Learning Discriminatively Reconstructed Source Data for Object Recognition With Few Examples

We aim at improving the object recognition with few training data in the target domain by leveraging abundant auxiliary data in the source domain. The major issue obstructing knowledge transfer from source to target is the limited correlation between the two domains. Transferring irrelevant informat...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 25(2016), 8 vom: 26. Aug., Seite 3518-32
1. Verfasser: Hsiao, Pai-Heng (VerfasserIn)
Weitere Verfasser: Chang, Feng-Ju, Lin, Yen-Yu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2016
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article