Workshop on 3D Geometry Generation for Scientific Computing

Program

Sunday,  January 7th, 2024 (All times HST)

1 - 1:15 OPENING REMARKS Marissa Ramirez de Chanlatte, UC Berkeley

1:15 - 1:50 INVITED TALK “Forest mapping at the individual tree scale using aerial imagery, photogrammetry, and computer vision” Derek Young, UC Davis RECORDING

1:55 - 2:20 SPOTLIGHT TALK “Surface Reconstruction of Semiconductor Devices from Scanning Electron Microscope Images using Simulated Geometries and Domain Adaptation” Tim Houben, Eindhoven University of Technology AUDIO RECORDING

2:25 - 3:00 INVITED TALK "Geostatistical imaging of the subglacial environment" Emma “Mickey” Mackie, University of Florida RECORDING

3:00 - 3:45 COFFEE BREAK

3:45 - 4:10 SPOTLIGHT TALK “Controlled Illumination for Perception and Manipulation of Lambertian Objects” Arkadeep Narayan Chaudhury, Carnegie Mellon University RECORDING

4:10 - 4:50 PANEL/DISCUSSION “How Can Computer Vision Tools Better Serve Scientific Applications?”

4:50 - 5:00 CLOSING REMARKS Marissa Ramirez de Chanlatte, UC Berkeley

Accepted Papers

1. Surface Reconstruction of Semiconductor Devices from Scanning Electron Microscope Images using Simulated Geometries and Domain Adaptation. Tim Houben, Thomas Huisman, Maxim Pisarenco, Tim J. Schoonbeek, Fons van der Sommen, Peter H.N. de With 

See above for slides + talk.

2. LANe: Lighting Aware Neural Fields for Compositional Scene Synthesis. Akshay Krishnan, Amir Raj, Xianling Zhang, Alexandra Katherine Carlson, Nathan Tseng, Sandhya Sridhar, Nikita Jaipuria James Hays. 

Poster

3. Controlled Illumination for Perception and Manipulation of Lambertian Objects. Arkadeep Narayan Chaudhury.

See above for slides + talk.

 
4. 3D Multi-Criteria Design Generation and Optimization of an Engine Mount for an Unmanned Air Vehicle Using a Conditional Variational Autoencoder. Sebastian Eilermann, Christoph Petroll, Philipp Hofer, Oliver Niggemann.

Poster