1.5k citations · 1.7k across the 59 of their papers we have counts for
3 papers · 2 filters
Exploiting Egocentric Object Prior for 3D Saliency Detection
Gedas Bertasius, Hyun Soo Park, Jianbo Shi
On a minute-to-minute basis people undergo numerous fluid interactions with objects that barely register on a conscious level. Recent neuroscientific research demonstrates that hum…
Semantic Segmentation with Boundary Neural Fields
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
The state-of-the-art in semantic segmentation is currently represented by fully convolutional networks (FCNs). However, FCNs use large receptive fields and many pooling layers, bot…
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
Most of the current boundary detection systems rely exclusively on low-level features, such as color and texture. However, perception studies suggest that humans employ object-leve…