Jason J. Corso
| Snippets by Topic | |
| * | Active Clustering |
| * | Activity Recognition |
| * | Medical Imaging |
| * | Metric Learning |
| * | Semantic Segmentation |
| * | Video Segmentation |
| * | Video Understanding |
| Selected Project Pages | |
| * | Action Bank |
| * | LIBSVX: Supervoxel Library and Evaluation |
| * | Brain Tumor Segmentation |
| * | CAREER: Generalized Image Understanding |
| * | Summer of Code 2010: The Visual Noun |
| * | ACE: Active Clustering |
| * | ISTARE: Intelligent Spatiotemporal Activity Reasoning Engine |
| * | GBS: Guidance by Semantics |
| * | Semantic Video Summarization |
| Data Sets | |
| * | YouCook |
| * | Chen Xiph.org |
| * | UB/College Park Building Facades |
| Other Information | |
| * | Code/Data Downloads |
| * | List of Grants |
Code and Data Downloads
Links to code and data downloads are included with relevant project
pages and publication entries. I include them here as well for one
concise listing (but, some newer ones may yet be missing).
YouCook data set: 88 challenging
videos of various cooking (third-person viewpoint, different
backgrounds, dynamic camera and person movement) with natural
language annotations (about 8 per video) and object and action
annotations. Includes a benchmark ROUGE scoring evaluation. The
data set was published with our CVPR
2013 paper.
Random Forest Distance -- tree-structured metric learning that implicitly adapts the metric over the sample space based on our KDD 2012 paper.
Action Bank full code and processed data sets [direct link to code]
LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing. Implements a suite of supervoxel video segmentation methods as well as a quantitative set of 2D and 3D metrics for good supervoxels.
Graph-Shifts Code (Java)
and
example data.
Video label propagation code and benchmark data set.
UB/College Park stereo building facade dataset. [more information].