Processing

Please wait...

Settings

Settings

Goto Application

1. WO2020048814 - METHOD FOR IDENTIFYING A HAND POSE IN A VEHICLE

Publication Number WO/2020/048814
Publication Date 12.03.2020
International Application No. PCT/EP2019/072747
International Filing Date 27.08.2019
IPC
G06K 9/00 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR 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
CPC
G06K 9/627
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
6267Classification techniques
6268relating to the classification paradigm, e.g. parametric or non-parametric approaches
627based on distances between the pattern to be recognised and training or reference patterns
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06T 2207/20084
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
20Special algorithmic details
20084Artificial neural networks [ANN]
G06T 2207/20132
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
20Special algorithmic details
20112Image segmentation details
20132Image cropping
G06T 2207/30268
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
30Subject of image; Context of image processing
30248Vehicle exterior or interior
30268Vehicle interior
G06T 3/40
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
3Geometric image transformation in the plane of the image
40Scaling the whole image or part thereof
Applicants
  • DAIMLER AG [DE]/[DE]
Inventors
  • CHOLAKKAL, Hisham
  • NARAYAN, Sanath
  • ARJUN, Jain
  • AHMED, Shuaib
  • BHATKAL, Amit
  • B R, Mallikarjun
  • MALLIK, Apurbaa
Agents
  • MEIDERT, Jörg-Michael
Priority Data
20184103328205.09.2018IN
Publication Language English (en)
Filing Language English (EN)
Designated States
Title
(EN) METHOD FOR IDENTIFYING A HAND POSE IN A VEHICLE
(FR) PROCÉDÉ D'IDENTIFICATION DE LA POSE D'UNE MAIN DANS UN VÉHICULE
Abstract
(EN) Embodiments of present disclosure relates to method for identifying a hand pose in a vehicle, and a system for performing an event in a vehicle. Initially, for the identification, a hand image for a hand in the vehicle, is extracted from a vehicle image of the vehicle. Plurality of contextual images of the hand image is obtained based on the single point. Further, each of the plurality of contextual images are processed using one or more layers of a neural network to obtain a plurality of contextual features associated with the hand image. A hand pose associated with the hand is identified based on the plurality of contextual features using a classifier model.
(FR) Des modes de réalisation de la présente invention concernent un procédé pour identifier la pose d'une main dans un véhicule, et un système pour réaliser un événement dans un véhicule. Initialement, pour l'identification, une image de main pour une main dans le véhicule est extraite d'une image du véhicule. Une pluralité d'images contextuelles de l'image de la main sont obtenues sur la base du point unique. En outre, chaque image de la pluralité d'images contextuelles est traitée à l'aide d'une ou de plusieurs couches d'un réseau neuronal pour obtenir une pluralité de caractéristiques contextuelles associées à l'image de la main. Une pose de la main associée à la main est identifiée sur la base de la pluralité de caractéristiques contextuelles à l'aide d'un modèle de classificateur.
Related patent documents
Latest bibliographic data on file with the International Bureau