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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
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portfolio
Real-Time Light Field Reconstruction and Neural Rendering
The overall aim of this PhD project is to advance the field of immersive telepresence by developing and evaluating novel, learning based methods for real-time immersive view synthesis from a single image.
Steered-Mixture-of-Experts (SMoE)
Steered Mixtures-of-Experts (SMoE) is a regression framework for modeling and compression of 2D images, higher-dimensional imagery, including compression of light fields and light-field video, and 3D scenes.
Headset Removal for Gaze Contact in XR Applications
We are sharing the HEADSET database, a new multimodal database that consists of colored 3D point clouds, textured 3D meshes, light field (LF) images, and multi-view RGB-D images.
ColorTransferLab
ColorTransferLab is a web-based application designed to simplify and standardize the application and evaluation of diverse Color and Style Transfer Algorithms.
Director’s Cut - Cinematic VR
We are sharing the Director’s Cut database, a combined dataset for visual attention analysis in cinematic VR content. This page contains materials and related papers for the Director’s Cut research.
publications
A gradient based approach for stereoscopic error concealment
Matthias Kunter, Sebastian Knorr, Carsten Clemens, Thomas Sikora</br> Published in In the proceedings of IEEE International Conference on Image Processing, 2004A hybrid approach for error concealment in stereoscopic images
Carsten Clemens, Matthias Kunter, Sebastian Knorr, Thomas Sikora</br> Published in In the proceedings of 5th International Workshop Image Anal. Multimedia Interactive Services (WIAMIS), 2004Robust concealment for erroneous block bursts in stereoscopic images
Sebastian Knorr, Carsten Clemens, Matthias Kunter, Thomas Sikora</br> Published in In the proceedings of the 2nd International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT), 2004, 2004Structure from motion in dynamic scenes with multiple motions
Engin Tola, Sebastian Knorr, Evren Imre, Aydin Alatan, Thomas Sikora</br> Published in In the proceedings of 2nd Workshop on Immersive Communication and Broadcast Systems, 2005A geometric segmentation approach for the 3D reconstruction of dynamic scenes in 2D video sequences
Sebastian Knorr, Evren Imre, A Alatan, Thomas Sikora</br> Published in In the proceedings of 14th European Signal Processing Conference, 2006A modular scheme for 2D/3D conversion of TV broadcast
Sebastian Knorr, Evren Imre, Burak Ozkalayci, A Alatan, Thomas Sikora</br> Published in In the proceedings of Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06), 2006Prioritized sequential 3D reconstruction in video sequences with multiple motions
Evren Imre, Sebastian Knorr, A Alatan, Thomas Sikora</br> Published in In the proceedings of IEEE International Conference on Image Processing, 2006An image-based rendering (ibr) approach for realistic stereo view synthesis of tv broadcast based on structure from motion
Sebastian Knorr, Thomas Sikora</br> Published in In the proceedings of 2007 IEEE International Conference on Image Processing, 2007From 2D-to stereo-to multi-view video
Sebastian Knorr, Aljoscha Smolic, Thomas Sikora</br> Published in In the proceedings of 2007 3DTV Conference, 2007Super-resolution stereo-and multi-view synthesis from monocular video sequences
Sebastian Knorr, Matthias Kunter, Thomas Sikora</br> Published in In the proceedings of Sixth International Conference on 3-D Digital Imaging and Modeling (3DIM 2007), 2007Towards 3-D scene reconstruction from broadcast video
Evren Imre, Sebastian Knorr, Burak Özkalayci, Uugur Topay, A Alatan, Thomas Sikora</br> Published in Signal Processing: Image Communication, 2007Camera motion-constraint video codec selection
Andreas Krutz, Sebastian Knorr, Matthias Kunter, Thomas Sikora</br> Published in In the proceedings of IEEE 10th Workshop on Multimedia Signal Processing, 2008Stereoscopic 3D from 2D video with super-resolution capability
Sebastian Knorr, Matthias Kunter, Thomas Sikora</br> Published in Signal Processing: Image Communication, 2008Unsupervised object segmentation for 2D to 3D conversion
Matthias Kunter, Sebastian Knorr, Andreas Krutz, Thomas Sikora</br> Published in In the proceedings of SPIE Electronic Imaging, Stereoscopic Displays and Applications XX, 2009, 2009Verfahren zum Verarbeiten eines Videodatensatzes
Sebastian Knorr, Thomas Sikora</br> Published in Patent: DE 102007021518, 20093D-TV content creation: automatic 2D-to-3D video conversion
Liang Zhang, Carlos Vazquez, Sebastian Knorr</br> Published in IEEE Transactions on Broadcasting, 2011Basic rules for good 3D and avoidance of visual discomfort
Sebastian Knorr, Kai Ide, Matthias Kunter, Thomas Sikora</br> Published in International Broadcasting Convention (IBC), 2011Three-dimensional video postproduction and processing
Aljoscha Smolic, Peter Kauff, Sebastian Knorr, Alexander Hornung, Matthias Kunter, Marcus Müller, Manuel Lang</br> Published in Proceedings of the IEEE, 2011The avoidance of visual discomfort and basic rules for producing “good 3D” pictures
Sebastian Knorr, Kai Ide, Matthias Kunter, Thomas Sikora</br> Published in SMPTE Motion Imaging Journal, 20122D-to-3D Video Conversion: Overview and Perspectives
Carlos Vazquez, Liang Zhang, Filippo Speranza, Nils Plath, Sebastian Knorr</br> Published in Emerging Technologies for 3D Video: Creation, Coding, Transmission and Rendering, 2013Adaptive image warping for hole prevention in 3D view synthesis
Nils Plath, Sebastian Knorr, Lutz Goldmann, Thomas Sikora</br> Published in IEEE Transactions on Image Processing, 2013Method for processing a video data set
Sebastian Knorr, Thomas Sikora</br> Published in Patent: US 8,577,202, 2013Apparatus and method for compositing an image from a number of visual objects
Knorr, Sebastian; Kunter, Matthias; Welle, Benjamin; Müller-Zimmermann, Ralf; Kluth, Ronald</br> Published in Patent application: PCT/EP 2012/002533, 2013Line-preserving hole-filling for 2d-to-3d conversion
Nils Plath, Lutz Goldmann, Alexander Nitsch, Sebastian Knorr, Thomas Sikora</br> Published in In the proceedings of the 11th European Conference on Visual Media Production, 2014Method, apparatus and computer program for generating a multiview image-plus-depth format
Knorr, Sebastian; Kluth, Ronald; Plath, Nils; Poppe, Marcel</br> Published in Patent application: EP 000002775723A1, 2014Method, apparatus and computer program usable in synthesizing a stereoscopic image
Knorr, Sebastian; Plath, Nils; Kunter, Matthias</br> Published in Patent: EP 2747427, 2016A Modular Scheme for Artifact Detection in Stereoscopic Omni-Directional Images
Sebastian Knorr, Simone Croci, Aljosa Smolic</br> Published in In the proceedings of Irish Machine Vision and Image Processing Conference, 2017A framework for quality control in cinematic VR based on Voronoi patches and saliency
Simone Croci, Sebastian Knorr, Lutz Goldmann, Aljosa Smolic</br> Published in In the proceedings of 2017 International Conference on 3D Immersion (IC3D), 2017Estimation of optimal encoding ladders for tiled 360 VR video in adaptive streaming systems
Cagri Ozcinar, Ana De Abreu, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of 2017 IEEE International Symposium on Multimedia (ISM), 2017Saliency-based sharpness mismatch detection for stereoscopic omnidirectional images
Simone Croci, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of Proceedings of the 14th European Conference on Visual Media Production (CVMP 2017), 2017Deepstereobrush: Interactive depth map creation
Sebastian Knorr, Matis Hudon, Julian Cabrera, Thomas Sikora, Aljosa Smolic</br> Published in In the proceedings of IEEE International Conference on 3D Immersion (IC3D), 2018Director's cut: a combined dataset for visual attention analysis in cinematic VR content
Sebastian Knorr, Cagri Ozcinar, Colm Fearghail, Aljosa Smolic</br> Published in In the proceedings of the 15th ACM SIGGRAPH European Conference on Visual Media Production, 2018Director’s cut-analysis of VR film cuts for interactive storytelling
Colm Fearghail, Cagri Ozcinar, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of IEEE International Conference on 3D Immersion (IC3D), 2018Director’s cut-analysis of aspects of interactive storytelling for vr films
Colm Fearghail, Cagri Ozcinar, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of International Conference on Interactive Digital Storytelling, 2018Faoladh: A case study in cinematic VR storytelling and production
Declan Dowling, Colm Fearghail, Aljosa Smolic, Sebastian Knorr</br> Published in In the proceedings of International Conference on Interactive Digital Storytelling, 2018Sharpness mismatch detection in stereoscopic content with 360-degree capability
Simone Croci, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of 2018 25th IEEE International Conference on Image Processing (ICIP), 2018Analysis of intended viewing area vs estimated saliency on narrative plot structures in VR film
Colm Fearghail, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of IEEE International Conference on 3D Immersion (IC3D), 2019Creation of 360° Light Fields using Concentric Mosaics with Varying Slit Widths
Sebastian Knorr, Matthias Knoblauch, Thomas Sikora</br> Published in In the proceedings of European Light Field Imaging Workshop (ELFI), 2019Robust global and local color matching in stereoscopic omnidirectional content
Roman Dudek, Simone Croci, Aljosa Smolic, Sebastian Knorr</br> Published in Signal Processing: Image Communication, 2019Study on the Perception of Sharpness Mismatch in Stereoscopic Video
Simone Croci, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX), 2019Visual attention-aware quality estimation framework for omnidirectional video using spherical Voronoi diagram
Simone Croci, Cagri Ozcinar, Emin Zerman, Sebastian Knorr, Julian Cabrera, Aljosa Smolic</br> Published in Quality and User Experience, 2020Collision-free path planning for UAVs using efficient artificial potential field algorithm
Praveen Selvam, Gunasekaran Raja, Vasantharaj Rajagopal, Kapal Dev, Sebastian Knorr</br> Published in In the proceedings of IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 2021Color Transfer of 3D Point Clouds For XR Applications
Herbert Potechius, Thomas Sikora, Sebastian Knorr</br> Published in In the proceedings of IEEE International Conference on 3D Immersion (IC3D), 2021Deep Color Mismatch Correction In Stereoscopic 3d Images
Simone Croci, Cagri Ozcinar, Emin Zerman, Roman Dudek, Sebastian Knorr, Aljosa Smolic</br> Published in In the proceedings of IEEE International Conference on Image Processing (ICIP), 2021Detect and Avoid Considerations for Safe sUAS Operations in Urban Environments
Victor Martinez, Bilkan Ince, Praveen Selvam, Ivan Petrunin, Minguk Seo, Edward Anastassacos, Paul Royall, Adrian Cole, Antonios Tsourdos, Sebastian Knorr</br> Published in In the proceedings of IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), 2021Use of Saliency Estimation in Cinematic VR Post-Production to Assist Viewer Guidance
Colm Fearghail, Emin Zerman, Sebastian Knorr, Fang-Yi Chao, Aljosa Smolic</br> Published in In the proceedings of Irish Machine Vision and Image Processing Conference (IMVIP), 2021Visual Attention Analysis and User Guidance in Cinematic VR Film
Haoshuo Wang, Colm O’Fearghail, Emin Zerman, Karsten Braungart, Aljosa Smolic, Sebastian Knorr</br> Published in In the proceedings of IEEE International Conference on 3D Immersion (IC3D), 2021Omni-NeRF: Neural Radiance Field from 360 image captures
Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot</br> Published in In the proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2022A software test bed for sharing and evaluating color transfer algorithms for images and 3D objects
Herbert Potechius, Gunasekaran Raja, Thomas Sikora, Sebastian Knorr</br> Published in In the proceedings of ACM SIGGRAPH European Conference on Visual Media Production, 2023Expression-aware video inpainting for HMD removal in XR applications
Fatemeh Ghorbani, Karen Egiazarian, Sebastian Knorr</br> Published in In the proceedings of ACM SIGGRAPH European Conference on Visual Media Production, 2023Headset: Human emotion awareness under partial occlusions multimodal dataset
Fatemeh Ghorbani, Davi Rabbouni, Christine Guillemot, Karen Eguiazarian, Sebastian Knorr</br> Published in IEEE Transactions on Visualization and Computer Graphics, 2023LFSphereNet: Real Time Spherical Light Field Reconstruction from a Single Omnidirectional Image
Manu Gond, Emin Zerman, Sebastian Knorr, Maarten Sjöström</br> Published in In the proceedings of ACM SIGGRAPH European Conference on Visual Media Production, 2023Segmentation-based Initialization for Steered Mixture of Experts
Yi-Hsin Li, Maarten Sjöström, Sebastian Knorr, Thomas Sikora</br> Published in In the proceedings of IEEE International Conference on Visual Communications and Image Processing (VCIP), 2023Vanishing Point Aided Hash-Frequency Encoding for Neural Radiance Fields (NeRF) from Sparse 360° Input
Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot</br> Published in In the proceedings of IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2023A Novel Framework for Headset Occlusion Removal and 3D Facial Reconstruction
Fatemeh Ghorbani, Karen Eguiazarian, Sebastian Knorr</br> Published in In the proceedings of European Light Field Imaging Workshop (ELFI), 2024Adaptive Model Predictive Control-Driven Approach for Visual Detection of Micro- UAVs
Gunasekaran Raja, Selvam Essaky, Deepak Rajendran, Sai Senthivel, Sebastian Knorr, Kapal Dev</br> Published in In the proceedings of ICC 2024 - IEEE International Conference on Communications, 2024Dynamic Speckle Imaging with PCA Compression
Mikhail Levchenko, Elena Stoykova, Sebastian Knorr, Thomas Sikora</br> Published in In the proceedings of European Light Field Imaging Workshop (ELFI), 2024Enhanced Illumination Adjustment in 3D Outdoor Reconstructions via Shadow Removal through Color Transfer
Herbert Potechius, Selvam Essaky, Gunasekaran Raja, Thomas Sikora, Sebastian Knorr</br> Published in In the proceedings of Proceedings of 21st ACM SIGGRAPH Conference on Visual Media Production, 2024Extension of Colortransferlab - A Software Test bed for Sharing and Evaluating Color Transfer Algorythms
Herbert Potechius, Thomas Sikora, Sebastian Knorr</br> Published in In the proceedings of European Light Field Imaging Workshop (ELFI), 2024PLFNet: Position Aware Light Field Reconstruction
Manu Gond, Emin Zerman, Sebastian Knorr, Mårten Sjöström</br> Published in In the proceedings of European Light Field Imaging Workshop (ELFI), 2024RegSegField: Mask-Regularization and Hierarchical Segmentation for Novel View Synthesis from Sparse Inputs
Kai Gu, Thomas Maugey, Knorr Sebastian, Christine Guillemot</br> Published in In the proceedings of Proceedings of 21st ACM SIGGRAPH Conference on Visual Media Production, 2024Segmentation-Based Initialization for 3D Point Clouds Compression
Yi-Hsin Li, Sebastian Knorr, Mårten Sjöström, Thomas Sikora</br> Published in In the proceedings of European Light Field Imaging Workshop (ELFI), 2024Towards Realistic Landmark-Guided Facial Video Inpainting Based on GANs
Fatemeh Ghorbani, Karen Egiazarian, Sebastian Knorr</br> Published in In the proceedings of IS&T Electronic Imaging, Image Processing: Algorithms and Systems XXII, 2024Vanishing Point Aided Positional Encoding for Radiance Fields for Sparse and Dense 360° Input
Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot</br> Published in In the proceedings of European Light Field Imaging Workshop (ELFI), 20243D SMoE Splatting for Edge-aware Realtime Radiance Field Rendering
Yi-Hsin Li, Thomas Sikora, Sebastian Knorr, Mårten Sjöström</br> Published in In the proceedings of the SIGGRAPH Asia 2025 Conference Papers, 2025A Visual Quality of Experience Toolkit for Realistic Immersive Telepresence Applications
Manu Gond, Emin Zerman, Mohammadreza Shamshirgarha, Sebastian Knorr, Maarten Sjöström</br> Published in In the proceedings of 17th International Conference on Quality of Multimedia Experience (QoMEX), 2025Adaptive Segmentation-Based Initialization for Steered Mixture of Experts Image Regression
Yi-Hsin Li, Sebastian Knorr, Mårten Sjöström, Thomas Sikora</br> Published in IEEE Transactions on Multimedia, 2025ColorTransferLabV2: a software testbed for multi-modal color transfer, colorization, and style transfer
Herbert Potechius, Thomas Sikora, Sebastian Knorr</br> Published in Journal of Electronic Imaging, 2025Geometry-aware video inpainting for joint headset occlusion removal and face reconstruction in social extended reality
Fatemeh Ghorbani, Karen Eguiazarian, Sebastian Knorr</br> Published in Journal of Electronic Imaging, 2025Real-Time View Synthesis with Multiplane Image Network using Multimodal Supervision
Manu Gond, Mohammadreza Shamshirgarha, Emin Zerman, Sebastian Knorr, Maarten Sjöström</br> Published in In the proceedings of IEEE 27th International Workshop on Multimedia Signal Processing (MMSP), 2025Joint Depth Prediction and View Synthesis via Shared Latent Spaces in Real Time
Knorr, Sebastian; Gond, Manu; Sjöström, Marten; Zerman, Emin</br> Published in Patent application: US 63/885,419, 2025Real-Time Position-Aware View Synthesis from Single-View Input
Knorr, Sebastian; Gond, Manu; Sjöström, Marten; Zerman, Emin</br> Published in Patent application: US 63/885,420, 2025A Study of Resolution aware Video Compression for Remote Photoplethysmography
Ruben Hermann Felix Saitz, Jonas Quinque, Burkart Voß, Johannes Franz Trabert, Sebastian Knorr</br> Published in In the proceedings of the IEEE International Conference on Image Processing, 2026PVSDNet: Joint Depth Prediction and View Synthesis Via Shared Latent Spaces in Real-Time
Manu Gond, Emin Zerman, Sebastian Knorr, Mårten Sjöström</br> Published in IEEE Access, 2026Real-time position-aware view synthesis from single-view input
Manu Gond, Emin Zerman, Sebastian Knorr, Mårten Sjöström</br> Published in Signal Processing: Image Communication, 2026The Impact of Intrinsic Scene Cues on Perceived Color Transfer Quality
Herbert Potechius, Thomas Sikora, Sebastian Knorr</br> Published in In the proceedings of the IEEE International Conference on Image Processing, 2026Real-Time Spherical Light Field Reconstruction from a Single Omnidirectional Image
Knorr, Sebastian; Gond, Manu; Zerman, Emin; Sjöström, Mårten</br> Published in Patent: US 12,705,687B2, 2026talks
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