METHOD FOR BOOSTING THE PERFORMANCE OF MACHINE-LEARNING CLASSIFIERS

Patent №

US 7,016,881

Granted

2006-03-21

Filed 2005

Owner

—

Lab

—

AI components

ml · nlp · vision · speech · kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

11067284

A novel statistical learning procedure that can be applied to many machine-learning applications is presented. Although this boosting learning procedure is described with respect to its applicability to face detection, it can be applied to speech recognition, text classification, image retrieval, document routing, online learning and medical diagnosis classification problems.

Machine learning Natural language Vision Speech Knowledge representation Planning AI hardwareG06N 20/20G06F 18/2115G06F 18/214G06F 18/24765G06V 40/161G06N 3/045G06N 20/10

Google Patents

AI classification

Vision1.00

Machine learning1.00

Natural language1.00

Knowledge representation1.00

Planning0.95

AI hardware0.94

Speech0.92

Evolutionary computation0.05

Cited by (22)

VISUAL AIDS FOR DEBUGGINGUS 11,841,789 · 2023 GRAPHICAL USER INTERFACE TO AN ARTIFICIAL INTELLIGENCE ENGINE UTILIZED TO GENERATE ONE OR MORE TRAINED ARTIFICIAL INTELLIGENCE MODELSUS 11,842,172 · 2023 ARTIFICIAL INTELLIGENCE ENGINE FOR MIXING AND ENHANCING FEATURES FROM ONE OR MORE TRAINED PRE-EXISTING MACHINE-LEARNING MODELSUS 11,836,650 · 2023 Artificial Intelligence Engine Having Various Algorithms to Build Different Concepts Contained Within a Same AI ModelUS 11,775,850 · 2023 ARTIFICIAL INTELLIGENCE ENGINE WITH ENHANCED COMPUTING HARDWARE THROUGHPUTUS 11,762,635 · 2023 ELECTRONIC SYSTEM FOR MANAGEMENT OF IMAGE PROCESSING MODELSUS 11,481,633 · 2022 ELECTRONIC QUERY ENGINE FOR AN IMAGE PROCESSING MODEL DATABASEUS 11,429,866 · 2022 PARAMETER ARCHIVAL ELECTRONIC STORAGE SYSTEM FOR IMAGE PROCESSING MODELSUS 11,151,415 · 2021 Real-Time Video Frame Pre-Processing HardwareUS 9,607,585 · 2017 REAL-TIME VIDEO FRAME PRE-PROCESSING HARDWAREUS 9,053,681 · 2015 Face or Other Object Detection Including Template MatchingUS 8,995,715 · 2015 SYSTEMS, METHODS, AND MEDIA FOR PERFORMING CLASSIFICATION USING A BOOSTED CLASSIFIERUS 8,909,572 · 2014 Object image detection method and object image detection device for detecting an object image from an input imageUS 8,660,317 · 2014 APPLICATION OF CLASSIFIERS TO SUB-SAMPLED INTEGRAL IMAGES FOR DETECTING FACES IN IMAGESUS 8,442,327 · 2013 IMAGE PROCESSING METHOD AND DEVICE FOR OBJECT RECOGNITIONUS 8,254,643 · 2012 BOOSTING ALGORITHM FOR RANKING MODEL ADAPTATIONUS 8,255,412 · 2012 METHOD AND SYSTEM FOR REGRESSION-BASED OBJECT DETECTION IN MEDICAL IMAGESUS 7,949,173 · 2011 INFORMATION PROCESSING APPARATUS AND METHOD, RECORDING MEDIUM AND PROGRAMUS 7,844,108 · 2010 REAL-TIME METHOD OF DETERMINING EYE CLOSURE STATE USING OFF-LINE ADABOOST-OVER-GENETIC PROGRAMMINGUS 7,610,250 · 2009 OBJECT-DETECTION METHOD MULTI-CLASS BHATTACHARYYA BOOST ALGORITHM USED THEREINUS 7,286,707 · 2007 METHOD, AND CORRESPONDING APPARATUS, FOR AUTOMATIC DETECTION OF REGIONS OF INTEREST IN DIGITAL IMAGES OF BIOLOGICAL TISSUEUS 7,181,056 · 2007 Patent US 9,639,775US 9,639,775

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