Analysis

Analysis focuses on maximizing insights from the massive, disparate, unreliable and dynamic data that areor could beavailable to analysts, in a timely manner. We are pursuing new sources of information from existing and novel data, and we are investigating innovative techniques that can be utilized in the processes of analysis. Our programs are in diverse technical disciplines but have common features:

  • Involve potential transition partners at all stages, beginning with the definition of success;
  • Create technologies that can earn the trust of the analyst
    user by providing the reasoning for results;
  • Address uncertainty and data provenance explicitly.

Current Research | View Past Research

ProgramResearch AreaProgram Manager
Aladdin Video Image, photograph, video, multimedia, computer vision, natural language processing, image processing, big data, video analytics, machine learning, speech processing Terry Adams
Babel Multilingual/multidialectal speech recognition, keyword search algorithms, speech recognition in noisy environments, low resource languages, rapid adaptation to new languages and environments, machine learning Carl Rubino
CORE3D Mulit-view satellite image processing, multi-modal information fusion, deep learning, remote sensing, photogrammetry, image segmentation and classification, multispectral imagery processing, and geospatial volumetric 3D data representation methods  Hakjae Kim
DIVA Machine learning, deep learning or hierarchical modeling, artificial intelligence, object detection, recognition, person detection and re-identification, person action recognition, video activity detection, tracking across multiple non-overlapping camera viewpoints, 3D reconstruction from video, super-resolution, stabilization, statistics, probability and mathematics  Terry Adams
Finder Geolocation, localization, geospatial fusion, data fusion, machine learning, big data, image processing, image, photograph, video, multimedia, computer vision, natural language processing Hakjae Kim
Janus Computer vision, image processing, pattern recognition, biometrics, facial recognition, identity intelligence, computer graphics Chris Boehnen
MATERIAL Natural language processing, machine translation, cross-lingual information retrieval, domain recognition and adaptation, multilingual ontologies, Multilingual speech recognition, cross-lingual summarization, keyword search algorithms, low resource languages, automatic language identification, machine learning, rapid adaptation to new languages, domains and genres Carl Rubino

Past Research

ProgramResearch Area
ICArUS Knowledge discovery, brain, neuroscience, artificial intelligence, cognitive bias, judgment, decision making, behavioral science, human factors, training, tradecraft, data sense-making
KDD Ontologies, alignment, information extraction, clustering, natural language processing, social network analysis, summarization, query expansion, document similarity, machine learning
KRNS Knowledge discovery, brain, neuroscience, artificial intelligence, cognitive bias, judgment, decision making, behavioral science, human factors, training, tradecraft, data sense-making, linguistics, language, semantics, culture
Metaphor Natural language processing, cognitive science, cognitive linguistics, conceptual metaphors, metaphors, culture, automatic cultural insights from metaphors
Reynard Social media, online games, virtual worlds, socio-cultural and linguistic factors
Sirius Analytic insight and productivity, serious games, judgment, decision making
SCIL Natural language processing, sociology of groups, sociolinguistics, group behavior, social groups, online interaction, social roles
SHO Usability of analytic products, visualization