ICIP 2009 – Early Termination Algorithms for Adaboost Based Detectors
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ICIP 2009 – Early Termination Algorithms for Adaboost Based Detectors

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Arif Mahmood, Sohaib Khan 16th International Conference on Image Processing, Cairo, Egypt, Nov 7-10, 2009 Abstract In this paper we propose an early termination algorithm for speeding up the detection phase of the Adaboost based de- tectors. In the basic algorithm, at a specific search location, the AdaBoost ensemble response is computed as monotonic decreasing…

ICIP 2007 – Early Termination Algorithms for Correlation Coefficient Based Block Matching
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ICIP 2007 – Early Termination Algorithms for Correlation Coefficient Based Block Matching

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Arif Mahmood, Sohaib Khan 14th IEEE International Conference on Image Processing, ICIP 2007 Abstract Block based motion compensation techniques make frequent use of Early Termination Algorithms (ETA) to reduce the com- putational cost of block matching process. ETAs have been well studied in the context of Sum of Absolute Differences (SAD) match measure and are…