New digit-serial implementations of stack filters
Signal Processing
LUM smoother with smooth control for noisy image sequences
EURASIP Journal on Applied Signal Processing
Effective neural LUM smoother for image smoothing applications
Machine Graphics & Vision International Journal
Least-squares smoothing of 3D digital curves
Real-Time Imaging - Special issue on multi-dimensional image processing
Cost-effective video filtering solution for real-time vision systems
EURASIP Journal on Applied Signal Processing
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We present an implementation of a simplified scalable architecture for the efficient realization of 3-D adaptive LUM smoother in the Field Programmable Logic Devices (FPLDs). The proposed filter architecture takes advantages of a combination of recently provided Boolean LUM smoothers with bit-serial realization of stack filters. In order to decrease hardware requirements, we implemented a highly reduced filter structure that is completely modular, scalable and optimized for hardware implementation in FPLD. Introduced simplifications significantly decrease a circuit complexity, however they still provide excellent smoothing capability and provide real-time performance for processing of 3-D signals with sampling frequencies up to 65 Msamples/ second.