product style selection panel to the main design…
Repositionable display panel
Granted: October 5, 2021
Patent Number:
11138910
A repositionable display panel includes a rigid image plate that includes a front surface configured to receive a colorant to form an image thereon and a back surface opposite to the first surface. The rigid image plate is defined by an image plate thickness and image plate widths. A spacer block is defined by a spacer block thickness and spacer block widths smaller than the image plate widths. A pressure-sensitive adhesive layer between the back surface of the rigid image plate and the…
Identifying and tracking digital images with customized metadata
Granted: August 17, 2021
Patent Number:
11095846
A method of tracking digital images includes inputting data identifying a subject of an image into a camera, acquiring an image with the camera, and storing the image and the inputted data, as metadata, in an image file when the image is acquired. The method can be implemented using a scanner, a digital camera, and a data processor. The scanner obtains the identifying data and transmits the data to the camera. The camera obtains digital images and embeds the data into digital image files…
System and method for automated detection and replacement of photographic scenes
Granted: July 6, 2021
Patent Number:
11057576
A method of identifying a background type in a photograph includes extracting a background image from a photograph, feeding the background image into a first convolution neural network to obtain a first decision, extracting color features in the background image, transforming the color features into a two-dimensional color feature matrix, feeding the two-dimensional color feature matrix into a second convolution neural network to obtain a second decision by the one or more computer…
System for assembling composite group image from individual subject images
Granted: June 29, 2021
Patent Number:
11049272
A system for assembling a group composite image from individual subject images is described. Often subjects of a group vary in height. Additionally, as each subject is photographed individually, different zoom factors can be applied by a camera that affects a pixel density of the image captured. The system includes a fiducial marking device that emits collimated light to form one or more fiducial markers on a subject while an image is captured by the camera. Based on a location of the…
Lighting system for photography station
Granted: June 22, 2021
Patent Number:
11042075
A photography system includes a lighting system configured to provide a lighting scene that is diffused and is artistically desirable. The system includes an array of light panels configured to simulate a wall of windows that receive natural, diffused, and consistent sunlight, such as a large window facing the north. The light panels can operate in various modes of operation, such as a continuous light mode a strobe light mode.
Photography system with depth and position detection
Granted: June 15, 2021
Patent Number:
11039119
A photography system includes a digital camera and a depth and position detection device. The digital camera is configured to capture a digital image of a subject. The depth and position detection device scans the subject and determines three-dimensional locations of the subject and any other objects within the field of view. The depth and position detection device also determines locations of body points of the subject. The depth and position information can then be mapped to the…
Hybrid deep learning method for gender classification
Granted: June 15, 2021
Patent Number:
11036970
A computer implemented method for gender classification by applying feature learning and feature engineering to face images. The method includes conducting feature learning on a face image comprising feeding the face image into a first convolution neural network to obtain a first decision, conducting feature engineering on a face image, comprising the steps of automatically detecting facial landmarks in the face image, transforming the facial features into a two-dimensional matrix, and…
Composite group image
Granted: June 8, 2021
Patent Number:
11030730
A method and device for generating a composite group image from subgroup images is provided. Subgroup images, each having a common background, are accessed. The boundaries of a subgroup area within each of the subgroup images is determined. At least one horizontal and at least one vertical shift factor is determined using the determined boundaries. An arrangement for the subgroup images based on the at least one horizontal and the at least one vertical shift factor is generated. The…
System and method for automated detection and replacement of photographic scenes
Granted: May 25, 2021
Patent Number:
11019317
A method of photographing a subject includes storing a library of photographic scene designs in a computer memory, training a photographic scene detection model by a computer processing device using machine learning from sample portrait images comprising known photographic scenes defined in the library of photographic scene designs, capturing a production portrait photograph, using a digital camera, of a subject in a photographic scene that is defined by a photographic scene design in…
Automated communication design construction system
Granted: May 25, 2021
Patent Number:
11017222
A method for automatically analyzing and constructing communications to a plurality of recipients includes automatically separating communication content files into page groups in a system comprising one or more intelligent communication design servers, wherein each of the page groups is associated a recipient of the communications, inputting the communication content files into an intra-page machine prediction model to produce intra-page parameters, inputting the communication content…
High recall additive pattern recognition for image and other applications
Granted: March 23, 2021
Patent Number:
10956713
A computer-implemented method includes selecting a kernel and kernel parameters for a first Support Vector Machine (SVM) model, testing the first SVM model on a feature matrix T of n feature vectors of length m to produce false positive (FP) data set and false negative (FN) data set by a computer processor, wherein n and m are integer numbers, automatically removing feature vectors corresponding to the FP data set from the feature matrix T by the computer processor to produce a feature…
System for support vector machine prediction
Granted: January 12, 2021
Patent Number:
10891522
A computer-implemented method is disclosed for image recognition and other applications. The method employs an SVM model and can reduce false negatives and increase recognition accuracies by raising the sample-to-support-vector ratio.
Photographic lighting apparatus
Granted: December 15, 2020
Patent Number:
D905151
Photography session assistant
Granted: November 17, 2020
Patent Number:
10839502
Devices and methods for evaluating at least one photograph during a photography session are described. In some instances, a camera may be used to capture images during a photography session and a computing device may be used to identify a portrait order specification for the photography session including a set of required photographs, each having associated required criteria. The computing device may evaluate the images and determine whether the images can be associated with any of the…
