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Critical Technology

Applied AI & Advanced Analytics

The capacity to apply AI and advanced analytics across the economy and the state, turning models and data into decisions, products and services at scale. One of the capabilities of Artificial Intelligence.

International families
207k2015 to 2024
Leading country
United States1.2× the next
All families
1.21Mhome filings included
Over five years
Rising2020 to 2024 against the five before

Year by year

Patent families by country of origin and the year of the earliest filing, 2000 to 2025; 2025 is a part year, still filling in. International families are those for which protection was sought beyond one country.

Volume

International patent families in the capability, by the year of the earliest filing.

Source: Global Institute for National Capability (GINC), 2026. Underlying patents from 107 patent offices, IFI CLAIMS and Google

Share by country

Each country's share of the year's international families, in per cent: the capability's five largest countries of origin, 2015 to 2024, and the rest of the world.

Source: Global Institute for National Capability (GINC), 2026. Underlying patents from 107 patent offices, IFI CLAIMS and Google

Country leaderboard

International patent families, 2015 to 2024, by country of origin. Growth compares the latest five full years with the five before.

Ten largest

United States

China

Japan

South Korea

Germany

Taiwan

France

United Kingdom

Canada

Netherlands

52,577

44,684

37,272

22,879

11,142

5,448

3,942

3,079

2,846

2,800

2000 to 2025
1United States52,57725.4%1.3×
117,558
2China44,68421.6%1.7×
891,044
3Japan37,27218.0%1.1×
55,846
4South Korea22,87911.1%1.7×
76,150
5Germany11,1425.4%1.7×
17,064
6Taiwan5,4482.6%1.2×
9,452
7France3,9421.9%1.4×
5,332
8United Kingdom3,0791.5%1.2×
4,085
9Canada2,8461.4%1.6×
4,273
10Netherlands2,8001.4%1.1×
3,372
11Israel2,1881.1%1.3×
3,393
12Sweden2,0581.0%1.4×
2,353
13Switzerland1,9620.9%2.0×
2,465
14India1,9400.9%1.7×
3,531
15Singapore1,6150.8%2.4×
2,158
16Australia1,2020.6%1.5×
1,621
17Ireland8980.4%0.8×
1,732
18Finland8900.4%1.2×
1,101
19Cayman Islands8750.4%0.5×
1,002
20Italy7420.4%1.6×
1,149
21Russia5370.3%0.7×
1,058
22Türkiye5010.2%2.8×
1,121
23Belgium4460.2%1.0×
514
24Spain4420.2%1.7×
566
25Austria4140.2%1.5×
461
26Denmark4100.2%1.8×
468
27Hong Kong4100.2%0.8×
612
28Saudi Arabia2410.1%2.2×
516
29Norway2230.1%0.9×
259
30New Zealand1760.1%3.0×
208
31Portugal1700.1%2.3×
203
32Brazil1580.1%1.2×
414
33Poland1420.1%1.6×
236
34Malaysia1230.1%1.0×
179
35Luxembourg1030.0%1.1×
144
36South Africa600.0%0.9×
70
37Hungary480.0%1.7×
68
38Mexico400.0%0.5×
113
39Czechia360.0%1.4×
88
40Liechtenstein260.0%5.5×
27

Applicants

The largest applicants by international patent families, 2015 to 2024: across the world, then within each of the five countries with the most families in Applied AI & Advanced Analytics. Names are as held in the source and are not consolidated across subsidiaries.

Global

206,866 international families

SAMSUNG ELECTRONICS CO LTD · South Korea

HUAWEI TECH CO LTD · China

NEC CORP · Japan

MICROSOFT TECHNOLOGY LICENSING LLC · United States

GOOGLE LLC · United States

TOYOTA MOTOR CORP · Japan

6,744

3,442

3,316

3,295

2,754

2,523

United States

52,577 international families

MICROSOFT TECHNOLOGY LICENSING LLC

GOOGLE LLC

GOOGLE INC

IBM

FORD GLOBAL TECH LLC

QUALCOMM INC

3,270

2,740

1,582

1,350

1,288

1,124

China

44,684 international families

HUAWEI TECH CO LTD

PING AN TECH SHENZHEN CO LTD

TENCENT TECH SHENZHEN CO LTD

BOE TECHNOLOGY GROUP CO LTD

BEIJING BAIDU NETCOM SCI & TECH CO LTD

BEIJING ZITIAO NETWORK TECHNOLOGY CO LTD

3,298

2,269

1,724

1,702

1,630

1,156

Japan

37,272 international families

NEC CORP

TOYOTA MOTOR CORP

CANON KK

TOYOTA MOTOR CO LTD

FUJITSU LTD

SONY CORP

3,115

2,485

2,477

2,462

2,028

1,612

South Korea

22,879 international families

SAMSUNG ELECTRONICS CO LTD

LG ELECTRONICS INC

HYUNDAI MOTOR CO LTD

KIA CORP

KIA MOTORS CORP

ELECTRONICS & TELECOMMUNICATIONS RES INST

6,724

1,494

1,391

1,050

830

639

Germany

11,142 international families

BOSCH GMBH ROBERT

SIEMENS AG

ROBERT BOSCH CO LTD

SIEMENS HEALTHCARE GMBH

Siemens Healthineers Ag

BAYERISCHE MOTOREN WERKE AG

2,439

1,051

819

786

549

452

Similar capabilities

The nine capabilities that share the most international patent families with Applied AI & Advanced Analytics, 2015 to 2024: the families counted in both as a share of those counted in either. Each card shows its five largest countries.

Strategic Infrastructure

AI Tools & Applications

71.3% shared · 180,879 families in both

United States

China

Japan

South Korea

Germany

59,104

48,655

39,220

27,537

12,086

Critical Technology

Machine Learning & Foundation Models

25.6% shared · 64,113 families in both

United States

China

South Korea

Japan

Germany

32,358

20,768

15,108

13,257

5,948

Governance & Integrity

Policing & Law Enforcement

15.6% shared · 35,513 families in both

Japan

China

United States

South Korea

Germany

13,305

11,355

11,063

6,119

3,107

Production & Innovation

Services Economy

12.8% shared · 32,899 families in both

United States

Japan

South Korea

China

Germany

24,048

16,321

11,491

8,566

3,398

Strategic Infrastructure

Data Resources

10.9% shared · 29,265 families in both

United States

China

Japan

South Korea

Germany

28,809

23,945

12,592

7,266

3,037

Strategic Infrastructure

Health Infrastructure

10.8% shared · 28,021 families in both

United States

Japan

China

South Korea

Germany

24,406

13,906

7,434

6,894

5,818

Critical Technology

Autonomous Systems & Trusted Autonomy

9.1% shared · 21,945 families in both

Japan

United States

China

Germany

South Korea

15,331

13,144

8,455

5,859

5,850

Human Capital

Service Delivery & Coverage

7.7% shared · 33,676 families in both

United States

Japan

China

South Korea

Germany

84,023

38,520

26,886

18,896

17,937

Production & Innovation

Digital Economy Adoption

7.7% shared · 19,991 families in both

United States

Japan

China

South Korea

Germany

21,362

15,584

10,966

7,828

2,749

Crosswalk

How Applied AI & Advanced Analytics is matched to the patent classifications. The entries below were chosen for it; each stands for itself and everything beneath it in the scheme, 690 Cooperative entries in all. A patent family counts when any of its codes, in either scheme and at any office, falls under one of them. Codes since retired are placed under the entries that replaced them.

EntryTitle in the schemeWhy it is chosenCPC codesIPC codesDocuments
G06VImage or video recognition or understandingImage and video recognition6911894,093,585
G06F18/00Pattern recognitionPattern recognition165471,480,572
G06F40/00Handling natural language dataNatural language processing6868835,945
G10L15/00Speech recognitionSpeech recognition6129593,880
G10L13/00Speech synthesis; Text to speech systemsSpeech synthesis1610104,383
G06N5/00Computing arrangements using knowledge-based modelsKnowledge-based systems and automated reasoning1711320,639
G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systemsComputer-aided medical diagnosis11175,225
G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"Forecasting and optimisation for management32210,388
G06F30/27Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a modelEngineering design using machine learning11107,710
G06T2207/20081Training; LearningImage analysis using trained models1none206,343
G06T2207/20084Artificial neural networks [ANN]Image analysis using neural networks1none194,351
G05B13/027Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using neural networks onlyAdaptive control using neural networks1none10,282
G06N5/045Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligenceLeft out

CPC and IPC codes are the codes in use on patent documents, at any office, that fall under the entry. Documents is the larger of the two schemes' counts of documents carrying one of them. An entry with no IPC codes can be told apart only in the Cooperative scheme.

The Cooperative codes in use that count towards Applied AI & Advanced Analytics: 1,026 codes on 8,278,338 documents. The 150 most used are listed; the full list is in the cpc-to-capability.csv download.

CodeTitleUnder entryHow placedDocuments
G06V10/82Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networksG06VIn the scheme281,049
G06T2207/20081Training; LearningG06T2207/20081In the scheme206,343
G06F18/214Generating training patterns; Bootstrap methods, e.g. bagging or boostingG06F18/00In the scheme196,561
G06T2207/20084Artificial neural networks [ANN]G06T2207/20084In the scheme194,351
G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systemsG16H50/20In the scheme175,225
G06V10/764Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objectsG06VIn the scheme168,002
G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"G06Q10/04In the scheme164,344
G06F18/22Matching criteria, e.g. proximity measuresG06F18/00In the scheme136,478
G06F40/30Semantic analysisG06F40/00In the scheme117,904
G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogueG10L15/00In the scheme102,828
G06V10/774Generating sets of training patterns; Bootstrap methods, e.g. bagging or boostingG06VIn the scheme98,708
G06F18/24Classification techniquesG06F18/00In the scheme96,186
G06V20/52Surveillance or monitoring of activities, e.g. for recognising suspicious objectsG06VIn the scheme91,298
G06F30/27Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a modelG06F30/27In the scheme89,038
G06V10/25Determination of region of interest [ROI] or a volume of interest [VOI]G06VIn the scheme88,478
G06F18/213Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methodsG06F18/00In the scheme88,288
G06V10/806Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of extracted featuresG06VIn the scheme74,574
G10L15/26Speech to text systemsG10L15/00In the scheme74,502
G06N5/04Inference or reasoning modelsG06N5/00In the scheme72,133
G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approachesG06F18/00In the scheme71,485
G06F18/253Fusion techniques of extracted featuresG06F18/00In the scheme70,888
G06V10/44Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected componentsG06VIn the scheme69,988
G06N5/01Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-boundG06N5/00In the scheme67,635
G06V20/58Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roadsG06VIn the scheme61,610
G06V20/56Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicleG06VIn the scheme60,909
G06V40/172Classification, e.g. identificationG06VIn the scheme60,422
G06N5/022Knowledge engineering; Knowledge acquisitionG06N5/00In the scheme59,627
G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. handsG06VIn the scheme55,886
G06V10/454Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]G06VIn the scheme54,390
G06V10/40Extraction of image or video featuresG06VIn the scheme54,094
G06V2201/07Target detectionG06VIn the scheme53,942
G10L2015/223Execution procedure of a spoken commandG10L15/00In the scheme53,661
G06V40/20Movements or behaviour, e.g. gesture recognitionG06VIn the scheme53,328
G06V10/26Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusionG06VIn the scheme51,444
G06F18/23Clustering techniquesG06F18/00In the scheme50,932
G06V10/761Proximity, similarity or dissimilarity measuresG06VIn the scheme48,018
G06F40/284Lexical analysis, e.g. tokenisation or collocatesG06F40/00In the scheme46,881
G06V20/46Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key framesG06VIn the scheme42,712
G06V20/20Scenes; Scene-specific elements in augmented reality scenesG06VIn the scheme42,246
G06F18/10Pre-processing; Data cleansingG06F18/00In the scheme41,589
G06V40/161Detection; Localisation; NormalisationG06VIn the scheme41,293
G06F18/2415Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rateG06F18/00In the scheme40,290
G06F18/23213Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clusteringG06F18/00In the scheme38,504
G06V20/41Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news itemsG06VIn the scheme38,467
G06Q10/047Optimisation of routes or paths, e.g. travelling salesman problemG06Q10/04In the scheme38,310
G06V40/168Feature extraction; Face representationG06VIn the scheme37,597
G06V20/64Three-dimensional [3D] objectsG06VIn the scheme37,361
G06V10/56Extraction of image or video features relating to colourG06VIn the scheme37,285
G06V30/10Character recognitionG06VIn the scheme37,186
G06F18/2433Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detectionG06F18/00In the scheme37,139
G06V20/588Recognition of the road, e.g. of lane markings; Recognition of the vehicle driving pattern in relation to the roadG06VIn the scheme37,051
G06F40/289Phrasal analysis, e.g. finite state techniques or chunkingG06F40/00In the scheme36,942
G06F40/166Editing, e.g. inserting or deletingG06F40/00In the scheme36,519
G06V20/10Terrestrial scenesG06VIn the scheme35,702
G06F18/2411Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machinesG06F18/00In the scheme34,503
G06F18/25Fusion techniquesG06F18/00In the scheme33,873
G06F18/217Validation; Performance evaluation; Active pattern learning techniquesG06F18/00In the scheme32,047
G06V40/16Human faces, e.g. facial parts, sketches or expressionsG06VIn the scheme31,528
G06F40/205ParsingG06F40/00In the scheme31,124
G06F40/279Recognition of textual entitiesG06F40/00In the scheme30,631
G06N5/02Knowledge representation; Symbolic representationG06N5/00In the scheme30,143
G06V20/40Scenes; Scene-specific elements in video contentG06VIn the scheme29,254
G06F18/24323Tree-organised classifiersG06F18/00In the scheme29,148
G06V20/70Labelling scene content, e.g. deriving syntactic or semantic representationsG06VIn the scheme28,649
G06F40/295Named entity recognitionG06F40/00In the scheme28,205
G06N5/041AbductionG06N5/00In the scheme27,869
G06V2201/03Recognition of patterns in medical or anatomical imagesG06VIn the scheme27,506
G10L15/063TrainingG10L15/00In the scheme27,152
G06F18/2431Multiple classesG06F18/00In the scheme26,922
G10L15/02Feature extraction for speech recognition; Selection of recognition unitG10L15/00In the scheme26,747
G06F40/186TemplatesG06F40/00In the scheme26,736
G06F18/15Statistical pre-processing, e.g. techniques for normalisation or restoring missing dataG06F18/00In the scheme26,656
G06F40/216Parsing using statistical methodsG06F40/00In the scheme26,216
G06V10/7715Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methodsG06VIn the scheme25,860
G06V40/103Static body considered as a whole, e.g. static pedestrian or occupant recognitionG06VIn the scheme25,762
G06V20/13Satellite imagesG06VIn the scheme25,697
G06V10/751Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matchingG06VIn the scheme25,265
G06F18/27Regression, e.g. linear or logistic regressionG06F18/00In the scheme25,261
G06V40/28Recognition of hand or arm movements, e.g. recognition of deaf sign languageG06VIn the scheme25,130
G06V40/171Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationshipsG06VIn the scheme25,068
G06F40/58Use of machine translation, e.g. for multi-lingual retrieval, for server-side translation for client devices or for real-time translationG06F40/00In the scheme24,693
G06N5/025Extracting rules from dataG06N5/00In the scheme24,062
G06V10/267Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watershedsG06VIn the scheme23,946
G10L15/30Distributed recognition, e.g. in client-server systems, for mobile phones or network applicationsG10L15/00In the scheme23,946
G06V10/462Salient features, e.g. scale invariant feature transforms [SIFT]G06VIn the scheme22,326
G10L15/16Speech classification or search using artificial neural networksG10L15/00In the scheme22,269
G06V20/17Terrestrial scenes taken from planes or by dronesG06VIn the scheme21,988
G06V10/30Noise filteringG06VIn the scheme21,681
G06V40/1318Sensors therefor using electro-optical elements or layers, e.g. electroluminescent sensingG06VIn the scheme21,581
G06F40/35Discourse or dialogue representationG06F40/00In the scheme21,443
G06V10/762Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networksG06VIn the scheme21,350
G06V40/174Facial expression recognitionG06VIn the scheme20,977
G06F40/40Processing or translation of natural languageG06F40/00In the scheme20,764
G06V10/22Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognitionG06VIn the scheme20,517
G06V40/1365Matching; ClassificationG06VIn the scheme20,273
G06F18/2135Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysisG06F18/00In the scheme19,972
G06V40/1306Sensors therefor non-optical, e.g. ultrasonic or capacitive sensingG06VIn the scheme19,717
G06V40/18Eye characteristics, e.g. of the irisG06VIn the scheme19,593
G06V10/776Validation; Performance evaluationG06VIn the scheme19,590
G06V40/19Sensors thereforG06VIn the scheme19,543
G06V20/597Recognising the driver's state or behaviour, e.g. attention or drowsinessG06VIn the scheme19,393
G10L15/08Speech classification or searchG10L15/00In the scheme19,332
G06F40/174Form filling; MergingG06F40/00In the scheme19,325
G06V10/75Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionariesG06VIn the scheme19,280
G06V40/166Detection; Localisation; Normalisation using acquisition arrangementsG06VIn the scheme19,260
G06F18/20AnalysingG06F18/00In the scheme19,174
G06F40/103Formatting, i.e. changing of presentation of documentsG06F40/00In the scheme19,092
G06V40/23Recognition of whole body movements, e.g. for sport trainingG06VIn the scheme18,430
G06F40/143Markup, e.g. Standard Generalized Markup Language [SGML] or Document Type Definition [DTD]G06F40/00In the scheme18,406
G06F40/211Syntactic parsing, e.g. based on context-free grammar [CFG] or unification grammarsG06F40/00In the scheme18,362
G06V20/188VegetationG06VIn the scheme18,220
G06F40/169Annotation, e.g. comment data or footnotesG06F40/00In the scheme18,143
G10L2015/088Word spottingG10L15/00In the scheme17,766
G06F18/251Fusion techniques of input or preprocessed dataG06F18/00In the scheme17,661
G06F40/106Display of layout of documents; PreviewingG06F40/00In the scheme17,353
G06V10/62Extraction of image or video features relating to a temporal dimension, e.g. time-based feature extraction; Pattern trackingG06VIn the scheme17,237
G10L15/1822Parsing for meaning understandingG10L15/00In the scheme16,636
G06V20/54Surveillance or monitoring of activities, e.g. for recognising suspicious objects of traffic, e.g. cars on the road, trains or boatsG06VIn the scheme16,519
G06V40/193Preprocessing; Feature extractionG06VIn the scheme16,477
G06V2201/08Detecting or categorising vehiclesG06VIn the scheme16,321
G06V10/20Image preprocessingG06VIn the scheme16,112
G06V10/143Sensing or illuminating at different wavelengthsG06VIn the scheme16,100
G06F40/242DictionariesG06F40/00In the scheme15,986
G06F40/18Editing, e.g. inserting or deleting of tables; using ruled lines of spreadsheetsG06F40/00In the scheme15,937
G06F18/2413Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patternsG06F18/00In the scheme15,860
G06V10/80Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification levelG06VIn the scheme15,828
G06V10/10Image acquisitionG06VIn the scheme15,655
G10L13/08Text analysis or generation of parameters for speech synthesis out of text, e.g. grapheme to phoneme translation, prosody generation or stress or intonation determinationG10L13/00In the scheme15,608
G06F40/20Natural language analysisG06F40/00In the scheme15,603
G10L13/00Speech synthesis; Text to speech systemsG10L13/00In the scheme15,594
G06V10/255Detecting or recognising potential candidate objects based on visual cues, e.g. shapesG06VIn the scheme15,579
G06V2201/06Recognition of objects for industrial automationG06VIn the scheme15,314
G06V20/584Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads of vehicle lights or traffic lightsG06VIn the scheme14,969
G06V10/50Extraction of image or video features by performing operations within image blocks; by using histograms, e.g. histogram of oriented gradients [HoG]; by summing image-intensity values; Projection analysisG06VIn the scheme14,836
G10L15/1815Semantic context, e.g. disambiguation of the recognition hypotheses based on word meaningG10L15/00In the scheme14,645
G06V20/698Matching; ClassificationG06VIn the scheme14,606
G06V10/147Details of sensors, e.g. sensor lensesG06VIn the scheme14,479
G06V10/28Quantising the image, e.g. histogram thresholding for discrimination between background and foreground patternsG06VIn the scheme14,413
G06V10/765Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects using rules for classification or partitioning the feature spaceG06VIn the scheme14,374
G06V20/00Scenes; Scene-specific elementsG06VIn the scheme14,046
G06V10/141Control of illuminationG06VIn the scheme13,846
G06V10/42Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelationG06VIn the scheme13,710
G06V40/13Sensors thereforG06VIn the scheme13,601
G06V10/52Scale-space analysis, e.g. wavelet analysisG06VIn the scheme13,350
G06V20/625License platesG06VIn the scheme13,282
G06F40/253Grammatical analysis; Style critiqueG06F40/00In the scheme13,204
G06V10/60Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting modelG06VIn the scheme12,998
G06V40/12Fingerprints or palmprintsG06VIn the scheme12,871
G06F18/2321Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functionsG06F18/00In the scheme12,860
G06V20/44Event detectionG06VIn the scheme12,793
Match: Direct
The capability is itself a technology or a kind of physical system, and the classification names it. The older image-recognition entry G06K9 is absent from the scheme; the image-analysis and control entries are CPC only. The crosswalk is a first pass that nobody has reviewed.

Other capabilities in Artificial Intelligence