EP 3500978 A1 20190626 - METHOD AND APPARATUS FOR ZERO-SHOT LEARNING
Title (en)
METHOD AND APPARATUS FOR ZERO-SHOT LEARNING
Title (de)
VERFAHREN UND VORRICHTUNG FÜR ZERO-SHOT-LERNEN
Title (fr)
PROCÉDÉ ET APPAREIL D'APPRENTISSAGE SANS EXEMPLE
Publication
Application
Priority
CN 2016095512 W 20160816
Abstract (en)
[origin: WO2018032354A1] Embodiments of the present disclosure provide a method, apparatus and computer program product for ZSL. The method comprises: constructing a dictionary model based on visual features and semantic features of multimedia content of seen classes, the semantic features corresponding to the visual features; reconstructing visual features of multimedia content of unseen classes using the dictionary model and semantic features of multimedia content of unseen classes; and determining a class of a testing sample based on comparison of a visual feature of the testing sample and reconstructed visual features.
IPC 8 full level
G06K 9/66 (2006.01); G06K 9/46 (2006.01); G06K 9/62 (2006.01)
CPC (source: EP US)
G06F 18/2135 (2023.01 - EP US); G06F 18/2413 (2023.01 - EP); G06F 18/24147 (2023.01 - EP); G06F 18/28 (2023.01 - EP); G06V 20/20 (2022.01 - EP US); G06V 20/56 (2022.01 - EP US)
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
WO 2018032354 A1 20180222; CN 109643384 A 20190416; EP 3500978 A1 20190626; EP 3500978 A4 20200122
DOCDB simple family (application)
CN 2016095512 W 20160816; CN 201680088517 A 20160816; EP 16913114 A 20160816