Presentation

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Pixels2Peaks: Converting Terrain Images to Heightmaps
SessionReconstruction
DescriptionPixels2Peaks automates the creation of 3D bare-earth terrain heightmaps from a single 2D photograph. Our method first estimates camera parameters and visible geometry; then uses a guided diffusion model to plausibly synthesize occluded regions. The result maintains geomorphological, hydrological, and view consistencies.
Authors
Aryamaan Jain
INRIA, Université Côte d'Azur
James Gain
University of Cape Town
Guillaume Cordonnier
INRIA, Université Côte d'Azur
Event Type
Technical Paper
TimeWednesday, 22 July 202611:15am - 11:25am PDT
LocationRoom 408 B
Digital Library PDF
Session Time & Location
Sunday, 19 July 20266:00pm - 8:45pm PDTHall K
Wednesday, 22 July 202610:45am - 12:35pm PDTRoom 408 B
Keywords
Artificial Intelligence/Machine Learning
Geometry
Modeling
Simulation
Registration Categories
Full Conference Supporter
Full Conference
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