RECOGNITION OF EVENTS ON PHOTOGRAPHS WITH AUTOMATIC SELECTION OF ALBUMS Russian patent published in 2021 - IPC G06K9/66 G06N3/02 

Abstract RU 2742602 C1

FIELD: physics.

SUBSTANCE: invention relates to image processing and analysis methods and can be used for organizing photo galleries in mobile systems. Disclosed is a method of recognizing events on photographs with automatic selection of albums. According to method automatically assign album boundaries, estimating similarity between degrees of confidence for each pair of consecutive photos in gallery, wherein similarities between photographs are calculated as distance between degrees of confidence for each type of event, estimated by classification of each photograph, or similarity between photographs is calculated as sum of similarities between degrees of confidence for each type of event, estimated on the basis of classification of each photo, and similarities between their locations, if the EXIF (Exchangeable Photo File Format) data of said photos contain location information.

EFFECT: technical result is to improve the accuracy of identifying events by combining successively taken photographs into albums with similar content with subsequent classification of each album based on the neuronal attention mechanism.

11 cl, 5 dwg, 7 tbl

Similar patents RU2742602C1

Title Year Author Number
SIMULTANEOUS RECOGNITION OF PERSON ATTRIBUTES AND IDENTIFICATION OF PERSON IN ORGANIZING PHOTO ALBUMS 2018
  • Savchenko Andrey Vladimirovich
RU2710942C1
METHOD FOR OBTAINING LOW-DIMENSIONAL NUMERIC REPRESENTATIONS OF SEQUENCES OF EVENTS 2020
  • Babaev Dmitrij Leonidovich
  • Ovsov Nikita Pavlovich
  • Kireev Ivan Aleksandrovich
RU2741742C1
COMPUTATIONALLY EFFICIENT MULTI-CLASS IMAGE RECOGNITION USING SUCCESSIVE ANALYSIS OF NEURAL NETWORK FEATURES 2019
  • Savchenko Andrej Vladimirovich
RU2706960C1
METHOD AND SYSTEM FOR RETRIEVING NAMED ENTITIES 2020
  • Emelyanov Anton Aleksandrovich
RU2760637C1
METHOD FOR OBTAINING A SET OF OBJECTS OF A THREE-DIMENSIONAL SCENE 2019
  • Novikov Andrej Vladimirovich
  • Gerasimov Vladimir Nikolaevich
  • Gorbachev Roman Aleksandrovich
  • Shvindt Nikita Evgenevich
  • Novikov Vladimir Ivanovich
  • Efremenko Andrej Evgenevich
  • Shishkov Dmitrij Leonidovich
  • Zaripov Mikhail Nilovich
  • Kozin Filipp Aleksandrovich
  • Starostenko Aleksej Mikhajlovich
RU2803287C1
METHOD AND SYSTEM FOR DETERMINING SYNTHETICALLY MODIFIED FACE IMAGES ON VIDEO 2021
  • Vyshegorodtsev Kirill Evgenevich
  • Balashov Aleksandr Viktorovich
  • Velmozhin Grigorij Alekseevich
  • Sysoev Valentin Valerevich
RU2768797C1
METHOD FOR CREATING COMBINED NEURAL NETWORK CASCADES WITH COMMON FEATURE EXTRACTION LAYERS AND WITH MULTIPLE OUTPUTS, TRAINED ON DIFFERENT DATASETS SIMULTANEOUSLY 2021
  • Levashov Aleksej Evgenevich
  • Dolgov Vasilij Sergeevich
  • Erpylov Aleksej Anatolevich
RU2779408C1
METHOD FOR IMAGE PROCESSING USING ADAPTIVE TECHNOLOGIES BASED ON NEURAL NETWORKS AND COMPUTER VISION 2020
  • Dadayan Artashes Levonovich
  • Kayumov Shamil Anasovich
  • Mayorov Konstantin Yurievich
  • Yurasov Pavel Vladimirovich
RU2744769C1
SEGMENTATION OF HUMAN TISSUES IN COMPUTER IMAGE 2017
  • Migukin Artem Sergeevich
  • Danilevich Alexey Bronislavovich
  • Varfolomeeva Anna Andreevna
RU2654199C1
METHOD OF FORMATION OF NEURAL NETWORK ARCHITECTURE FOR CLASSIFICATION OF OBJECT TAKEN IN CLOUD OF POINTS, METHOD OF ITS APPLICATION FOR TEACHING NEURAL NETWORK AND SEARCHING SEMANTICALLY ALIKE CLOUDS OF POINTS 2017
  • Lempitskij Viktor Sergeevich
  • Klokov Roman Vladimirovich
RU2674326C2

RU 2 742 602 C1

Authors

Savchenko Andrey Vladimirovich

Dates

2021-02-09Published

2020-04-06Filed