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1. WO2020117693 - CONTINUOUS LEARNING IMAGE STREAM PROCESSING SYSTEM

Publication Number WO/2020/117693
Publication Date 11.06.2020
International Application No. PCT/US2019/064040
International Filing Date 02.12.2019
IPC
G06Q 10/00 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
CPC
G06K 9/00771
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
00771Recognising scenes under surveillance, e.g. with Markovian modelling of scene activity
G06K 9/00785
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
00785Recognising traffic patterns acquired by static cameras
G06K 9/6256
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
6256Obtaining sets of training patterns; Bootstrap methods, e.g. bagging, boosting
G06K 9/6262
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
6262Validation, performance evaluation or active pattern learning techniques
G06N 20/00
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
G06Q 10/00
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
Applicants
  • ATOLLOGY, INC. [US]/[US]
Inventors
  • JANNINK, Jan, Frederic
  • WELLMER, Zachary, William
Agents
  • FAHMI, Tarek, N.
Priority Data
62/776,63007.12.2018US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) CONTINUOUS LEARNING IMAGE STREAM PROCESSING SYSTEM
(FR) SYSTÈME DE TRAITEMENT DE FLUX D'IMAGES À APPRENTISSAGE CONTINU
Abstract
(EN)
Systems and methods for continuous adaptive development of a model of a real world environment through data acquired by sensors disposed to observe that environment. The sensors provide a sensor data stream, e.g., audio/video data, to compute resources that are configured to archive the data stream, select portions of the data stream for analysis, annotate items of interest in the portions of the data stream, and analyze the items of interest according to an iteratively refining model. The model constitutes a digital summarized representation of an environment and subjects represented in the data stream, and is amenable to quality control, and thus to incremental improvement. The ever-updating model enables annotation and analysis of the data stream by the compute resources.
(FR)
Des systèmes et des procédés de développement adaptatif continu d'un modèle d'un environnement du monde réel par l'intermédiaire de données acquises par des capteurs disposés pour observer ledit environnement. Les capteurs fournissent un flux de données de capteur, par exemple, des données audio/vidéo, pour calculer des ressources qui sont configurées afin d'archiver le flux de données, sélectionner des parties du flux de données pour une analyse, annoter des éléments d'intérêt dans les parties du flux de données, et analyser les éléments d'intérêt selon un modèle d'affinage itératif. Le modèle constitue une représentation résumée numérique d'un environnement et de sujets représentés dans le flux de données, et est apte à une commande de qualité, et ainsi à une amélioration incrémentielle. Le modèle étant sans cesse mis à jour permet l'annotation et l'analyse du flux de données par les ressources informatiques.
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