Chances and challenges for an active visual search perspective
Sign Up to like & getrecommendations! Published in 2017 at "Behavioral and Brain Sciences"
DOI: 10.1017/s0140525x16000200
Abstract: Abstract Using fixations as the fundamental unit of visual search is an appealing gear change in a paradigm that has long dominated attention research. To truly inform theories of search, however, additional challenges must be… read more here.
Keywords: search; chances challenges; visual search; active visual ... See more keywords
A Real 3D Embodied Dataset for Robotic Active Visual Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3157028
Abstract: Active interaction with environments is one of the striking characteristics of robotic active vision, which allows robots to move to facilitate visual tasks. Recently, several embodied AI platforms have been proposed as the synthetic environments… read more here.
Keywords: visual learning; embodied dataset; active visual; robotic active ... See more keywords
Collaborative Active Visual Recognition from Crowds: A Distributed Ensemble Approach
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2017.2682082
Abstract: Active learning is an effective way of engaging users to interactively train models for visual recognition more efficiently. The vast majority of previous works focused on active learning with a single human oracle. The problem… read more here.
Keywords: active learning; visual recognition; recognition crowds; active visual ... See more keywords