3D Reconstruction

Recovering shape and structure from images.

Projects

Completed

Photometric Stereo and Shape from Shading

Recovering surface normals, shape, and reflectance from images captured under varying illumination — including coloured-light, multi-spectral, and shadow-robust methods.

3D ReconstructionPhotometric Stereo

Completed

3D Reconstruction and Multi-View Stereo

Recovering accurate 3D shape from collections of images, using multi-view stereo, volumetric graph-cuts, and probabilistic depth-map fusion.

3D ReconstructionComputer Vision

Publications

• Large-Scale Data for Multiple-View StereopsisHenrik Aanæs, Rasmus Ramsbøl Jensen, George Vogiatzis, Engin Tola and Anders Bjorholm DahlInternational Journal of Computer Vision · 2016
• Our 3D Vision Data-Sets in the MakingHenrik Aanæs, Knut Conradsen, Alessandro Dal Corso, Anders Bjorholm Dahl, Alessio Del Bue, Mads Emil Brix Doest, Jeppe Revall Frisvad, Sebastian Hoppe Nesgaard Jensen, Jannik Boll Nielsen, Jonathan Dyssel Stets and George VogiatzisTechnical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) · 2015
• Large Scale Multi-view Stereopsis EvaluationRasmus Ramsbøl Jensen, Anders Bjorholm Dahl, George Vogiatzis, Engil Tola and Henrik Aanæs2014
• A Generative Model for Online Depth FusionOliver J. Woodford and George VogiatzisLecture notes in computer science · 2012
• WITHDRAWN: Video-based, real-time multi-view stereoGeorge Vogiatzis and Carlos HernándezImage and Vision Computing · 2012
• Video-based, real-time multi-view stereoGeorge Vogiatzis and Carlos HernándezImage and Vision Computing · 2011
• Video Normals from Colored LightsGabriel Brostow, Carlos Hernández, George Vogiatzis, Björn Stenger and Roberto CipollaIEEE Transactions on Pattern Analysis and Machine Intelligence · 2011
• Self-calibrated, Multi-spectral Photometric Stereo for 3D Face CaptureGeorge Vogiatzis and Carlos HernándezInternational Journal of Computer Vision · 2011
• Automatic Object Segmentation from Calibrated ImagesNeill D. F. Campbell, George Vogiatzis, Carlos Hernández and Roberto Cipolla2011
• Live 3D shape reconstruction, recognition and registrationCarlos Hernández, Frank Perbet, Minh-Tri Pham, George Vogiatzis, Oliver J. Woodford, Atsuto Maki, Björn Stenger and Roberto Cipolla2011
• Overcoming Shadows in 3-Source Photometric StereoCarlos Hernández, George Vogiatzis and Roberto CipollaIEEE Transactions on Pattern Analysis and Machine Intelligence · 2010
• Shape from Photographs: A Multi-view Stereo PipelineCarlos Hernández and George VogiatzisStudies in computational intelligence · 2010
• Practical 3D Reconstruction Based on Photometric StereoGeorge Vogiatzis and Carlos HernándezStudies in computational intelligence · 2010
• Using Multiple Hypotheses to Improve Depth-Maps for Multi-View StereoNeill D. F. Campbell, George Vogiatzis, Carlos Hernández and Roberto CipollaLecture notes in computer science · 2008
• Multiview Photometric StereoCarlos Hernández Esteban, George Vogiatzis and Roberto CipollaIEEE Transactions on Pattern Analysis and Machine Intelligence · 2008
• Automatic 3D object segmentation in multiple views using volumetric graph-cutsNeill D. F. Campbell, George Vogiatzis, Carlos Hernández and Roberto CipollaImage and Vision Computing · 2008
• Shadows in Three-Source Photometric StereoCarlos Hernández, George Vogiatzis and Roberto CipollaLecture notes in computer science · 2008
• Multiview Stereo via Volumetric Graph-Cuts and Occlusion Robust Photo-ConsistencyGeorge Vogiatzis, Carlos Hernández Esteban, Philip H. S. Torr and Roberto CipollaIEEE Transactions on Pattern Analysis and Machine Intelligence · 2007
• Non-rigid Photometric Stereo with Colored LightsCarlos Hernández, George Vogiatzis, Gabriel Brostow, Björn Stenger and Roberto Cipolla2007
• Probabilistic visibility for multi-view stereoCarlos Hernández, George Vogiatzis and Roberto Cipolla2007
• Automatic 3D Object Segmentation in Multiple Views using Volumetric Graph-CutsNeill D. F. Campbell, George Vogiatzis, Cristina Hernandez and Roberto Cipolla2007
• Reconstructing relief surfacesGeorge Vogiatzis, Philip H. S. Torr, Steven M. Seitz and Roberto CipollaImage and Vision Computing · 2007
• Reconstruction in the Round Using Photometric Normals and Silhouettes.George Vogiatzis, Carlos Hernández and Roberto Cipolla2006
• Lighting-Up Geometry: Accurate 3D Modelling of Museum Artifacts with a Torch and a CameraGeorge Vogiatzis, Carlos Hernández and Roberto CipollaCambridge University Engineering Department Publications Database · 2006
• Multi-View Stereo via Volumetric Graph-CutsGeorge Vogiatzis, Philip H. S. Torr and Roberto Cipolla2005
• Using frontier points to recover shape, reflectance and illuminationGeorge Vogiatzis, Paolo Favaro and Roberto Cipolla2005
• Reconstructing Relief SurfacesGeorge Vogiatzis, Philip H. S. Torr, Steven M. Seitz and Roberto Cipolla2004
• Bayesian Stochastic Mesh Optimization for 3D reconstructionGeorge Vogiatzis, Philip H. S. Torr and Roberto Cipolla2003