Dynamic binding in a neural network for shape recognition.

JE Hummel, I Biederman - Psychological review, 1992 - psycnet.apa.org
Given a single view of an object, humans can readily recognize that object from other views
that preserve the parts in the original view. Empirical evidence suggests that this capacity …

Two roles for attention in shape perception: A structural description model of visual scrutiny

JE Hummel, BJ Stankiewicz - Visual Cognition, 1998 - Taylor & Francis
This paper presents MetriCat, a model of the human capacity to recognize objects both as
members of a general class (eg “chair”) and as specific instances (“my office chair”), and of …

An architecture for rapid, hierarchical structural description

JE Hummel, BJ Stankiewicz - 1996 - direct.mit.edu
Dynamic binding is a necessary prerequisite to structural description, but it is not
straightforward to represent structural descriptions suitable for object recognition, given the …

A parallel computation that assigns canonical object-based frames of reference

GF Hinton - Proceedings of the 7th international joint conference on …, 1981 - dl.acm.org
A viewpoint-independent description of the shape of an object can be generated by
imposing a canonical frame of reference on the object and describing the spatial …

A model for visual shape recognition.

PM Milner - Psychological review, 1974 - psycnet.apa.org
Suggests that many examples of stimulus equivalence may be explained by angle and
length-ratio feature detectors whose outputs are generalized over the visual field. Problems …

Modeling visual recognition from neurobiological constraints

MW Oram, DI Perrett - Neural Networks, 1994 - Elsevier
Neurobiological data from the cerebral cortex of the macaque monkey suggest a model of
object recognition that is a series of four computational stages. These are executed in seven …

Independent representation of parts and the relations between them: evidence from integrative agnosia.

M Behrmann, MA Peterson, M Moscovitch… - Journal of …, 2006 - psycnet.apa.org
Whether objects are represented as a collection of parts whose relations are coded
independently remains a topic of ongoing discussion among theorists in the domain of …

Complementary solutions to the binding problem in vision: Implications for shape perception and object recognition

JE Hummel - Visual cognition, 2001 - Taylor & Francis
Behavioural, neural, and computational considerations suggest that the visual system may
use (at least) two approaches to binding an object's features and/or parts into a coherent …

Parts of recognition

DD Hoffman, WA Richards - Readings in Computer Vision, 1987 - Elsevier
We propose that, for the task of object recognition, the visual system decomposes shapes
into parts, that it does so using a rule defining part boundaries rather than part shapes, that …

Effects of temporal association on recognition memory

G Wallis, HH Bülthoff - … of the National Academy of Sciences, 2001 - National Acad Sciences
The influence of temporal association on the representation and recognition of objects was
investigated. Observers were shown sequences of novel faces in which the identity of the …