1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.CV2020★ 1 cited
Why Convolutional Networks Learn Oriented Bandpass Filters: Theory and Empirical Support
Isma Hadji, Richard P. Wildes
It has been repeatedly observed that convolutional architectures when applied to image understanding tasks learn oriented bandpass filters. A standard explanation of this result is…
cs.CV2018
What Do We Understand About Convolutional Networks?
Isma Hadji, Richard P. Wildes
This document will review the most prominent proposals using multilayer convolutional architectures. Importantly, the various components of a typical convolutional network will be…
cs.CV2017
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition
Isma Hadji, Richard P. Wildes
This paper presents a novel hierarchical spatiotemporal orientation representation for spacetime image analysis. It is designed to combine the benefits of the multilayer architectu…