D. Ballard

Publications325
h-index61
Citations34,640
Highly Influential Citations1,401
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Generalizing the Hough transform to detect arbitrary shapes
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Color indexing
  • M. Swain, D. Ballard
  • Computer Science
    International Journal of Computer Vision
  • 1 November 1991
TLDR
It is demonstrated that color histograms of multicolored objects provide a robust, efficient cue for indexing into a large database of models and that they can differentiate among a large number of objects.
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Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.
TLDR
Results suggest that rather than being exclusively feedforward phenomena, nonclassical surround effects in the visual cortex may also result from cortico-cortical feedback as a consequence of the visual system using an efficient hierarchical strategy for encoding natural images.
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Reinforcement learning with selective perception and hidden state
Deictic codes for the embodiment of cognition
TLDR
Deictic computation provides a mechanism for representing the essential features that link external sensory data with internal cognitive programs and motor actions and this target article focuses on how deictic bindings make it possible to perform natural tasks.
View on Cambridge Press
Computer Vision
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Animate Vision
  • D. Ballard
  • Computer Science
    Artif. Intell.
  • 1 February 1991
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Eye movements in natural behavior
View on Elsevier
Memory Representations in Natural Tasks
TLDR
A series of experiments are designed to test the use of short-term memory in the course of a natural hand-eye task where subjects have the freedom to choose their own task parameters and reduce the instantaneous memory required to perform the task by serializing the task with eye movements.
View on MIT Press
Eye guidance in natural vision: reinterpreting salience.
TLDR
It is argued that there is a need to move away from this class of model and find the principles that govern gaze allocation in a broader range of settings, because the stimulus context is limited, and the dynamic, task-driven nature of vision is not represented.
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