Object-Based Selection Within an Analog VLSI Visual Attention System
نویسندگان
چکیده
An object-based analog very large-scale integration (VLSI) model of selective attentional processing has been implemented using a standard 2.0m CMOS process. This chip extends previous work on modeling a saliency-map-based selection and scanning mechanism to incorporate the ability to group pixels into objects. This grouping, or segmentation, couples the circuitry of the object’s pixels to act as a single, larger pixel. The grouping of pixels is dynamic, driven solely by the segmentation criterion at the input. In this demonstration circuit, image intensity has been chosen for the input saliency map and the segmentation is based on spatial low-pass filtering followed by an intensity threshold. We present experimental results from a one-dimensional implementation of the object-based analog VLSI selective-attention system.
منابع مشابه
Analog VLSI Circuits for Sensory Attentive Processing
Analog very large-scale integrated (VLSI) circuits that perform the selection process for attentive sensory processing are presented. These circuits use excitatory feedback in a winner-take-all computation to produce a hysteresis in the selection from one location to the next. They also use an inhibitory mechanism to disengage attention so that more than one stimulus is attended, even when the ...
متن کاملA Two-Dimensional, Object-Based Analog VLSI Visual Attention System
A two-dimensional object-based analog VLSI model of selective attentional processing has been implemented using a standard 1.2μm 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 t...
متن کاملAnalog VLSI Excitatory Feedback Circuits for Attentional Shifts and Tracking
Abstract: In this paper we present analog very large-scale integrated (VLSI) circuits that perform the selection process for attentive visual processing. These circuits use excitatory feedback in a winner-take-all computation to produce a hysteresis in the selection from one location to the next. We present several alternative forms of excitation that can be used to enhance surrounding regions ...
متن کاملAnalog VLSI Circuits for Attention-Based, Visual Tracking
A one-dimensional, visual tracking chip has been implemented using neuromorphic, analog VLSI techniques to model selective visual attention in the control of saccadic and smooth pursuit eye movements. The chip incorporates focal-plane processing to compute image saliency and to select a target feature for tracking. The target position and direction of motion are reported as the target moves acr...
متن کاملA computer vision model for visual-object-based attention and eye movements
This paper presents a new computational framework for modelling visual-object based attention and attention-driven eye movements within an integrated system in a biologically inspired approach. Attention operates at multiple levels of visual selection by space, feature, object and group depending on the nature of targets and visual tasks. Attentional shifts and gaze shifts are constructed upon ...
متن کامل