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US20140119642 |
Segmenting Human Hairs and Faces
Systems for segmenting human hairs and faces in color images are disclosed, with methods and processes for making and using the same. The image may be cropped around the face area and roughly... |
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US20130343642 |
MACHINE-LEARNT PERSON RE-IDENTIFICATION
Automated person re-identification may be assisted by consideration of attributes of the person in a joint classification with matching of the person. By both solving for similarities in a... |
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US20140016830 |
Small Vein Image Recognition and Authorization Using Constrained Geometrical Matching and Weighted Voting Under Generic Tree Model
An automated registration and authentication system combines a generative and discriminative approach to improve the matching of a query object to a database of registered objects. The... |
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US20130163859 |
REGRESSION TREE FIELDS
A new tractable model solves labeling problems using regression tree fields, which represent non-parametric Gaussian conditional random fields. Regression tree fields are parameterized by... |
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US20110044501 |
Systems and methods for personalized motion control
End users, unskilled in the art, generating motion recognizers from example motions, without substantial programming, without limitation to any fixed set of well-known gestures, and without... |
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US20130251247 |
SYSTEM AND METHODS FOR ARABIC TEXT RECOGNITION AND ARABIC CORPUS BUILDING
A method for automatically recognizing Arabic text includes building an Arabic corpus comprising Arabic text files written in different writing styles and ground truths corresponding to each of... |
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US20140205188 |
Sketch Recognition System
Handwriting interpretation tools, such as optical character recognition (OCR), have improved over the years such that OCR is a common tool in business for interpreting typed text and sometimes... |
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US20150235097 |
Segmentation of an Input by Cut Point Classification
Techniques are provided for segmenting an input by cut point classification and training a cut classifier. A method may include receiving, by a computerized text recognition system, an input in a... |
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US20140294360 |
METHODS AND SYSTEMS FOR ACTION RECOGNITION USING POSELET KEYFRAMES
Methods and systems for video action recognition using poselet keyframes are disclosed. An action recognition model may be implemented to spatially and temporally model discriminative action... |
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US20140270493 |
ADAPTABLE CLASSIFICATION METHOD
An adaptable classification method is provided. The method performs the classification by using a classification standard having a plurality of categories. The classification standard is... |
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US20150262036 |
GLOBAL VISUAL VOCABULARY, SYSTEMS AND METHODS
Systems and methods of generating a compact visual vocabulary are provided. Descriptor sets related to digital representations of objects are obtained, clustered and partitioned into cells of a... |
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US20110176724 |
Content-Aware Ranking for Visual Search
This document describes techniques that utilize a learning method to generate a ranking model for use in image search systems. The techniques leverage textual information and visual information... |
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US20140029839 |
METRIC LEARNING FOR NEAREST CLASS MEAN CLASSIFIERS
A classification system and method enable improvements to classification with nearest class mean classifiers by computing a comparison measure between a multidimensional representation of a new... |
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US20150117764 |
EFFICIENT DISTANCE METRIC LEARNING FOR FINE-GRAINED VISUAL CATEGORIZATION
Methods and systems for distance metric learning include generating two random projection matrices of a dataset from a d-dimensional space into an m-dimensional sub-space, where m is smaller than... |
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US20130021578 |
LEARNING-BASED VISUAL ATTENTION PREDICTION SYSTEM AND METHOD THEREOF
A learning-based visual attention prediction method is disclosed. The method includes a correlation relationship between the fixation density and at least one feature information being learned by... |
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US20130156300 |
Multi-Class Classification Method
A test sample is classified by determining a nearest subspace residual from subspaces learned from multiple different classes of training samples, and a collaborative residual from a collaborative... |
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US20120281909 |
LEARNING DEVICE, IDENTIFICATION DEVICE, LEARNING IDENTIFICATION SYSTEM AND LEARNING IDENTIFICATION DEVICE
A learning device includes a gradient feature extraction unit which extracts a gradient feature amount including a gradient direction at each coordinate and a gradient intensity value thereof... |
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US20150186738 |
Text Recognition Based on Recognition Units
Methods and systems for grapheme splitting of text input for recognition are provided. A method may include receiving a text input in a script and segmenting the text input into one or more... |
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US20140099020 |
METHOD OF DETECTING SMOKE OF FOREST FIRE USING SPATIOTEMPORAL BOF OF SMOKE AND RANDOM FOREST
A method of detecting the smoke of a forest fire using the spatiotemporal Bag-of-Features (BoF) of the smoke and a random forest is provided. In the method, whenever each frame of a video sequence... |
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US20110229017 |
ANNOTATION ADDITION METHOD, ANNOTATION ADDITION SYSTEM USING THE SAME, AND MACHINE-READABLE MEDIUM
Disclosed are a method and a system for adding annotations into an input medium file. The method comprises a step of creating annotation detection models based on training samples formed by... |
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US20110274345 |
ACCURACY OF RECOGNITION BY MEANS OF A COMBINATION OF CLASSIFIERS
In one embodiment, there is provided a method for an Optical Character Recognition (OCR) system. The method comprises: recognizing an input character based on a plurality of classifiers, wherein... |
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US20130142423 |
IMAGE CLUSTERING USING A PERSONAL CLOTHING MODEL
The disclosure relates to a system and a method for generating clothing feature data representative of at least one clothing feature of a piece of clothing being worn by the person in a set of... |
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US20130070997 |
SYSTEMS, METHODS, AND MEDIA FOR ON-LINE BOOSTING OF A CLASSIFIER
Systems, methods, and media for on-line boosting of a classifier are provided, comprising: receiving a training sample; for each of a plurality of features, determining a feature value for the... |
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US20130170739 |
LEARNING APPARATUS, A LEARNING SYSTEM, LEARNING METHOD AND A LEARNING PROGRAM FOR OBJECT DISCRIMINATION
A learning apparatus in the present invention includes a weak discriminator generation unit that generates a weak discriminator which calculates a discrimination score of an instance of a target... |
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US20140050392 |
METHOD AND APPARATUS FOR DETECTING AND TRACKING LIPS
Provided is a method of detecting and tracking lips accurately despite a change in a head pose. A plurality of lips rough models and a plurality of lips precision models may be provided, among... |
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US20130077856 |
PROCESSES AND SYSTEMS FOR TRAINING MACHINE TYPESETS FOR CHARACTER RECOGNITION
Processes and systems for training machine vision systems for use with OCR algorithms to recognize characters. Such a process includes identifying characters to be recognized and individually... |
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US20110150324 |
METHOD AND APPARATUS FOR RECOGNIZING AND LOCALIZING LANDMARKS FROM AN IMAGE ONTO A MAP
Method and apparatus for recognizing landmark buildings in an image and then locating the recognized landmark buildings onto a map together with related information wherein a first database is... |
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US20130156304 |
METHOD FOR CLASSIFICATION OF VIDEOS
A method for classifying a video regarding a subjective characteristic, the method comprising: measuring a plurality of basic features (11) per frame thus obtaining a plurality of basic features... |
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US20120275693 |
METHOD FOR IDENTIFYING MARKED CONTENT
Briefly, in accordance with one embodiment, a method of identifying marked content is described. |
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US20120087575 |
RECOGNIZING HAND POSES AND/OR OBJECT CLASSES
There is a need to provide simple, accurate, fast and computationally inexpensive methods of object and hand pose recognition for many applications. For example, to enable a user to make use of... |
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US20140037197 |
METHOD FOR EDITING A MULTI-POINT FACIES SIMULATION
A computer system and a hybrid method for combining multipoint statistic and object-based methods include creating a multi-point statistics (MPS) model using a MPS method that satisfies... |
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US20060045356 |
Characterisation of paper
A method and system for characterising paper, where from images of numerous paper samples are extracted multi-dimensional features describing features of the paper; the said features are entered... |
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US20140247977 |
Method and Apparatus for Learning-Enhanced Atlas-Based Auto-Segmentation
Disclosed herein are techniques for enhancing the accuracy of atlas-based auto-segmentation (ABAS) using an automated structure classifier that was trained using a machine learning algorithm. Also... |
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US20120207384 |
Representing Object Shapes Using Radial Basis Function Support Vector Machine Classification
A shape of an object is represented by a set of points inside and outside the shape. A decision function is learned from the set of points an object. Feature points in the set of points are... |
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US20140219553 |
METHOD FOR IMPROVING CLASSIFICATION RESULTS OF A CLASSIFIER
A method for improving classification results of a classifier including receiving classification results for a plurality of elements that have been classified by a classifier as one of a plurality... |
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US20150078654 |
Visual Descriptors Based Video Quality Assessment Using Outlier Model
System and method for identifying erroneous videos and assessing video quality is provided. Feature vectors are generated corresponding to a plurality of frames associated with the one or more... |
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US20140355871 |
SYSTEM AND METHOD FOR STRUCTURING A LARGE SCALE OBJECT RECOGNITION ENGINE TO MAXIMIZE RECOGNITION ACCURACY AND EMULATE HUMAN VISUAL CORTEX
An object recognition system and method is provided which uses automated algorithmically determined negative training Negative training with respect to a particular object classifier allows for... |
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US20110307423 |
DISTRIBUTED DECISION TREE TRAINING
A computerized decision tree training system may include a distributed control processing unit configured to receive input of training data for training a decision tree. The system may further... |
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US20150110386 |
Tree-based Linear Regression for Denoising
Image denoising techniques are described. In one or more implementations, a denoising result is computed by a computing device for a patch of an image. One or more partitions are located by the... |
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US20140369597 |
SYSTEM AND METHOD OF CLASSIFIER RANKING FOR INCORPORATION INTO ENHANCED MACHINE LEARNING
Systems and methods are disclosed for machine classifiers that employ enhanced machine learning. The machine classification may be automated, based on the input of human classifiers, or a... |
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US20140079315 |
METHODS AND SYSTEMS FOR REDUCING MEMORY FOOTPRINTS ASSOCIATED WITH CLASSIFIERS
Methods and systems for reducing the required footprint of SNoW-based classifiers via optimization of classifier features. A compression technique involves two training cycles. The first cycle... |
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US20080101705 |
SYSTEM FOR PATTERN RECOGNITION WITH Q-METRICS
A pattern recognition system (100, 900, 1202, 1300) includes a configurable distance metric evaluator (112, 600, 1204). The configurable distance metric evaluator (112, 600, 1204) is adaptable,... |
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US20140270494 |
COMPUTER VISION AS A SERVICE
A computer vision service includes technologies to, among other things, analyze computer vision or learning tasks requested by computer applications, select computer vision or learning algorithms... |
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US20120301014 |
LEARNING TO RANK LOCAL INTEREST POINTS
Tools and techniques for learning to rank local interest points from images using a data-driven scale-invariant feature transform (SIFT) approach termed “Rank-SIFT” are described herein. Rank-SIFT... |
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US20150235109 |
LEARNING METHOD AND APPARATUS FOR PATTERN RECOGNITION
A method for information processing includes a learning process to generate a tree structured dictionary based on a plurality of patterns including a target object to be recognized. The method... |
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US20110229020 |
LEARNING METHOD AND APPARATUS FOR PATTERN RECOGNITION
A method for information processing includes a learning process to generate a tree structured dictionary based on a plurality of patterns including a target object to be recognized. The method... |
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US20070280530 |
Using Candidates Correlation Information During Computer Aided Diagnosis
A method and system correlate candidate information and provide batch classification of a number of related candidates. The batch of candidates may be identified from a single data set. There may... |
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US20140029840 |
HIGH ACCURACY LEARNING BY BOOSTING WEAK LEARNERS
A system, apparatus, method, and computer-readable medium for optimizing classifiers are disclosed. The optimization process can include receiving one or more training examples. The optimization... |
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US20140241622 |
Image Type Classifier For Improved Remote Presentation Session Compression
An invention is disclosed for classifying a graphic—e.g. as text or non-text. In embodiments, machine learning is used to generate a solution for classifying graphics of a graphic based on... |
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US20120314938 |
Image Type Classifier For Improved Remote Presentation Session Compression
An invention is disclosed for classifying a graphic—e.g. as text or non-text. In embodiments, machine learning is used to generate a solution for classifying graphics of a graphic based on... |