IEEE Transactions on Biomedical Engineering · 1985 · 580 citations · 14 references
ComputingComputer ScienceComputer SystemsBiomedical Signal ProcessingComputer VisionMovement AnalysisAction RecognitionDigital Image ProcessingImage ProcessingMotion AnalysisMotion CapturePattern RecognitionMarker Detection AlgorithmsMarker RecognitionMotion Capture SystemsProcessing ArchitectureReal-time ProcessingReal-time Processing ArchitectureShape RecognitionVlsi Implementation
The system was designed to automatically and reliably analyze body movement across diverse conditions and environments. It achieves this by real‑time TV image processing that detects passive markers via a shape‑matching algorithm, using a two‑level architecture with a dedicated fast VLSI processor for shape recognition and a general‑purpose computer for flexibility. The prototype offers unlimited marker support, 1:2500 resolution, and a 50 Hz sampling rate independent of marker count, with preliminary tests demonstrating its effectiveness on various movements.
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.
14
The co-ordination and regulation of movements
John T. Foley · Journal of the Neurological Sciences · 1968 · 3.5K citations
R. Yarlagadda · IEEE Transactions on Acoustics Speech and Signal Processing · 1976 · 1.7K citations