213 citations · 963 across the 50 of their papers we have counts for
8 papers · 1 filter
Automatic Estimation of Ice Bottom Surfaces from Radar Imagery
Mingze Xu, David J Crandall, Geoffrey C Fox +1
Ground-penetrating radar on planes and satellites now makes it practical to collect 3D observations of the subsurface structure of the polar ice sheets, providing crucial data for…
Minimizing Supervision for Free-space Segmentation
Satoshi Tsutsui, Tommi Kerola, Shunta Saito +1
Identifying "free-space," or safely driveable regions in the scene ahead, is a fundamental task for autonomous navigation. While this task can be addressed using semantic segmentat…
A Study of Cross-domain Generative Models applied to Cartoon Series
Eman T. Hassan, David J. Crandall
We investigate Generative Adversarial Networks (GANs) to model one particular kind of image: frames from TV cartoons. Cartoons are particularly interesting because their visual app…
A Unified Model for Near and Remote Sensing
Scott Workman, Menghua Zhai, David J. Crandall +1
We propose a novel convolutional neural network architecture for estimating geospatial functions such as population density, land cover, or land use. In our approach, we combine ov…
Using Artificial Tokens to Control Languages for Multilingual Image Caption Generation
Satoshi Tsutsui, David Crandall
Recent work in computer vision has yielded impressive results in automatically describing images with natural language. Most of these systems generate captions in a sin- gle langua…
Identifying First-person Camera Wearers in Third-person Videos
Chenyou Fan, Jangwon Lee, Mingze Xu +4
We consider scenarios in which we wish to perform joint scene understanding, object tracking, activity recognition, and other tasks in environments in which multiple people are wea…