15 citations · 44 across the 6 of their papers we have counts for
4 papers · 1 filter
Material Segmentation of Multi-View Satellite Imagery
Matthew Purri, Jia Xue, Kristin Dana +5
Material recognition methods use image context and local cues for pixel-wise classification. In many cases only a single image is available to make a material prediction. Image seq…
Gated Transfer Network for Transfer Learning
Yi Zhu, Jia Xue, Shawn Newsam
Deep neural networks have led to a series of breakthroughs in computer vision given sufficient annotated training datasets. For novel tasks with limited labeled data, the prevalent…
Deep Texture Manifold for Ground Terrain Recognition
Jia Xue, Hang Zhang, Kristin Dana
We present a texture network called Deep Encoding Pooling Network (DEP) for the task of ground terrain recognition. Recognition of ground terrain is an important task in establishi…
Differential Angular Imaging for Material Recognition
Jia Xue, Hang Zhang, Kristin Dana +1
Material recognition for real-world outdoor surfaces has become increasingly important for computer vision to support its operation "in the wild." Computational surface modeling th…