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- W1510535809 abstract "This research project is a study of the role of fixation and visual attention in object recognition. In this project, we build an active vision system which can recognize a target object in a cluttered scene efficiently and reliably. Our system integrates visual cues like color and stereo to perform figure/ground separation, yielding candidate regions on which to focus attention. Within each image region, we use stereo to extract features that lie within a narrow disparity range about the fixation position. These selected features are then used as input to an Alignment-style recognition system. We show that visual attention and fixation significantly reduce the complexity and the false identifications in model-based recognition using Alignment methods. We also demonstrate that stereo can be used effectively as a figure/ground separator without the need for accurate camera calibration." @default.
- W1510535809 created "2016-06-24" @default.
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- W1510535809 date "1995-07-01" @default.
- W1510535809 modified "2023-09-26" @default.
- W1510535809 title "The Role of Fixation and Visual Attention in Object Recognition" @default.
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