30 October 1997 Multiagent system for detecting concentric strias
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Abstract
We present a method for detecting concentric strias which can be found in different natural 'objects'. One of the major problems encountered during an automatic image processing is the lack of continuity perception in strias. We propose an approach to this continuity perception based on a multiagent system made up of reactive agents. These agents can move around on their environment which consists of an image made up of light and dark rings set out concentrically. Our multiagent system is made up of a set of agents named darkening agents and lightening agents. These agents follow either the light rings or the dark rings and act on the image. Their actions aim to reinforce the rings by stressing the contrasts allowing, thus, a reliable detection of these rings, even if they are discontinuous. Each agent has three sensors allowing it to obtain information about the environment. The sensor ar made up of unit sensors returning the value of a pixel. The three sensors of an agent are: (1) a unit sensor allowing the agent to know if it is located on an already detected stria, (2) two disk-shaped sensors made up of unit sensors. These two sensors return the sum of their unit sensors. They are located in front of the agent and distant one from the other. Those two disk-shaped sensors are used for determining the movements of the agent and, therefore, for detecting the rings. An agent, indeed, always tries to move where the values returned by the senors is minimal. The suggested multiagent system has shown great robustness and adaptability, for it can detect strias, even if they are discontinuous and the image noisy.
© (1997) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Pascal Ballet, Vincent Rodin, Jacques Tisseau, "Multiagent system for detecting concentric strias", Proc. SPIE 3164, Applications of Digital Image Processing XX, (30 October 1997); doi: 10.1117/12.279576; https://doi.org/10.1117/12.279576
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