Title :
Reconfigurable foveated active vision system
Author :
Bailey, Donald G. ; Bouganis, Christos-Savvas
Author_Institution :
Sch. of Eng. & Adv. Technol., Massey Univ., Palmerston North
fDate :
Nov. 30 2008-Dec. 3 2008
Abstract :
Foveal images have variable spatial resolution, enabling a significant reduction in image size and volume. When combined with a high resolution input image, it enables almost instantaneous electronic panning and tilting. This paper proposes an FPGA based foveated imaging system where the spatial resolution may be adjusted from frame to frame. Several Cartesian mapping functions are considered in terms of pixel shape and efficient implementation on an FPGA. It is shown that a 2-pass mapping based on the Linfin distance metric provides the best tradeoffs.
Keywords :
active vision; field programmable gate arrays; image resolution; image sensors; Cartesian mapping functions; FPGA; electronic panning; electronic tilting; high resolution input image; reconfigurable foveated active vision system; CMOS image sensors; Field programmable gate arrays; Image resolution; Image sensors; Machine vision; Pattern recognition; Sensor arrays; Sensor systems; Spatial resolution; Topology; FPGA; active vision; embedded vision; foveal vision; real time image processing;
Conference_Titel :
Sensing Technology, 2008. ICST 2008. 3rd International Conference on
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-2176-3
Electronic_ISBN :
978-1-4244-2177-0
DOI :
10.1109/ICSENST.2008.4757093