1. A Digitally Interfaced Analog Correlation Filter System for Object Tracking Applications.
- Author
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Judy, Mohsen, Poore, Nicholas Conley, Liu, Peixing, Yang, Tan, Britton, Charles, Bolme, David S., Mikkilineni, Aravind K., and Holleman, Jeremy
- Subjects
SIGNAL processing ,OBJECT tracking (Computer vision) ,ELECTRONIC circuits - Abstract
This paper reports a $24\times 57$ correlation filter system for object tracking applications. While digital interfacing of the input and output data enabled a standard and flexible way of communication with pre- and post-processing digital blocks, the multiply-accumulate (MAC) operations were performed in the analog domain to save power and area. The proposed system utilizes non-volatile floating-gate memories to store filter coefficients. The chip was fabricated in a 0.13- $\mu \text{m}$ CMOS process and occupies 3.23 mm2 of silicon area. The system dissipates 388.4 $\mu \text{W}$ of power at a throughput of 11.3 kVec/s, achieving an energy efficiency of 25.2 pJ/MAC. Experimental results for a custom filter designed to detect vehicles are presented. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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