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This paper revisits the classical Bayesian face recognition algorithm from Baback Moghaddam et al. and proposes enhancements tailored to face verification, the problem of predicting whether or not a pair of facial images share the same identity. Like a variety of face verification algorithms, the original Bayesian face model only considers the appearance difference between two faces rather than the...
It is critical to understand the workload characteristics and resource usage patterns of available applications to guide the design and development ofhardware and software stacks of the future machines. In this paper, we analyze the workload performance characteristics of three large-scale DARPA HPCS benchmarks: HYCOM, POP, and LBMHD while executing on IBM Power5+ processor machines. Our analysis...
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