FIELD: physics.
SUBSTANCE: invention relates to face recognition on digital images. Technical result is improved efficiency of clustering individuals and recognition of attributes of individuals by training presentations of individuals with preliminary training of a convolution neural network (CNC) for the task of identifying individuals from a pre-assembled database. Disclosed is a method for simultaneous recognition of person attributes and identification of an individual for organizing photo and/or video albums, based on modification of an efficient convolutional neural network (CNC), which extracts representations of individuals, suitable for performing tasks of identifying persons and identifying attributes (age, gender, ethnicity, emotions, and so forth). Method enables to solve all tasks simultaneously without requiring additional CNC.
EFFECT: as a result, a very fast person analysis system is provided.
19 cl, 6 tbl, 6 dwg
| Title | Year | Author | Number |
|---|---|---|---|
| RECOGNITION OF EVENTS ON PHOTOGRAPHS WITH AUTOMATIC SELECTION OF ALBUMS | 2020 |
|
RU2742602C1 |
| METHOD FOR AUDIOVISUAL RECOGNITION OF PERSONAL PROTECTION EQUIPMENT ON HUMAN FACE | 2022 |
|
RU2791415C1 |
| RAPID TWO-LAYER NEURAL NETWORK SYNTHESIS OF REALISTIC IMAGES OF A NEURAL AVATAR BASED ON A SINGLE IMAGE | 2020 |
|
RU2764144C1 |
| METHOD FOR 3D RECONSTRUCTION OF A HUMAN HEAD TO OBTAIN A RENDER IMAGE OF A PERSON | 2022 |
|
RU2786362C1 |
| METHOD FOR OBTAINING LOW-DIMENSIONAL NUMERIC REPRESENTATIONS OF SEQUENCES OF EVENTS | 2020 |
|
RU2741742C1 |
| METHOD AND SYSTEM FOR DETERMINING THE LOCATION OF A HIGH-SPEED TRAIN IN A NAVIGATION BLIND SPOT BASED ON METEOROLOGICAL PARAMETERS | 2020 |
|
RU2771515C1 |
| METHOD FOR IDENTIFICATION OF A PERSON BY HIS FACE IMAGE | 2006 |
|
RU2304307C1 |
| METHOD TO DETECT FACES ON IMAGE USING CLASSIFIERS CASCADE | 2010 |
|
RU2427911C1 |
| METHOD FOR IDENTIFYING CHANGED HUMAN FACE | 2023 |
|
RU2804261C1 |
| METHOD FOR TRACKING, DETECTION AND IDENTIFICATION OF OBJECTS OF INTEREST AND AUTONOMOUS DEVICE WITH PROTECTION FROM COPYING AND HACKING FOR THEIR IMPLEMENTATION | 2021 |
|
RU2789609C1 |
