132 citations · 301 across the 18 of their papers we have counts for
4 papers · 1 filter
Deep TEN: Texture Encoding Network
Hang Zhang, Jia Xue, Kristin Dana
We propose a Deep Texture Encoding Network (Deep-TEN) with a novel Encoding Layer integrated on top of convolutional layers, which ports the entire dictionary learning and encoding…
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…
Reading Between the Pixels: Photographic Steganography for Camera Display Messaging
Eric Wengrowski, Kristin Dana, Marco Gruteser +1
We exploit human color metamers to send light-modulated messages less visible to the human eye, but recoverable by cameras. These messages are a key component to camera-display mes…
Friction from Reflectance: Deep Reflectance Codes for Predicting Physical Surface Properties from One-Shot In-Field Reflectance
Hang Zhang, Kristin Dana, Ko Nishino
Images are the standard input for vision algorithms, but one-shot infield reflectance measurements are creating new opportunities for recognition and scene understanding. In this w…