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LOCATION:Room 408 B
DTSTART;TZID=America/Los_Angeles:20260722T111500
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UID:siggraph_SIGGRAPH 2026_sess153_papers_170@linklings.com
SUMMARY:Pixels2Peaks: Converting Terrain Images to Heightmaps
DESCRIPTION:Aryamaan Jain (INRIA, Université Côte d'Azur); James Gain (Uni
 versity of Cape Town); and Guillaume Cordonnier (INRIA, Université Côte d'
 Azur)\n\nPixels2Peaks automates the creation of 3D bare-earth terrain heig
 htmaps from a single 2D photograph. Our method first estimates camera para
 meters and visible geometry; then uses a guided diffusion model to plausib
 ly synthesize occluded regions. The result maintains geomorphological, hyd
 rological, and view consistencies.\n\nInterest Area: Research & Education\
 n\nKeyword: Artificial Intelligence/Machine Learning, Generative AI, Geome
 try, Modeling, Rendering, Simulation\n\nRegistration Category: Full Confer
 ence Supporter, Full Conference\n\nSession Chair: Oded Stein (Technion, Un
 iversity of Southern California)\n\n
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