Selected Publications

Visual Computing | Selected Publications

Selected Publications

For a complete list of all publications, see here.

2024

		W. Morgenstern, F. Barthel, A. Hilsmann, P. Eisert, Compact 3D Scene Representation via Self-Organizing Gaussian Grids, Proc. European Converence on Computer Vision (ECCV), Milan, Italy, Sept. 2024. [arXiv]
		N. Gard, A. Hilsmann, P. Eisert, SPVLoc: Semantic Panoramic Viewport Matching for 6D Camera Localization in Unseen Environments, Proc. European Converence on Computer Vision (ECCV), Milan, Italy, Sept. 2024. [arXiv]
		F. Barthel, A. Beckmann, W. Morgenstern, A. Hilsmann, P. Eisert, Gaussian Splatting Decoder for 3D-aware Generative Adversarial Networks, Proc. CVPR Workshop on Generative Models for Computer Vision, Seattle, US, June 2024. [arXiv], [project page]
		P. Knoll, W. Morgenstern, A. Hilsmann, P. Eisert, Animating NeRFs from Texture Space: A Framework for Pose-Dependent Rendering of Human Performances, Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP), Rome, Italy, Feb. 2024. [arXiv]
		F. Barthel, A. Hilsmann, P. Eisert, Multi-view Inversion for 3D-aware Generative Adversarial Networks, Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP), Rome, Italy, Feb. 2024. [arXiv], [project page]

2023

		W. Morgenstern, N. Gard, S. Baumann, A. Hilsmann, P. Eisert, X-maps: Direct Depth Lookup for Event-based Structured Light Systems, Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, Jun. 2023. [URL], [project page]
		W. Paier, A. Hilsmann, P. Eisert, Unsupervised Learning of Style-Aware Facial Animation from Real Acting Performances, Graphical Models, 2023. [arXiv]

2022

		N. Gard, A. Hilsmann, P. Eisert, CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation, Proc. British Machine Vision Conference (BMVC), London, UK, Nov. 2022. [URL], [arXiv], [project page]
		M. Worchel, R. Diaz, W. Hu, O. Schreer, I. Feldmann, P. Eisert, Multi-View Mesh Reconstruction with Neural Deferred Shading, Proc. Computer Vision and Pattern Recognition (CVPR), New Orleans, US, pp. 6187-6197, June 2022. [URL], [project page]
		N. Gard, A. Hilsmann, P. Eisert, Combining Local and Global Pose Estimation for Precise Tracking of Similar Objects, Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP), vol. 5, pp. 745-756, Feb. 2022. doi: 10.5220/0010882700003124. [arXiv]

2021

		C. Seibold, A. Hilsmann, P. Eisert, Feature Focus: Towards Explainable and Transparent Deep Face Morphing Attack Detectors, MDPI Computers, vol. 10, no. 9, pp. 117-134, Sep. 2021. doi: 10.1109/MCG.2021.3068035. [URL]
		W. Paier, A. Hilsmann, P. Eisert, Example-Based Facial Animation of Virtual Reality Avatars using Auto-Regressive Neural Networks, IEEE Computer Graphics and Applications, vol. 41, no. 4, pp. 52-63, July 2021. doi: 10.1109/MCG.2021.3068035. [URL]
		M. Linaza, J. Posada, J. Bund, P. Eisert, M. Quartulli, J. Döllner, A. Pagani, I. Olaizola, A. Barriguinha, H. Moysiadis, L. Lucat, Data-driven Applications based on Artificial Intelligence for the Green Revolution, MDPI agronomy, Special Issue on Data-Driven Agricultural Innovations, vol. 11, no. 1227, June 2021. doi: 10.3390/agronomy11061227. [URL]

2020

		C. Seibold, A. Hilsmann, P. Eisert, Accurate and Robust Neural Networks for Face Morphing Attack Detection, Journal of Information Security and Applications, vol. 53, no. 102526, Aug. 2020. [URL]
		A. Hilsmann, P. Fechteler, W. Morgenstern, W. Paier, I. Feldmann, O. Schreer, P. Eisert, Going beyond Free Viewpoint: Creating Animatable Volumetric Video of Human Performances, IET Computer Vision, Apr. 2020. [URL]
		W. Paier, A. Hilsmann, P. Eisert, Interactive Facial Animation with Deep Neural Networks, IET Computer Vision, 2020. [URL]

2019

		C. Seibold, A. Hilsmann, P. Eisert, Style Your Face Morph and Improve Your Face Morphing Attack Detector, Proc. 18th Int. Conf. of the Biometrics Special Interest Group (BIOSIG 2019), Darmstadt, Germany, Sep. 2019. [arXiv]
		P. Fechteler, A. Hilsmann, P. Eisert, Markerless Multiview Motion Capture with 3D Shape Model Adaptation, Computer Graphics Forum, vol. 38, no. 6, pp. 91-109, Sep. 2019. doi: 10.1111/cgf.13608. [PDF]
		N. Gard, A. Hilsmann, P. Eisert, Projection Distortion-based Object Tracking in Shader Lamp Scenarios, IEEE Trans. on Visualization and Computer Graphics, Aug. 2019. doi: 10.1109/TVCG.2019.2932223. [PDF]

2018

		E. Wisotzky, F. Uecker, P. Arens, S. Dommerich, A. Hilsmann, P. Eisert, Intraoperative Hyperspectral Determination of Human Tissue Properties, Journal of Biomedical Optics, vol. 23, no. 9, Sep. 2018. doi: 10.1117/1.JBO.23.9.091409 [PDF]
		J. Künzel, T. Werner, R. Möller, P. Eisert, J. Waschnewski, R. Hilpert, Automatic Analysis of Sewer Pipes Based on Unrolled Monocular Fisheye Images, Proc. IEEE Winter Conf. on Applications of Computer Vision (WACV), Lake Tahoe, USA, Mar. 2018. [arXiv]

2017

		C. Seibold, W. Samek, A. Hilsmann, P. Eisert, Detection of Face Morphing Attacks by Deep Learning, Proc. 16th Int. Workshop on Digital Forensics and Watermarking (IWDW), Magdeburg, Germany, vol. 10431, Aug. 2017. [PDF]
		J. Furch, A. Hilsmann, P. Eisert, Surface Tracking Assessment and Interaction in Texture Space, Computational Visual Media, Jun. 2017. [PDF]
		C. Seibold, A. Hilsmann, P. Eisert, Model-Based Motion Blur Estimation for the Improvement of Motion Tracking, Computer Vision and Image Understanding, vol. 160, pp. 45-56, Jul. 2017. [PDF]
		W. Paier, M. Kettern, A. Hilsmann, P. Eisert, Hybrid Approach for Facial Performance Analysis and Editing, IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 4, pp. 784-797, Apr. 2017.

2016

P. Fechteler, A. Hilsmann, P. Eisert
Example-based Body Model Optimization and Skinning, Proc. Eurographics, short paper, Lisbon, Portugal, May 2016.

2015

		W. Paier, M. Kettern, A. Hilsmann, P. Eisert, Video-based Facial Re-Animation, Proc. European Conference on Visual Media Production (CVMP), London, UK, Nov. 2015.
		J. Furch, A. Hilsmann, P. Eisert, A Framework for Image-based Asset Generation and Animation, Proc. IEEE International Conference on Image Processing (ICIP), Quebec, Canada, Sep. 2015.

2014

D. Blumenthal-Barby, P. Eisert,
High-Resolution Depth For Binocular Image-Based Modelling, Computers & Graphics, vol. 39, pp. 89-100, Apr. 2014.

2013

		A. Hilsmann, P. Fechteler, P. Eisert, Pose Space Image Based Rendering, Computer Graphics Forum, vol 32, no 2, (Proc. of Eurographics 2013), Girona, Spain, May 2013.
		J. Furch, P. Eisert, An Iterative Method for Improving Feature Matches, Proc. Int. Conf. on 3D Vision (3DV), Seattle, USA, June 2013.

2012

		Anna Hilsmann, Peter Eisert, Image-based Animation of Clothes, Proc. Eurographics, short paper, Cagliari, Italy, May 2012.
		P. Kauff, O. Schreer, C. Weissig, J.-C. Rosenthal, P. Eisert, Geometrical Design Concept for Panoramic 3D Video Acquisition, Proc. Eusipco, Bucharest, Romania, Aug. 2012.

2011

		A. Hilsmann, D. C. Schneider, P. Eisert, Template-free Shape from Texture with Perspective Cameras, Proc. British Machine Vision Conference (BMVC), Dundee, UK, Aug 2011.
		D. C. Schneider, M. Kettern, A. Hilsmann, P. Eisert, Deformable Image Alignment as a Source of Stereo Correspondences on Portraits, CVPR 2011 Workshop NORDIA, Colorado Springs, USA, June 2011.
		D. C. Schneider, A. Hilsmann, P. Eisert, Warp-based Motion Compensation for Endoscopic Kymography, Proc. Eurographics, short paper, Llandudno, UK, Apr. 2011.

2010

		D. C. Schneider, P. Eisert, Algorithms for Automatic and Robust Registration of 3D Head Scans, Journal of Virtual Reality and Broadcasting, vol. 7, no. 7, pp. 1-15, Oct. 2010.
		P. Eisert, C. Jacquemin, A. Hilsmann, Virtual Jewel Rendering for Augmented Reality Environments, Proc. International Conference on Image Processing (ICIP), Hong Kong, pp. 1813-1816, Sep. 2010.
		D. Schneider, A. Hilsmann, P. Eisert, Patch-based Reconstruction and Rendering of Human Heads, Proc. International Conference on Image Processing (ICIP), Hong Kong, pp. 13-16, Sep. 2010.
		A. Hilsmann, D. C. Schneider, P. Eisert, Realistic Cloth Augmentation in Single View Video under Occlusions, Computers & Graphics, vol. 34, no. 5, pp. 567-574, June 2010.

2009

		A. Hilsmann, P. Eisert, Joint Estimation of Deformable Motion and Photometric Parameters in Single View Video, Proc. ICCV Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA), Kyoto, Japan, pp. 390-397, Sep. 2009.
		P. Fechteler, P. Eisert, Adaptive Colour Classification for Structured Light Systems, IET Journal of Computer Vision, vol. 3, no. 2, pp. 49-59, June 2009.
		A. Hilsmann, P. Eisert, Tracking and Retexturing Cloth for Real-Time Virtual Clothing Applications, Proc. Mirage 2009, Rocquencourt, France, no. 5496, pp. 94-105, May 2009.
		A. Jurgelionis, P. Fechteler, P. Eisert, F. Bellotti, H. David, J. Laulajainen, R. Carmichael, V. Poulopoulos, A. Laikari, P. Perälä, A. De Gloria, C. Bouras, Platform for Distributed 3D Gaming, International Journal of Computer Games Technology, Special Issue on Cyber Games and Interactive Entertainment, no. 1, Jan. 2009. [URL]

2008

		P. Fechteler, P. Eisert, Low Delay Streaming of Computer Graphics, Proc. International Conference on Image Processing (ICIP), San Diego, USA, pp. 2704-2707, Oct. 2008.
		P. Eisert, P. Fechteler, J. Rurainsky, 3-D Tracking of Shoes for Virtual Mirror Applications, Proc. Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, June 2008.
		A. Hilsmann, P. Eisert, Tracking and Augmenting Deformable Surfaces with Optical Flow in the Presence of Self Occlusion, CVPR Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA), Anchorage, Alaska, June 2008, best paper award.

2006 - 2004

		P. Eisert, J. Rurainsky, Geometry-Assisted Image-based Rendering for Facial Analysis and Synthesis, Signal Processing: Image Communication, vol. 21, no. 6, pp. 493-505, July 2006.
		K. Müller, A. Smolic, M. Kautzner, P. Eisert, T. Wiegand, Predictive Compression of Dynamic 3D Meshes, Proc. International Conference on Image Processing (ICIP), Genova, Italy, vol. I, pp. 621-624, Sep. 2005.
		P. Eisert, 3-D Geometry Enhancement by Contour Optimization in Turntable Sequences, Proc. International Conference on Image Processing (ICIP), Singapore, pp. 3021-3024, Oct. 2004.

2003 - 2001

		I. Feldmann, P. Eisert, P. Kauff, Extension of Epipolar Image Analysis to Circular Camera Movements, Proc. International Conference on Image Processing (ICIP), Barcelona, Spain, pp. 697-700, Sep. 2003.
		P. Eisert, MPEG-4 Facial Animation in Video Analysis and Synthesis, International Journal of Imaging Systems and Technology, vol. 13, no. 5, pp. 245-256, Mar. 2003.
		P. Eisert, B. Girod, Model-based Enhancement of Lighting Conditions in Image Sequences, Proc. Visual Computation and Image Processing (VCIP), San Jose, USA, pp. 260-267, Jan. 2002, young investigator award.

2000 - 1998

		P. Eisert, T. Wiegand, B. Girod, Model-Aided Coding: A New Approach to Incorporate Facial Animation into Motion-Compensated Video Coding, IEEE Transactions on Circuits and Systems for Video Technology, vol. 10, no. 3, pp. 344-358, Apr. 2000.
		P. Eisert, E. Steinbach, B. Girod, Multi-hypothesis, Volumetric Reconstruction of 3-D Objects from Multiple Calibrated Camera Views, Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Phoenix, USA, pp. 3509-3512, Mar. 1999.
		P. Eisert, B. Girod, Analyzing Facial Expressions for Virtual Conferencing, IEEE Computer Graphics and Applications, vol. 18, no. 5, pp. 70-78, Sep. 1998.
		F. Hartung, P. Eisert, B. Girod, Digital Watermarking of MPEG-4 Facial Animation Parameters, Computer and Graphics, vol. 22, no. 4, pp. 425-435, July 1998.

Humboldt-Universität zu Berlin - Mathematisch-Naturwissenschaftliche Fakultät - Visual Computing