Conference Paper

A Two-Dimensional, Object-Based Analog VLSI Visual Attention System.

Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA;
DOI: 10.1109/ARVLSI.1999.756055 Conference: 18th Conference on Advanced Research in VLSI (ARVLSI '99), 21-24 March 1999, Atlanta, GA, USA
Source: DBLP

ABSTRACT A two-dimensional object-based analog VLSI model of selective attentional processing has been implemented using a standard 1.2 μm CMOS process. This chip extends previous work modeling object-based selection and scanning by incorporating the circuity and architectural changes necessary for two-dimensional focal plane processing. To balance the need for closely spaced large photodetectors with the space requirements of complex in-pixel processing, the chip implements a multiresolution architecture. The system has he ability to group pixels into objects; this grouping is dynamic, driven solely by the segmentation criterion at the input. In the demonstration system, image intensity has been chosen for the input saliency map and the segmentation is based on spatial lowpass filtering followed by an intensity threshold. We present experimental results

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