Hierarchical models of object recognition in cortex
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Summary
A new hierarchical model consistent with physiological data from inferotemporal cortex that accounts for this complex visual task and makes testable predictions is described.
- Type
- article
- Published
- 1999-11-01
- Cited by
- 3,728
- References
- 47
- OpenAlex
- https://openalex.org/W2149194912
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:8920227
Keywords
Visual cortex, Neuroscience, Cognitive neuroscience of visual object recognition, Hierarchy, Hierarchical database model
References
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- Invariant visual responses from attentional gain fields.
- Complex cells as cortically amplified simple cells
- A selection model for motion processing in area MT of primates
- RECEPTIVE FIELDS AND FUNCTIONAL ARCHITECTURE IN TWO NONSTRIATE VISUAL AREAS (18 AND 19) OF THE CAT.
- Visual properties of neurons in a polysensory area in superior temporal sulcus of the macaque.
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- Shifter circuits: a computational strategy for dynamic aspects of visual processing.
- Nonlinear neural networks: Principles, mechanisms, and architectures
- Neurophysiology of shape processing
- Synaptic Depression and Cortical Gain Control
- Speed of processing in the human visual system
- Selective attention gates visual processing in the extrastriate cortex.
Cited by
- Global vs. Local: Component Based Learning for Classification and Image Understanding
- Movement Strategies for Learning in Visual Recognition
- Are cortical models really bound by the "binding problem"?
- Non-spatial attentional effects on P1.
- Design and integration of agent-based partial brain models for robotic systems by means of hierarchical cooperative coevolution
- Orientation Congruency Effects for Familiar Objects
- Sufficient encoding of dynamical systems
- Selectivity and invariance for visual object perception.
- Investigations of face expertise in the social developmental disorders
- Reading normal and degraded words: Contribution of the dorsal and ventral visual pathways
- Learning to recognize objects on the fly: A neurally based dynamic field approach
- Situating visual search.
- Max-Gabor analysis and synthesis of spectrograms
- Holistic Face Categorization in Higher Order Visual Areas of the Normal and Prosopagnosic Brain: Toward a Non-Hierarchical View of Face Perception
- Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks
- The Complex Systems Approach: Rhetoric or Revolution
- Grouping principles in direct competition.
- Image-level and group-level models for Drosophila gene expression pattern annotation
- Configural Gestalts remain nothing more than the sum of their parts in visual agnosia
- Prior implicit knowledge shapes human threshold for orientation noise.
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