1k citations · 3.9k across the 28 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.CV2015★ 11 cited
Top-Down Learning for Structured Labeling with Convolutional Pseudoprior
Saining Xie, Xun Huang, Zhuowen Tu
Current practice in convolutional neural networks (CNN) remains largely bottom-up and the role of top-down process in CNN for pattern analysis and visual inference is not very clea…
cs.CV2015★ 310 cited
Holistically-Nested Edge Detection
Saining Xie, Zhuowen Tu
We develop a new edge detection algorithm that tackles two important issues in this long-standing vision problem: (1) holistic image training and prediction; and (2) multi-scale an…