2 citations · 5 across the 5 of their papers we have counts for
5 papers · 1 filter
Predicting Visual Attention and Distraction During Visual Search Using Convolutional Neural Networks
Manoosh Samiei, James J. Clark
Most studies in computational modeling of visual attention encompass task-free observation of images. Free-viewing saliency considers limited scenarios of daily life. Most visual a…
Target Features Affect Visual Search, A Study of Eye Fixations
Manoosh Samiei, James J. Clark
Visual Search is referred to the task of finding a target object among a set of distracting objects in a visual display. In this paper, based on an independent analysis of the COCO…
GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction
Samrudhdhi B Rangrej, Kevin J Liang, Tal Hassner +1
Many online action prediction models observe complete frames to locate and attend to informative subregions in the frames called glimpses and recognize an ongoing action based on g…
A Probabilistic Hard Attention Model For Sequentially Observed Scenes
Samrudhdhi B. Rangrej, James J. Clark
A visual hard attention model actively selects and observes a sequence of subregions in an image to make a prediction. The majority of hard attention models determine the attention…
Visual Attention in Imaginative Agents
Samrudhdhi B. Rangrej, James J. Clark
We present a recurrent agent who perceives surroundings through a series of discrete fixations. At each timestep, the agent imagines a variety of plausible scenes consistent with t…