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1
IMMERSE: Interactive Mentoring for Multimodal Experiences in Realistic Social Encounters
In: DTIC (2015)
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2
Auditory Perception in an Open Space: Detection and Recognition
In: DTIC (2015)
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3
Document Image Parsing and Understanding using Neuromorphic Architecture
In: DTIC (2015)
Abstract: In this project, we investigate brain inspired information processing for text image recognition and its performance/accuracy optimization. The intelligent text recognition system (ITRS) works robustly on images with low quality by using a combination of input image data preparation, pattern matching and statistical inference. Our experimental results show that, compared to Tesseract, the ITRS achieves comparable accuracy for clean input images and higher accuracy for camera images with occlusions. Performance enhancement techniques are developed to reduce the processing speed at different layers. In the pattern matching layer, the computing power of multicore processors is explored to reduce the processing time. In the word confabulation layer, new data structures are adopted for the storage of a dictionary, which increases memory locality and reduces search complexity. In the sentence confabulation layer, different sentence models are compared and the best model with the highest accuracy is identified. Finally, the overall ITRS is implemented on a heterogeneous high performance computing cluster. It provides users with the flexibility of computing resource management through a configuration file.
Keyword: *COMPUTATIONAL LINGUISTICS; *HIGH PERFORMANCE COMPUTING; *KNOWLEDGE BASED SYSTEMS; *PATTERN RECOGNITION; BRAIN INSPIRED; Computer Programming and Software; Cybernetics; ENHANCEMENT TECHNIQUES; Human Factors Engineering & Man Machine System; IMAGE PROCESSING; INFORMATION PROCESSING; ITRS(INTELLIGENT TEXT RECOGNITION SYSTEMS); Linguistics; MEMORY DEVICES; NATURAL LANGUAGE; NETWORK ARCHITECTURE; NETWORK FLOWS; NEURAL NETS; NEUROMORPHIC COMPUTING; OPTIMIZATION; PARSERS; PE62788F; PERFORMANCE(ENGINEERING); SEMANTICS; SOFTWARE ENGINEERING; STATISTICAL INFERENCE; TEXT PROCESSING; WORKLOAD; WUAFRLT2MT0SYR
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA620044
http://www.dtic.mil/docs/citations/ADA620044
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4
Decision Allocation of C2 System Based on ULMADM
In: DTIC (2014)
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5
Uncertainty Can Increase Explanatory Credibility
In: DTIC (2013)
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6
Measuring Collective Intelligence in Human-Machine Systems
In: DTIC (2013)
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7
Performance Evaluation of a Semantic Perception Classifier
In: DTIC (2013)
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8
Military Operating Room of the Future
In: DTIC (2012)
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9
Representing and Reasoning with Functional Knowledge for Spatial Language Understanding
In: DTIC (2011)
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10
The SRI NIST 2010 Speaker Recognition Evaluation System (PREPRINT)
In: DTIC (2011)
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11
Trends in Human-Computer Interaction to Support Future Intelligence Analysis Capabilities
In: DTIC (2011)
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12
A Concept Map Knowledge Model of Intelligence Analysis
In: DTIC (2011)
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13
Transfer Learning in Integrated Cognitive Systems
In: DTIC (2010)
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14
Analysis of Discourse Accent and Discursive Practices I&W
In: DTIC (2010)
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15
Transformational Impact of "Digital Natives" on Cultures, Commerce and Societies
In: DTIC (2010)
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16
Rapidly Customizable Spoken Dialogue Systems
In: DTIC (2009)
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17
Detecting Age in Online Chat
In: DTIC (2009)
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18
Effective Presentation Media for Passenger Safety I: Comprehension of Briefing Card Pictorials and Pictograms
In: DTIC (2008)
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19
A Sensemaking Visualization Tool with Military Doctrinal Elements
In: DTIC (2008)
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20
Automation Reliability in Unmanned Aerial Vehicle Control: A Reliance-Compliance Model of Automation Dependence in High Workload
In: DTIC (2006)
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