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Visible to the public Embedded sparse coding for summarizing multi-view videos

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Visible to the public CNN based region proposals for efficient object detection

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Visible to the public Inter-dependent CNNs for joint scene and object recognition

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Visible to the public Generating Diverse Image Datasets with Limited Labeling

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Visible to the public Managing redundant content in bandwidth constrained wireless networks

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Visible to the public Adaptive algorithm selection, with applications in pedestrian detection

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Visible to the public CPS: Synergy: Collaborative Research: Extracting Time-Critical Situational Awareness from Resource Constrained Networks

Overall Objective. The goal of this project is to facilitate the timely retrieval of dynamic situational awareness information from field deployed nodes by an operational center in disaster recovery or search and rescue missions, which are typically characterized by resource-constrained uncertain environments. Efficient situational awareness information retrieval under severe resource limitations is critical in applications like disaster response.