Signal Innovations Group Logo

NEWS

SIG has a diverse portfolio of active research projects. Click below to read more about SIG's contract awards, partnerships and growth.


read more

RESEARCH SPOTLIGHT

Dr. Naresh Cuntoor


Dr. Naresh Cuntoor recently presented his paper on "Epitomic Representation of Human Activities" to the International Conference on Machine Learning (ICML).

read more

TECHNOLOGY

Analytic Intelligence

SIG’s Analytic Intelligence robustly handles dynamic environments and learns new objects and behaviors. When you can’t anticipate the future using rules from the past our Analytic Framework and companion tools can recognize unusual behavior or activities using dynamic video object tracking, feature analysis and statistical characterization.


Analyst-in-the-Loop

AIL is an advanced technique for machine learning and decision systems that combines a user trained classifier with information theoretic methods to establish the most informative un-labeled data to present to the analyst.  AIL is broadly applicable for cueing potential events of interest in a wide variety of data.  Preliminary results indicate 300-500% improvements in accuracy and throughput.

read more