Title :
Elite: A Digital Dedicated Hardware System for Movement Analysis Via Real-Time TV Signal Processing
Author :
Ferrigno, Giancarlo ; Pedotti, Antonio
Author_Institution :
Centro di Bioingegneria, Dipartimento di Elettronica, Politecnico di Milano & Fondazione Pro Juventute Don Gnocchi, Via Gozzadini
Abstract :
The system illustrated in this paper has been designed and developed particularly for automatic and reliable analysis of body movement in various conditions and environments. It is based on real-time processing of the TV images to recognize multiple passive markers and compute their coordinates. This performance is achieved by using a special algorithm allowing the recognition of markers only if their shape matches a predetermined "mask." The main feature of the system is a two-level processing architecture, the first of which includes a dedicated peripheral fast processor for shape recognition (FPSR), designed and implemented by using fast VLSI chips. The second level consists of a general purpose computer and provides the overall system with high flexibility. The main characteristics are: no restriction on the number of markers, resolution of one part in 2500, and a 50 Hz sampling rate independent of the number of markers detected. The prototype has been fully developed, and preliminary results obtained from the analysis of several movements are illustrated.
Keywords :
Computer architecture; Digital signal processing; Hardware; Image recognition; Real time systems; Shape; Signal analysis; Signal processing algorithms; TV; Very large scale integration; Computers; Diagnosis, Computer-Assisted; Humans; Movement Disorders; Software; Television;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.1985.325627