Rethinking Bilinear CNN

Looking Back to Look Forward

Fig 1: Architecture of Bilinear CNN

Fine Grained Image Analysis requires the modeling of interactions between various parts of the image

Bilinear CNN [1] can be seen as a special variation of the attention mechanism.

TBC

References

[1] Lin, Tsung-Yu, Aruni RoyChowdhury, and Subhransu Maji. “Bilinear CNN models for fine-grained visual recognition.” Proceedings of the IEEE international conference on computer vision. 2015.