title: Design of belief propagation based on FPGA for the multistereo CAFADIS camera.
abstract: In this paper we describe a fast, specialized hardware implementation of the belief propagation algorithm for the CAFADIS camera, a new plenoptic sensor patented by the University of La Laguna. This camera captures the lightfield of the scene and can be used to find out at which depth each pixel is in focus. The algorithm has been designed for FPGA devices using VHDL. We propose a parallel and pipeline architecture to implement the algorithm without external memory. Although the BRAM resources of the device increase considerably, we can maintain real-time restrictions by using extremely high-performance signal processing capability through parallelism and by accessing several memories simultaneously. The quantifying results with 16 bit precision have shown that performances are really close to the original Matlab programmed algorithm.
authors.affiliation: Departamento de Física Fundamental y Experimental, Electrónica y Sistemas, University of La Laguna, Avd. Francisco Sanchez s/n, 38203 La Laguna, Spain. emagcas@ull.es
authors.forename: Eduardo
authors.initials: E
authors.lastname: Magdaleno
authors.forename: Jonás Philipp
authors.initials: JP
authors.lastname: Lüke
authors.forename: Manuel
authors.initials: M
authors.lastname: Rodríguez
authors.forename: José Manuel
authors.initials: JM
authors.lastname: Rodríguez-Ramos
mesh_terms: D000465:Algorithms; D004867:Equipment Design / Q000295:instrumentation* / Q000379:methods*; D010781:Photography / Q000295:instrumentation* / Q000379:methods*; D012815:Signal Processing, Computer-Assisted / Q000295:instrumentation*