A model of active visual search with object-based attention guiding scan paths
نویسندگان
چکیده
When a monkey searches for a colour and orientation feature conjunction target, the scan path is guided to target coloured locations in preference to locations containing the target orientation [Vision Res. 38 (1998b) 1805]. An active vision model, using biased competition, is able to replicate this behaviour. As object-based attention develops in extrastriate cortex, featural information is passed to posterior parietal cortex (LIP), enabling it to represent behaviourally relevant locations [J. Neurophysiol. 76 (1996) 2841] and guide the scan path. Attention evolves from an early spatial effect to being object-based later in the response of the model neurons, as has been observed in monkey single cell recordings. This is the first model to reproduce these effects with temporal precision and is reported here at the systems level allowing the replication of psychophysical scan paths.
منابع مشابه
Identification of the underlying factors affecting information seeking behavior of users interacting with the visual search option in EBSCO: a grounded theory study
Background and Aim: Information seeking is interactive behavior of searcher with information systems and this active interaction occurs in a real environment known as background or context. This study investigated the factors influencing the formation of layers of context and their impact on the interaction of the user with search option dialoge in EBSCO database. Method: Data from 28 semi-stru...
متن کاملSaliency and Task-Based Eye Movement Prediction and Guidance
The ability to predict and guide viewer attention has important applications in computer graphics, image and scene understanding, object detection, visual search and training. Human eye movements have interested researchers as they provide insight into the cognitive processes involved in task performance. It has also interested researchers to understand what guides viewer attention in a scene. ...
متن کاملA Flexible Integrated Forward/ Reverse Logistics Model with Random Path-based Memetic Algorithm
Due to business and environmental issues, the efficient design of an integrated forward/reverse logistics network has recently attracted more attention from researchers. The significance of transportation cost and customer satisfaction spurs an interest in developing a flexible network design model with different delivery paths. This paper proposes a flexible mixed-integer programming model to ...
متن کاملA biased competition computational model of spatial and object-based attention mediating active visual search
متن کامل
Modelling Visual Neglect: Computational Insights into Conscious Perception
BACKGROUND Visual neglect is an attentional deficit typically resulting from parietal cortex lesion and sometimes frontal lesion. Patients fail to attend to objects and events in the visual hemifield contralateral to their lesion during visual search. METHODOLOGY/PRINCIPAL FINDING The aim of this work was to examine the effects of parietal and frontal lesion in an existing computational model...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Neural networks : the official journal of the International Neural Network Society
دوره 17 5-6 شماره
صفحات -
تاریخ انتشار 2004