Feature extraction by using dual-generalized discriminative common vectors

DOI10.1007/S10851-018-0837-6zbMath1430.94014OpenAlexW2886357989MaRDI QIDQ1735945

Aura Hernández-Sabaté, Katerine Diaz-Chito, Marçal Rusiñol, Jesús Martínez-del-Rincón

Publication date: 29 March 2019

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://pureadmin.qub.ac.uk/ws/files/158730535/DualGDCV_main.pdf

zbMATH Keywords

incremental learningdecremental learningdual learninggeneralized discriminative common vectorsonline feature extraction

Mathematics Subject Classification ID

Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• FERET
• CMU PIE
• AR face
• CAS-PEAL
• ImageNet
• COIL-20
• AlexNet

Cites Work

• Incremental learning of discriminant common vectors for feature extraction
• Incremental linear discriminant analysis using sufficient spanning sets and its applications
• Incremental complete LDA for face recognition
• Incremental learning of bidirectional principal components for face recognition
• EVD dualdating based online subspace learning
• On incremental and robust subspace learning

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