Interpreting Line Drawings of Curved Objects

E1017410

"Interpreting Line Drawings of Curved Objects" is a seminal computer vision doctoral thesis by Jitendra Malik that introduced influential methods for understanding 3D shape and surface structure from 2D line drawings.

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Interpreting Line Drawings of Curved Objects canonical 1

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Statements (46)

Predicate Object
instanceOf computer vision thesis ⓘ
doctoral thesis ⓘ
approach geometric analysis of contours ⓘ
mathematical modeling of surface projections ⓘ
use of differential geometry to interpret images ⓘ
author Jitendra Malik ⓘ
contribution analyzed geometric constraints implied by line drawings ⓘ
formalized interpretation of line drawings of smooth curved surfaces ⓘ
influenced later work on shape-from-X in computer vision ⓘ
introduced methods for understanding 3D shape from 2D line drawings ⓘ
linked image contours to 3D differential geometry of surfaces ⓘ
provided algorithms for reconstructing surface shape from contours ⓘ
provided theoretical framework for interpreting occluding contours ⓘ
describedAs seminal work in computer vision ⓘ
field computational vision ⓘ
computer graphics ⓘ
computer vision ⓘ
focusesOn curved 3D objects ⓘ
line drawings as primary input ⓘ
smooth surfaces ⓘ
goal recover 3D surface shape from 2D drawings ⓘ
understand mapping between 3D surfaces and image contours ⓘ
hasKeyConcept global shape consistency from local cues ⓘ
local surface orientation from contours ⓘ
occluding contour geometry ⓘ
surface curvature constraints ⓘ
viewpoint-dependent contour formation ⓘ
influenced computational models of human shape perception ⓘ
methods for non-photorealistic rendering ⓘ
research on 3D reconstruction from sparse features ⓘ
research on perceptual organization in vision ⓘ
shape analysis in computer graphics ⓘ
relatedTo computational geometry ⓘ
perceptual inference of 3D structure ⓘ
shape-from-shading ⓘ
shape-from-stereo ⓘ
shape-from-texture ⓘ
topic 3D shape reconstruction ⓘ
contour interpretation ⓘ
curved object representation ⓘ
differential geometry in vision ⓘ
occluding contours ⓘ
shape from line drawings ⓘ
shape-from-contour ⓘ
surface orientation estimation ⓘ
surface structure inference ⓘ

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Full triples — surface form annotated when it differs from this entity's canonical label.

Jitendra Malik → doctoralThesis → Interpreting Line Drawings of Curved Objects ⓘ