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...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE transactions on pattern analysis and machine intelligence Ročník 40; číslo 6; s. 1309 - 1322
Hlavní autoři:	Tsung-Yu Lin, RoyChowdhury, Aruni, Maji, Subhransu
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States IEEE 01.06.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Artificial neural networks bilinear models Birds Computer architecture Convolutional codes convolutional networks Feature extraction Fine-grained recognition Image classification Image recognition Neural networks Object recognition second order pooling Source code Texture recognition texture representations Visualization
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!