36 citations · 68 across the 3 of their papers we have counts for
3 papers
cs.CV2014★ 2 cited
Regression-Based Image Alignment for General Object Categories
Hilton Bristow, Simon Lucey
Gradient-descent methods have exhibited fast and reliable performance for image alignment in the facial domain, but have largely been ignored by the broader vision community. They…
cs.CV2014★ 30 cited
Why do linear SVMs trained on HOG features perform so well?
Hilton Bristow, Simon Lucey
Linear Support Vector Machines trained on HOG features are now a de facto standard across many visual perception tasks. Their popularisation can largely be attributed to the step-c…
cs.CV2014★ 36 cited
Optimization Methods for Convolutional Sparse Coding
Hilton Bristow, Simon Lucey
Sparse and convolutional constraints form a natural prior for many optimization problems that arise from physical processes. Detecting motifs in speech and musical passages, super-…