A Goal-Directed Visual Perception System Using Object-Based Top–Down Attention

@article{Yu2012AGV,
  title={A Goal-Directed Visual Perception System Using Object-Based Top–Down Attention},
  author={Yuanlong Yu and George K. I. Mann and Ray G. Gosine},
  journal={IEEE Transactions on Autonomous Mental Development},
  year={2012},
  volume={4},
  pages={87-103}
}
The selective attention mechanism is employed by humans and primates to realize a truly intelligent perception system, which has the cognitive capability of learning and thinking about how to perceive the environment autonomously. The attention mechanism involves the top-down and bottom-up ways that correspond to the goal-directed and automatic perceptual behaviors, respectively. Rather than considering the automatic perception, this paper presents an artificial system of the goal-directed… CONTINUE READING

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