Title :
A Real-Time Multiaperture Omnidirectional Visual Sensor Based on an Interconnected Network of Smart Cameras
Author :
Seyid, Kerem ; Popovic, Vladan ; Cogal, Omer ; Akin, Abdulkadir ; Afshari, Hossein ; Schmid, Alexandre ; Leblebici, Yusuf
Author_Institution :
Microelectron. Syst. Lab., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
Centralized and multilevel implementations of the Panoptic omnidirectional multiaperture visual system were previously presented by us, relying on the transmission of all camera outputs to a single central processing node for omnidirectional image and video reconstruction. In this paper, a novel distributed and parallel implementation of the omnidirectional vision reconstruction algorithm of the Panoptic system is presented. The parallel approach aims to overcome the scalability problems and memory bandwidth limitations of the centralized approach. The real-time hardware implementation is presented for camera modules with image processing, memory, and interconnectivity features. A methodology is introduced for the arrangement of camera modules with interconnectivity feature into a target interconnection network topology. A unique custom-made multiple-field-programmable gate array hardware platform is introduced for the implementation of an interconnected network of 49 camera prototype Panoptic system. A hardware architecture based on presented hardware platform enabling the real-time implementation of the blending algorithms is presented, along with the imaging results and resource utilization. The real-time implementation results of the implemented omnivision application on the mentioned prototype are demonstrated.
Keywords :
field programmable gate arrays; image reconstruction; image sensors; intelligent sensors; multiprocessor interconnection networks; network topology; parallel algorithms; resource allocation; visual servoing; Panoptic omnidirectional multiaperture visual system; blending algorithms; central processing node; centralized approach; custom made multiple field programmable gate array; distributed implementation; hardware architecture; image processing; interconnected network; interconnectivity feature; memory bandwidth limitation; multilevel implementation; omnidirectional image reconstruction; omnidirectional vision reconstruction algorithm; omnivision application; parallel approach; real-time hardware implementation; real-time multiaperture omnidirectional visual sensor; resource utilization; scalability problems; smart camera module; target interconnection network topology; video reconstruction; Bandwidth; Cameras; Image reconstruction; Image resolution; Interpolation; Real-time systems; Reconstruction algorithms; Field programmable gate array; image reconstruction; real-time systems; smart cameras;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2014.2355713