Vision: A Computational Investigation into the Human Representation and Processing of Visual Information¶
Marr, D. (1982). Vision: A Computational Investigation into the Human Representation and Processing of Visual Information. MIT Press.
Cited by¶
7 citations across 7 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Decomposition
- "What if this interaction were weakened?"
This sourceThe three levels of analysis — computational, algorithmic, implementational.
- "What if this interaction were weakened?"
- Feature Engineering
- Marr's levels of analysis locate representation at the algorithmic level, mediating between problem and mechanism.
This sourceIntroduces the three levels of analysis, locating representation at the algorithmic level mediating problem and mechanism, supporting the Marr's-levels anchor.
- Marr's levels of analysis locate representation at the algorithmic level, mediating between problem and mechanism.
- Pattern Recognition
- The stimulus encoding.
This sourceThe originating treatment of the three-level analysis — computational, algorithmic, implementational — for understanding cognitive representation; foundational for cognitive science and AI alike, and a structural template for distinguishing the what is computed from the how is it represented.)
- The stimulus encoding.
- Progressive Refinement from Core Model
This sourceThe originating treatment of the three-level analysis — computational, algorithmic, implementational — for understanding cognitive representation; foundational for cognitive science and AI alike, and a structural template for distinguishing the what is computed from the how is it represented.)
- Projection
- In cognition the visual system projects 3D scenes onto a 2D retinal image, and concept-formation projects rich experience onto category labels.
This sourceFrames vision as recovering scene structure from a 2D retinal projection of the 3D world.
- In cognition the visual system projects 3D scenes onto a 2D retinal image, and concept-formation projects rich experience onto category labels.
- Representation
- … Cognitive science and philosophy of mind uses representation for mental representations, the symbol-grounding problem, the propositional-vs-depictive debate, the representational theory of mind, and the three-level analysis (computational / algorithmic / implementational) introduced by David Marr's Vision
This sourceThe originating treatment of the three-level analysis — computational, algorithmic, implementational — for understanding cognitive representation; foundational for cognitive science and AI alike, and a structural template for distinguishing the what is computed from the how is it represented.)
- … Cognitive science and philosophy of mind uses representation for mental representations, the symbol-grounding problem, the propositional-vs-depictive debate, the representational theory of mind, and the three-level analysis (computational / algorithmic / implementational) introduced by David Marr's Vision
Domain-specific¶
- Depth Perception
- The outputs include egocentric distance from observer to object, relative or ordinal depth among objects, surface slant and curvature, and a more global three-dimensional layout.
This sourceAuthoritative computational treatment of vision as recovery of distal structure from retinal images.
- The outputs include egocentric distance from observer to object, relative or ordinal depth among objects, surface slant and curvature, and a more global three-dimensional layout.
Verification¶
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