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Jason J. Corso
Research Pages
Snippets by Topic
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Active Clustering
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Activity Recognition
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Medical Imaging
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Metric Learning
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Semantic Segmentation
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Video Segmentation
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Video Understanding
Selected Project Pages
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Action Bank
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LIBSVX: Supervoxel Library and Evaluation
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Brain Tumor Segmentation
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CAREER: Generalized Image Understanding
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Summer of Code 2010: The Visual Noun
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ACE: Active Clustering
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ISTARE: Intelligent Spatiotemporal Activity Reasoning Engine
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GBS: Guidance by Semantics
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Semantic Video Summarization
Other Information
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Code/Data Downloads
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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).
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
].