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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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
US20120275693 METHOD FOR IDENTIFYING MARKED CONTENT  
Briefly, in accordance with one embodiment, a method of identifying marked content is described.
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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,...
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...
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...
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...
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...
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...
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...
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...
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...