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.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Interpreting Line Drawings of Curved Objects canonical | 1 |
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 NERFINISHED ⓘ |
| 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 ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.