Bilinear Convolutional Neural Networks for Fine-grained Visual Recognition

We present a simple and effective architecture for fine-grained recognition called Bilinear Convolutional Neural Networks (B-CNNs). These networks represent an image as a pooled outer product of features derived from two CNNs and capture localized feature interactions in a translationally invariant...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 6 vom: 01. Juni, Seite 1309-1322
1. Verfasser: Lin, Tsung-Yu (VerfasserIn)
Weitere Verfasser: RoyChowdhury, Aruni, Maji, Subhransu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, U.S. Gov't, Non-P.H.S. Research Support, Non-U.S. Gov't