Dataflow object detection system for FPGA-based smart camera - Bourrasset, Cédric; Maggiani, Luca; Sérot, Jocelyn; Berry, François (IET circuits, devices & systems, 2016)
Keywords: Algorithms; Cameras; CAPH programming language; Classification; communication protocols; Computation; Computer Science; Computer vision; Computer Vision and Pattern Recognition; configurable object detection; data flow analysis; dataflow object detection system; Digital imaging; digital video frame rates; distributed algorithms; Electronics; embedded computer vision; Engineering Sciences; Field programmable gate arrays; flexible smart cameras; FPGA-based smart camera; generated code; Handwriting; Hardware description languages; hardware descriptions; high level dataflow specifications; high resolution image sensors; Histograms; Image resolution; image sensors; linear SVM-based classification; massive data parallelism; Mathematical models; object detection; Object recognition; on-board processing; oriented gradients; Platforms; Programming languages; Real time; real-time processing constraints; real-time systems; real-time vision processing; Sensor arrays; Sensors; Smart sensors; smart vision systems; support vector machines; Video communication; Vision systems; real-time vision processing; digital video frame rates; field programmable gate arrays; high resolution image sensors; object detection; programming languages; generated code; cameras; high level dataflow specifications; real-time processing constraints; linear SVM-based classification; FPGA-based smart camera; on-board processing; embedded computer vision; support vector machines; CAPH programming language; data flow analysis; communication protocols; massive data parallelism; dataflow object detection system; image sensors; oriented gradients; hardware descriptions; configurable object detection; distributed algorithms; real-time systems; computer vision; smart vision systems; flexible smart cameras