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Adaptive Subsampling for ROI-based Visual Tracking: Algorithms and FPGA Implementation
Our adaptive subsampling algorithms comprise an object detector and an ROI predictor (Kalman filter) which operate in conjunction to optimize the energy efficiency of the vision pipeline with the end task being object tracking.
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