Seeing the World in a Bag of Chips
| Autor: | Jeong Joon Park, Aleksander Holynski, Steven M. Seitz |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
FOS: Computer and information sciences
Surface (mathematics) business.industry Computer science Computer Vision and Pattern Recognition (cs.CV) ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Computer Science - Computer Vision and Pattern Recognition 020207 software engineering 02 engineering and technology Iterative reconstruction View synthesis Component (UML) 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Computer vision Specular reflection Artificial intelligence business Surface reconstruction Light field ComputingMethodologies_COMPUTERGRAPHICS |
| Zdroj: | CVPR |
| Popis: | We address the dual problems of novel view synthesis and environment reconstruction from hand-held RGBD sensors. Our contributions include 1) modeling highly specular objects, 2) modeling inter-reflections and Fresnel effects, and 3) enabling surface light field reconstruction with the same input needed to reconstruct shape alone. In cases where scene surface has a strong mirror-like material component, we generate highly detailed environment images, revealing room composition, objects, people, buildings, and trees visible through windows. Our approach yields state of the art view synthesis techniques, operates on low dynamic range imagery, and is robust to geometric and calibration errors. CVPR 2020 |
| Databáze: | OpenAIRE |
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