Biologically based machine vision: signal analysis of monopolar cells in the visual system of Musca domestica.
Machine vision for navigational purposes is a rapidly growing field. Many abilities such as object recognition and target tracking rely on vision. Autonomous vehicles must be able to navigate in dynamic enviroments and simultaneously locate a target position. Traditional machine vision often fails to react in real time because of large computational requirements whereas the fly achieves complex orientation and navigation with a relatively small and simple brain. Understanding how the fly extracts visual information and how neurons encode and process information could lead us to a new approach for machine vision applications. Photoreceptors in the Musca domestica eye that share the same spatial information converge into a structure called the cartridge. The cartridge consists of the photoreceptor axon terminals and monopolar cells L1, L2, and L4. It is thought that L1 and L2 cells encode edge related information relative to a single cartridge. These cells are thought to be equivalent to vertebrate bipolar cells, producing contrast enhancement and reduction of information sent to L4. Monopolar cell L4 is thought to perform image segmentation on the information input from L1 and L2 and also enhance edge detection. A mesh of interconnected L4's would correlate the output from L1 and L2 cells of adjacent cartridges and provide a parallel network for segmenting an object's edges. The focus of this research is to excite photoreceptors of the common housefly, Musca domestica, with different visual patterns. The electrical response of monopolar cells L1, L2, and L4 will be recorded using intracellular recording techniques. Signal analysis will determine the neurocircuitry to detect and segment images.
Newton
Jenny
J
Department of Electrical Engineering, University of Wyoming, Laramie, Wyoming 82071-3295, USA.
Barrett
Steven F
SF
Wilcox
Michael J
MJ
Popp
Stephanie
S
D000818:Animals; D001185:Artificial Intelligence; D006793:Houseflies / Q000502:physiology*; D008297:Male; D008839:Microelectrodes; D010786:Photoreceptor Cells / Q000502:physiology*; D012815:Signal Processing, Computer-Assisted