Expectation (and attention) in visual cognition
C Summerfield, T Egner - Trends in cognitive sciences, 2009 - cell.com
Visual cognition is limited by computational capacity, because the brain can process only a
fraction of the visual sensorium in detail, and by the inherent ambiguity of the information …
fraction of the visual sensorium in detail, and by the inherent ambiguity of the information …
The role of context in object recognition
A Oliva, A Torralba - Trends in cognitive sciences, 2007 - cell.com
In the real world, objects never occur in isolation; they co-vary with other objects and
particular environments, providing a rich source of contextual associations to be exploited by …
particular environments, providing a rich source of contextual associations to be exploited by …
[图书][B] Cognitive psychology: A student's handbook
MW Eysenck, MT Keane - 2020 - taylorfrancis.com
The fully updated eighth edition of Cognitive Psychology: A Student's Handbook provides
comprehensive yet accessible coverage of all the key areas in the field ranging from visual …
comprehensive yet accessible coverage of all the key areas in the field ranging from visual …
Dissonance between human and machine understanding
Complex machine learning models are deployed in several critical domains including
healthcare and autonomous vehicles nowadays, albeit as functional blackboxes …
healthcare and autonomous vehicles nowadays, albeit as functional blackboxes …
Consistency effects between objects in scenes
JL Davenport - Memory & Cognition, 2007 - Springer
How does context influence the perception of objects in scenes? Objects appear in a given
setting with surrounding objects. Do objects in scenes exert contextual influences on each …
setting with surrounding objects. Do objects in scenes exert contextual influences on each …
ERP evidence for context congruity effects during simultaneous object–scene processing
Contextual regularities help us analyze visual scenes and form judgments on their
constituents. The present study investigates the effect of context violation on scene …
constituents. The present study investigates the effect of context violation on scene …
Putting visual object recognition in context
Context plays an important role in visual recognition. Recent studies have shown that visual
recognition networks can be fooled by placing objects in inconsistent contexts (eg, a cow in …
recognition networks can be fooled by placing objects in inconsistent contexts (eg, a cow in …
Spatial reasoning for few-shot object detection
Although modern object detectors rely heavily on a significant amount of training data,
humans can easily detect novel objects using a few training examples. The mechanism of …
humans can easily detect novel objects using a few training examples. The mechanism of …
Recursive context routing for object detection
Recent studies have confirmed that modeling contexts is important for object detection.
However, current context modeling approaches still have limited expressive capacity and …
However, current context modeling approaches still have limited expressive capacity and …
Associative recognition processes are modulated by the semantic unitizability of memoranda
Although memory of episodic associations is generally considered to be recollective in
nature, it has been suggested that when stimuli are experienced as a unit, familiarity …
nature, it has been suggested that when stimuli are experienced as a unit, familiarity …