• 19.04.2020: Our work on monocular template-based non-rigid 3D tracking from a single event stream is accepted at CVPR 2021 Workshop on Event-based Vision.
• 30.03.2021: We are going to present three papers at CVPR 2021 (on quantum multi-matching, human motion transfer and human animation from a single image).
• 18.02.2021: Computer Vision and Machine Learning for Computer Graphics, SS 2021, Saarland University.
• 04.02.2021: The source code of PatchNets is now available (github link).
• 30.12.2020: The source code of Non-Rigid Neural Radiance Fields (NR-NeRF) is available (github link).
• 15.10.2020: Three papers accepted to 3DV 2020 (dense NRSfM, quantum graph matching and point set alignment).
• 29.09.2020: Our work on egocentric videoconferencing using a new device with a fisheye camera is accepted at SIGGRAPH Asia 2020.
• 27.08.2020: Our work on physically principled 3D human motion capture in real time is accepted at SIGGRAPH Asia.
• 24.08.2020: Our paper "Neural Re-Rendering of Humans from a Single Image" is featured in "ECCV 2020 Daily".

• Computer Vision and Machine Learning for Computer Graphics, SS 2021, Saarland University.
• If you are interested in a bachelor/master thesis, an internship, research immersion lab (RIL) or a HiWi position on one of the topics listed below, do not hesitate to reach me out.

• 3D Reconstruction and Tracking of Rigid and Non-Rigid Scenes and Objects
• Neural Rendering
• Point Set Registration and Matching Problems
• Quantum Algorithms for Computer Vision and Graphics
• Event-based Approaches in Vision and Graphics

2021

Quantum Permutation Synchronization. T. Birdal*, V. Golyanik*, C. Theobalt and L. Guibas. * equal contribution. Computer Vision and Pattern Recognition (CVPR), 2021. [paper] [arXiv] [project page]

High-Fidelity Neural Human Motion Transfer from Monocular Video. M. Kappel, V. Golyanik, M. Elgharib, J.-O. Henningson, H.-P. Seidel, S. Castillo, C. Theobalt and M. Magnor. Computer Vision and Pattern Recognition (CVPR), 2021; Oral. [paper] [project page]

Pose-Guided Human Animation from a Single Image in the Wild. J. S. Yoon, L. Liu, V. Golyanik, K. Sarkar, H. S. Park, and C. Theobalt. Computer Vision and Pattern Recognition (CVPR), 2021. [paper] [project page] [video]

Differentiable Event Stream Simulator for Non-Rigid 3D Tracking. J. Nehvi, V. Golyanik, F. Mueller, H.-P. Seidel, M. Elgharib and C. Theobalt. CVPR Workshop on Event-based Vision, 2021. [paper] [supplement] [source code (coming soon)] [bibtex] [project page]

Technical Reports

Style and Pose Control for Image Synthesis of Humans from a Single Monocular View. K. Sarkar, V. Golyanik, L. Liu and C. Theobalt. arXiv.org, 2021. [paper] [project page]

HumanGAN: A Generative Model of Human Images. K. Sarkar, L. Liu, V. Golyanik, and C. Theobalt. arXiv.org, 2021. [paper] [project page]

EventHands: Real-Time Neural 3D Hand Reconstruction from an Event Stream. V. Rudnev, V. Golyanik, J. Wang, H.-P. Seidel, F. Mueller, M. Elgharib and C. Theobalt. Technical Report on arXiv.org, 2020. [paper] [project page]

Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video. E. Tretschk, A. Tewari, V. Golyanik, M. Zollhöfer, C. Lassner and C. Theobalt. Technical Report on arXiv.org, 2020. [project page] [source code]

Fast Gravitational Approach for Rigid Point Set Registration with Ordinary Differential Equations. S. A. Ali, K. Kahraman, C. Theobalt, D. Stricker and V. Golyanik. arXiv.org, 2020. [paper (arXiv.org)] [project page] [bibtex]

2020

PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time. S. Shimada, V. Golyanik, W. Xu and C. Theobalt. SIGGRAPH Asia, 2020. [paper (arXiv.org)] [bibtex] [project page]

Egocentric Videoconferencing. M. Elgharib*, M. Mendiratta*, J. Thies, M. Nießner, H.-P. Seidel, A. Tewari, V. Golyanik and C. Theobalt. * equal contribution. SIGGRAPH Asia, 2020. [draft] [supplement] [bibtex] [project page]

Fast Simultaneous Gravitational Alignment of Multiple Point Sets. V. Golyanik, S. Shimada and C. Theobalt. 3DV, 2020; Oral. [draft] [bibtex] [project page]

Adiabatic Quantum Graph Matching with Permutation Matrix Constraints. M. Seelbach Benkner, V. Golyanik, C. Theobalt and M. Moeller. 3DV, 2020. [draft] [supplement] [bibtex] [project page]

Intrinsic Dynamic Shape Prior for Dense Non-Rigid Structure from Motion. V. Golyanik, A. Jonas, D. Stricker and C. Theobalt. 3DV, 2020. [draft] [bibtex] [extended version (arXiv)] [3DV talk] [project page]

Neural Dense Non-Rigid Structure from Motion with Latent Space Constraints. V. Sidhu, E. Tretschk, V. Golyanik, A. Agudo and C. Theobalt. European Conference on Computer Vision (ECCV), 2020. [paper] [supplement] [video] [bibtex] [project page (includes the ECCV talks)]

HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization. N. Qian, J. Wang, F. Müller, F. Bernard, V. Golyanik and C. Theobalt. European Conference on Computer Vision (ECCV), 2020. [paper] [supplement] [video] [bibtex] [project page]

PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations. E. Tretschk, A. Tewari, V. Golyanik, M. Zollhöfer, C. Stoll and C. Theobalt. European Conference on Computer Vision (ECCV), 2020. [paper] [supplement] [video] [bibtex] [project page (includes the ECCV talks)] [source code]

DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects. E. Tretschk, A. Tewari, M. Zollhöfer, V. Golyanik and C. Theobalt. European Conference on Computer Vision (ECCV), 2020; Spotlight [paper] [supplement] [bibtex] [arXiv] [project page (includes the ECCV talks)]

Neural Re-Rendering of Humans from a Single Image. K. Sarkar, D. Mehta, W. Xu, V. Golyanik and C. Theobalt. European Conference on Computer Vision (ECCV), 2020. Featured in "ECCV 2020 Daily" (link) [paper] [supplement] [video] [bibtex] [project page]

A Quantum Computational Approach to Correspondence Problems on Point Sets. V. Golyanik and C. Theobalt. In Computer Vision and Pattern Recognition (CVPR), 2020. [paper] [slides] [poster] [bibtex] [arXiv] [project page]

EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera. L. Xu, W. Xu, V. Golyanik, M. Habermann, L. Fang and C. Theobalt. In Computer Vision and Pattern Recognition (CVPR), 2020; Oral [paper] [supplement] [bibtex] [arXiv] [project page]

HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map. J. Malik, I. Abdelaziz, A. Elhayek, S. Shimada, S. A. Ali, V. Golyanik, C. Theobalt and D. Stricker. In Computer Vision and Pattern Recognition (CVPR), 2020. [paper] [supplement] [bibtex] [arXiv] [project page]

Robust Methods for Dense Monocular Non-Rigid 3D Reconstruction and Alignment of Point Clouds. Doctoral Dissertation, TU Kaiserslautern. V. Golyanik. Springer Vieweg Verlag, 2020. DAGM MVTec Dissertation Award 2020 [Springer] [Springer Link] [Book Flyer]

2019

Structure from Articulated Motion: Accurate and Stable Monocular 3D Reconstruction without Training Data. O. Kovalenko, V. Golyanik, J. Malik, A. Elhayek and D. Stricker. Sensors (Volume 19, Issue 20), 2019. [paper] [project page]

Accelerated Gravitational Point Set Alignment with Altered Physical Laws. V. Golyanik, C. Theobalt and D. Stricker. International Conference on Computer Vision (ICCV), 2019; [paper] [supplementary material] [poster] [bibtex] [project page]

A Shape Completion Component for Monocular Non-Rigid SLAM. Y. Su, V. Golyanik, N. Minaskan, S. A. Ali and D. Stricker. International Symposium on Mixed and Augmented Reality (ISMAR), 2019. [paper] [supplement (video, 15 MB)] [MSCC Dataset] [bibtex]

DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning Proxies. S. Shimada, V. Golyanik, E. Tretschk, D. Stricker and C. Theobalt. In International Conference on 3D Vision (3DV), 2019; Oral [paper] [poster] [presentation] [project page] [arXiv] [bibtex]

Optimising for Scale in Globally Multiply-Linked Gravitational Point Set Registration Leads to Singularities. V. Golyanik and C. Theobalt. In International Conference on 3D Vision (3DV), 2019; Spotlight [paper] [supplement (pdf)] [poster] [video] [bibtex]

FACE IT!: A Pipeline For Real-Time Performance-Driven Facial Animation. J. M. Dı́az Barros, V. Golyanik, K. Varanasi and D. Stricker. International Conference on Image Processing ICIP, 2019; Oral (Lecture) [paper] [bibtex]

IsMo-GAN: Adversarial Learning for Monocular Non-Rigid 3D Reconstruction. S. Shimada, V. Golyanik, C. Theobalt and D. Stricker. Computer Vision and Pattern Recognition Workshops (Photogrammetric Computer Vision Workshop), 2019; Oral [paper] [bibtex] [arXiv] [project page]

Consolidating Segmentwise Non-Rigid Structure from Motion. V. Golyanik, A. Jonas and D. Stricker. Machine Vision Applications (MVA), 2019; Oral [paper] [project page] [bibtex]

2018

NRGA: Gravitational Approach for Non-Rigid Point Set Registration. S. A. Ali. V. Golyanik and D. Stricker. International Conference on 3D Vision (3DV), 2018; Oral [paper] [Supplementary Video (Download, YouTube)] [poster] [bibtex]

HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model. V. Golyanik, S. Shimada, K. Varanasi and D. Stricker. EuroVR, 2018; Oral (Long Paper) [paper] [HDM-Net data set] [bibtex]

Improving Time-Of-Flight Sensor for Specular Surfaces With Shape from Polarozation. T. Yoshida, V. Golyanik, O. Wasenmüller and D. Stricker. International Conference on Image Processing (ICIP), 2018. [paper] [bibtex]

Classification of LIDAR Sensor Contaminations with Deep Neural Networks. J. K. James, G. Puhlfürst, V. Golyanik and D. Stricker. ACM Chapters Computer Science in Cars Symposium (CSCS), 2018; Oral [paper] [bibtex]

2017

Multiframe Scene Flow with Piecewise Rigid Motion. V. Golyanik, K. Kim, R. Maier, M. Nießner, D. Stricker and J. Kautz. International Conference on 3D Vision (3DV), 2017; Spotlight Oral [paper] [arXiv] [supplementary material] [poster] [bibtex]

Scalable Dense Monocular Surface Reconstruction. M.D.Ansari, V. Golyanik and D. Stricker. International Conference on 3D Vision (3DV), 2017. [paper] [arXiv] [bibtex]

High-Dimensional Model for Dense Monocular Surface Recovery. V. Golyanik and D. Stricker. International Conference on 3D Vision (3DV), 2017. [paper] [bibtex]

Introduction to Coherent Depth Fields for Dense Monocular Surface Recovery. V. Golyanik, T. Fetzer and D. Stricker. British Machine Vision Conference (BMVC), 2017. [paper] [supplementary video] [bibtex]

Towards Scheduling Hard Real-Time Image Processing Tasks on a Single GPU. V. Golyanik, M. Nasri and D. Stricker. International Conference on Image Processing (ICIP), 2017. [paper] [bibtex]

A Framework for an Accurate Point Cloud Based Registration of Full 3D Human Body Scans. V. Golyanik, G. Reis, B. Taetz and D. Stricker. Machine Vision Applications (MVA), 2017. [paper] [bibtex]

Dense Batch Non-Rigid Structure from Motion in a Second. V. Golyanik and D. Stricker. Winter Conference on Applications of Computer Vision (WACV), 2017. [paper] [supplementary video] [poster] [bibtex]

Accurate 3D Reconstruction of Dynamic Scenes from Monocular Image Sequences with Severe Occlusions. V. Golyanik, T. Fetzer and D. Stricker. Winter Conference on Applications of Computer Vision (WACV), 2017. [paper] [supplementary material] [poster] [arXiv] [bibtex]

2016

NRSfM-Flow: Recovering Non-Rigid Scene Flow from Monocular Image Sequences. V. Golyanik, A. S. Mathur and D. Stricker. British Machine Vision Conference (BMVC), 2016. [paper] [extended abstract] [poster] [supplementary video] [bibtex]

Joint Pre-Alignment and Robust Rigid Point Set Registration. V. Golyanik, B. Taetz and D. Stricker. International Conference on Image Processing (ICIP), 2016. [paper] [bibtex]

Gravitational Approach for Point Set Registration. V. Golyanik, S. A. Ali and D. Stricker. Computer Vision and Pattern Recognition (CVPR), 2016. [paper] [supplementary material] [bibtex]

Extended Coherent Point Drift Algorithm with Correspondence Priors and Optimal Subsampling. V. Golyanik, B. Taetz, G. Reis and D. Stricker. Winter Conference on Applications of Computer Vision (WACV), 2016. [paper] [poster] [bibtex] [WACV Talk]

Occlusion-Aware Video Registration for Highly Non-Rigid Objects. B. Taetz, G. Bleser, V. Golyanik and D. Stricker. Winter Conference on Applications of Computer Vision (WACV), 2016. Best Paper Award. [paper] [supplementary material] [bibtex] [WACV Talk]

2015

Precise and Automatic Anthropometric Measurement Extraction using Template Registration. O. Wasenmüller, J. C. Peters, V. Golyanik and D. Stricker. International Conference on 3D Body Scanning Technologies (3DBST), 2015. [paper] [bibtex]

• since Sept.2018:
  Researcher at Max Planck Institute (MPI) for Informatics
• Jan.2016 - Sept.2018:
  Researcher at German Center for Artificial Intelligence (DFKI),
  Augmented Vision Department, Kaiserslautern, Germany
• Oct.2016 - April.2017:
  Visiting Research Intern at NVIDIA, Santa Clara, CA, USA
• March.2014 - Dec.2015:
  Researcher at the University of Kaiserslautern, Department of Computer Science,
  Augmented Vision Lab (operated in cooperation with DFKI)