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    Chapter and Conference Paper

    Coarse-to-Fine Minimization of Some Common Nonconvexities

    The continuation method is a popular heuristic in computer vision for nonconvex optimization. The idea is to start from a simplified problem and gradually deform it to the actual problem while tracking the sol...

    Hossein Mobahi, John W. Fisher III in Energy Minimization Methods in Computer Vi… (2015)

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    Chapter and Conference Paper

    On the Link between Gaussian Homotopy Continuation and Convex Envelopes

    The continuation method is a popular heuristic in computer vision for nonconvex optimization. The idea is to start from a simplified problem and gradually deform it to the actual task while tracking the soluti...

    Hossein Mobahi, John W. Fisher III in Energy Minimization Methods in Computer Vi… (2015)

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    Chapter and Conference Paper

    A Bayesian State-Space Approach for Damage Detection and Classification

    The problem of automatic damage detection in civil structures is complex and requires a system that can interpret sensor data into meaningful information. We apply our recently developed switching Bayesian mod...

    Zoran Dzunic, Justin G. Chen, Hossein Mobahi in Dynamics of Civil Structures, Volume 2 (2015)

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    Chapter and Conference Paper

    Natural Image Segmentation with Adaptive Texture and Boundary Encoding

    We present a novel algorithm for unsupervised segmentation of natural images that harnesses the principle of minimum description length (MDL). Our method is based on observations that a homogeneously textured ...

    Shankar R. Rao, Hossein Mobahi, Allen Y. Yang in Computer Vision – ACCV 2009 (2010)