SIGNeRF: Scene Integrated Generation for Neural Radiance Fields
Jan-Niklas Dihlmann, Andreas Engelhardt, Hendrik P. A. Lensch
CVPR 2024
[Project Page] [Paper] [Code] [Videos]

SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
Andreas Engelhardt, Amit Raj,  Mark Boss, Yunthi Zhang, Abhishek Kar, Yuanzhen Li, Deqing Sun, Rcardo Martin Brualla, Jonathan T. Barron, Hendrik P. A. Lensch and Varun Jampani 
CVPR 2024
[Project Page] [Paper] [Video]

ViPE: Visualise Pretty Much Everything

Hassan Shahmohammadi , Adhiraj Ghosh, Hendrik PA Lensch
EMNLP 2023 (Outstanding Paper Award)
[ Paper ] [ Code ] [ Video ] [ Huggingface Demo] [Project Page]

Language with Vision: a Study on Grounded Word and Sentence Embeddings
Hassan Shahmohammadi , Maria Heitmeier, Elnaz Shafaei-Bajestan,   Hendrik PA Lensch ,  R. Harald Baayen
Behavior Research Methods 2023
[ Paper ] [ Code ] 

Zero-shot Translation of Attention Patterns in VQA Models to Natural Language.
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch and Zeynep Akata
German Conference on Pattern Recognition, 2023

CLEVR-X: A visual reasoning dataset for natural language explanations

Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch and Zeynep Akata
Springer Lecture Notes on Artificial Intelligence, 2022
[Paper] | [Project page] | [Code]
This was also presented at the CVPR 2022 Workshop on Explainable AI for Computer Vision (XAI4CV).

Local Attention Guided Joint Depth Upsampling

Arijit Mallick, Andreas Engelhardt, Raphael Braun, Hendrik P. A. Lensch
Vision, Modeling and Visualization (VMV) 2022, DOI = {10.2312/vmv.20221197}
[Paper] [Project Page]

Diverse Video Captioning by Adaptive Spatio-temporal Attention

 Zohreh Ghaderi, Leonard Salewski, Hendrik P. A. Lensch
DAGM German Conference on Pattern Recognition (DAGM GCPR) 2022, DOI: 10.1007/978-3-031-16788-1_25
[Paper] [Code] [Project Page]

GGNN: Graph-based GPU Nearest Neighbor Search
Fabian Groh, Lukas Ruppert, Patrick Wieschollek, Hendrik P. A. Lensch
IEEE Transactions on Big Data, DOI: 10.1109/TBDATA.2022.3161156
[Paper] [Code] [Project Page]

SpatialDETR: Robust Scalable Transformer-Based 3D Object Detection from Multi-View Camera Images with Global Cross-Sensor Attention
Simon Doll, Richard Schulz, Lukas Schneider, Viviane Benzin, Markus Enzweiler, and Hendrik P.A. Lensch
ECCV 2022
[Paper] [Project Page]

An open-source smartphone app for the quantitative evaluation of thin-layer chromatographic analyses in medicine quality screening

Cathrin Hauk, Mark Boss, Julia Gabel, Simon Schäfermann, Hendrik P. A. Lensch & Lutz Heide
Nature Scientific Reports 12, Article number: 13433 (2022), DOI: 10.1038/s41598-022-17527-y
[Paper] [Code] [Project Page]

Visual grounding of abstract and concrete words: A response to Guenther et al. (2020)
Hassan Shahmohammadi , Maria Heitmeier, Elnaz Shafaei-Bajestan,   Hendrik PA Lensch ,  R. Harald Baayen

The Mental Lexicon 2022

[Paper ] [ Code ] 

SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections.
Mark Boss, Andreas Engelhardt, Abhishek Kar, Yuanzhen Li, Deqing Sun, Jonathan T. Barron, Hendrik P. A. Lensch, and Varun Jampani
NeurIPS 2022
[Paper][Project Page]

Tetrahedra of Varying Density and their Applications
Dennis R. Bukenberger, Hendrik P. A. Lensch.
CGI 2021, DOI: 10.1007/s00371-021-02189-0
[Paper] [Video] [Results] [Bibtex] [Project Page]

At-Most-Hexa Meshes
Dennis R. Bukenberger, Marco Tarini, Hendrik P. A. Lensch.
CGF 2021, DOI: 10.1111/cgf.14393
[Paper] [Results] [Bibtex] [Project Page]

Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training
Hassan Shahmohammadi ,  Hendrik PA Lensch ,  R. Harald Baayen
CoNLL 2021 : Conference on Computational Natural Language Learning
[ Paper ] [ Code ] [Video]

Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition.
Mark Boss, Varun Jampani, Raphael Braun, Ce Liu, Jonathan T. Barron and Hendrik P. A. Lensch
Neurips 2021
[Paper][Project Page]

NeRD: Neural Reflectance Decomposition from Image Collections.
Mark Boss, Raphael Braun, Varun Jampani, Jonathan T. Barron, Ce Liu and Hendrik P. A. Lensch
ICCV 2021
[Paper][Project Page]

EMCA: Explorer of Monte Carlo based Algorithms
Lukas Ruppert, Christoph Kreisl, Nils Blank, Sebastian Herholz, Hendrik P. A. Lensch
VMV 2021
[Paper] [Code] [Project Page]

Be Water my Friend: Mesh Assimilation
Dennis R. Bukenberger, Hendrik P. A. Lensch.
CGI 2021, DOI: 10.1007/s00371-021-02183-6
[Paper] [Video] [Results] [Bibtex] [Project Page]

Robust Fitting of Parallax-Aware Mixtures for Path Guiding
Lukas Ruppert, Sebastian Herholz, Hendrik P. A. Lensch
SIGGRAPH 2020
[Paper] [BibTeX] [Code] [Project Page]

Two-shot Spatially-varying BRDF and Shape Estimation.
Mark Boss, Varun Jampani, Kihwan Kim, Hendrik P. A. Lensch, and Jan Kautz
CVPR 2020
[Paper][Code][Dataset][Project Page]

Applying Visual Analytics to Physically Based Rendering.

Gerard Simons, Sebastian Herholz, Victor Petitjean, Tobias Rapp, Marco Ament, Hendrik P. A. Lensch, Carsten Dachsbacher, Martin Eisemann, Elmar Eisemann

Computer Graphics Forum - 2018.

[Paper] [Bibtex] [Project Page]

Will People Like Your Image? Learning the Aesthetic Space.
Katharina Schwarz, Patrick Wieschollek, Hendrik P. A. Lensch.
WACV 2018.
[Paper] [Bibtex] [Code] [Project Page]

Flex-Convolution (Million-Scale Pointcloud Learning Beyond Grid-Worlds).
Fabian Groh, Patrick Wieschollek, Hendrik P. A. Lensch.
ACCV 2018
[Paper] [Code] [Project Page]

A Computational Camera with Programmable Optics for Snapshot High-Resolution Multispectral Imaging

Jieen Chen, Michael Hirsch , Bernhard Eberhardt, and Hendrik P.A. Lensch

ACCV 2018 [Bibtex]

Hierarchical Quad Meshing of 3D Scanned Surfaces.
Dennis R. Bukenberger, Hendrik P. A. Lensch.
SGP 2018, DOI: 10.1111/cgf.13497
[Paper] [Results] [Bibtex] [Project Page]

A Unified Manifold Framework for Efficient BRDF Sampling based on Parametric Mixture Models.

Sebastian Herholz, Oskar Elek, Jens Schindel, Jaroslav Křivánek, Hendrik P. A. Lensch

Proceedings of EGSR (Experimental Ideas & Implementations), June 2018.

[Paper] [Bibtex] [Project Page]

Multi-View Continuous Structured Light Scanning.
Fabian Groh, Benjamin Resch, Hendrik P. A. Lensch
GCPR 2017 (oral).
[Paper] [Bibtex] [Project Page]

Learning Blind Motion Deblurring.
Patrick Wieschollek, Michael Hirsch, Bernhard Schölkopf, Hendrik P.A. Lensch
ICCV 2017.
[Paper] [Code] [Project Page]

Learning Robust Video Synchronization without Annotations.
Patrick Wieschollek, Ido Freeman, Hendrik P.A. Lensch
ICMLA 2017 (Oral).
[Paper]

A Phase-coded Aperture Camera with Programmable Optics
Jieen Chen, Michael Hirsch, Rainer Heintzmann, Bernhard Eberhardt, Hendrik P. A. Lensch
Electronic Imaging 2017 [Paper][URL]

EmoTune - Changing Emotional Response to Images.
Katharina Schwarz, Christian Fuchs, Manuel Finckh, Hendrik P. A. Lensch.
CIC Color and Imaging Conference 2017 (oral). Best Student Paper Award.
[Paper] [Bibtex] [Project Page]

Improved IR-Colorization using Adversarial Training
and Current Deep Learning Design Patterns
Matthias Limmer and Hendrik P.A. Lensch
BMVC 2017.
[Paper]

Stereo-consistent Contours in Object Space.
Dennis R. Bukenberger, Katharina Schwarz, Hendrik P. A. Lensch.
CGF 2017, DOI: 10.1111/cgf.13291
[Paper] [Bibtex] [Project Page]

Auto-Illustrating Poems and Songs with Style.

Katharina Schwarz, Tamara L. Berg, Hendrik P. A. Lensch.

ACCV 2016 (oral), pp. 87-103.

[Paper] [Bibtex] [Project Page]

Infrared Colorization Using Deep Convolutional Neural Networks
Matthias Limmer and Hendrik P. A. Lensch
ICMLA 2016 (oral)
[Paper]

Robust Deep-Learning-Based Road-Prediction for Augmented Reality Navigation Systems at Night
Matthias Limmer, Julian Forster, Dennis Baudach, Florian Schüle, Roland Schweiger and Hendrik P. A. Lensch.
ITSC 2016 (oral).
[Paper]

Acquiring 4D Light Fields of Self-Luminous Extended Light Sources Using Programmable Filter
Motohiro Nakamura, Shinnosuke Oya, Takahiro Okabe, and Hendrik P. A. Lensch.
IEICE TRANSACTIONS on Information and Systems, Vol. E99-D, No. 9, pp. 2360-2367 (2016).

Dense and Occlusion-Robust Multi-View Stereo for Unstructured Videos.

Jian Wei, Benjamin Resch, Hendrik P. A. Lensch.

CRV 2016 (Oral).

[Paper] [Bibtex] [Project Page]

Efficient Large-scale Approximate Nearest Neighbor Search on the GPU.

Patrick Wieschollek, Oliver Wang, Alexander Sorkine-Hornung, Hendrik P.A. Lensch.

CVPR 2016.

[Paper] [Project Page]

Product Importance Sampling for Light Transport Path Guiding

Sebastian Herholz, Oskar Elek, Jirka Vorba, Hendrik P. A. Lensch, Jaroslav Krivanek.

Computer Graphics Forum (EGSR '16), 35(6), 2016.

[Paper] [Bibtex] [Project Page]

Learning Where to Search Using Visual Attention

Alina Kloss, Daniel Kappler, Hendrik P. A. Lensch, Martin Butz, Stefan Schaal, Jeannette Bohg.

Proceedings of the IEEE/RSJ Conference on Intelligent Robots and Systems, IEEE, IROS, October 2016 Accepted.

Backscattering elimination in fog for advanced driver assistance systems with LED matrix headlights

Martin Bürker and Hendrik P. A. Lensch

ITSC 2016

End-to-End Learning for Image Burst Deblurring.
Patrick Wieschollek, Michael Hirsch, Hendrik P.A. Lensch, Bernhard Schölkopf
ACCV 2016 (oral).
[Paper] [Project Page]

Real Time Direct Visual Odometry for Flexible Multi-Camera Rigs
Benjamin Resch, Jian Wei and Hendrik P. A. Lensch
ACCV 2016
[Paper]

Rotoscoping on Stereoscopic Images and Videos.
Dennis R. Bukenberger, Katharina Schwarz, Fabian Groh, Hendrik P. A. Lensch.
VMV 2015, DOI: 10.2312/vmv.20151265
[Paper] [Bibtex] [Project Page]

Simultaneous Estimation of Spectral Reflectance and Normal from a Small Number of Images
Masahiro Kitahara, Takahiro Okabe, Christian Fuchs, Hendrik P. A. Lensch,

In Proc. the 10th International Conference on Computer Vision Theory and Applications (VISAPP2015),
pp. 303-313, March 2015, Berlin, Germany. PDF available from http://www.pluto.ai.kyutech.ac.jp/~okabe/
 

Scalable Structure from Motion for Densely Sampled Videos

Benjamin Resch, Hendrik Lensch, Oliver Wang, Marc Pollefeys, Alexander Solkine-Hornung.

IEEE CVPR 2015 on June 8th

Project Page, Paper

Scene-Based Non-Uniformity Correction with Readout Noise Compensation

Martin Bürker and Hendrik P. A. Lensch

PSIVT 2015

On Near Optimal Lattice Quantization of Multi-Dimensional Data Points.
Manuel Finckh, Holger Dammertz, Hendrik P. A. Lensch
Computer Graphics Forum, 33(1) 2014, pp. 271-281
[Paper]

Anamorphic Pixels for Multi-Channel Superresolution.

Alexander Oberdörster, Paolo Favaro , Hendrik P. A. Lensch

Computational Photography (ICCP),2014 IEEE International Conference on May 2-4, 2014

Paper

Interactive Alignment and Image Reconstruction for Wafer-Level-Multi-Aperture Camera Systems.

Alexander Oberdörster, Andreas Brückner, Hendrik P. A. Lensch

Proc. SPIE 9217, Applications of Digital Image Processing XXXVII, 921715 (September 23, 2014)

Paper

Multi-View Depth Map Estimation With Cross-View Consistency.

Jian Wei, Benjamin Resch, Hendrik P. A. Lensch.

BMVC 2014.

Exposure control for HDR video
Martin Bürker, Christoph Rößing, and Hendrik P. A. Lensch
SPIE Europe 2014

Acquiring 4D Light Fields of Self-Luminous Light Sources Using Programmable Filter
Motohiro Nakamura, Takahiro Okabe, Hendrik P. A. Lensch,
In Proc. the 1st Workshop on Light Field for Computer Vision (LF4CV2014) in conjunction with ECCV2014,
LNCS 8926, pp. 588-599, September 2014, Zurich, Switzerland.
 

Local Image Feature Matching Improvements for Omnidirectional Camera Systems.

Benjamin Resch, Jochen Lang, Hendrik P. A. Lensch.

ICPR 2014, pp. 918-923.

Recording Light Fields with Microoptical Systems.

Alexander Oberdörster, Andreas Brückner, Hendrik P. A. Lensch.

MOC 13, Tokyo, Japan (Oct. 27-30, 2013)

Adaptive DOF for Plenoptic Cameras.

Alexander Oberdörster, Hendrik P. A. Lensch

Proceedings SPIE 8667, Multimedia Content and Mobile Devices, 86671R (March 7, 2013)

Paper

Resolution and Sensitivity of Wafer-Level Multi-Aperture Cameras
Alexander Oberdörster, Hendrik P.A. Lensch.
Journal of Electronic Imaging, 22 (1) 2013, p.11.
[Paper]

Digital focusing and re-focusing with thin multi-aperture cameras.

Alexander Oberdörster, Hendrik P. A. Lensch.

Proceedings SPIE 8299, Digital Photography VIII, 829907 (January 24, 2012)

Paper

Real-Time Disparity Map-Based Pictorial Depth Cue Enhancement.

Christoph Rößing, Johannes Hanika, Hendrik P. A. Lensch.

In Computer Graphics Forum, 31/2 (Proceedings of EUROGRAPHICS 2012), pp. 275-284.

[PDF]

An Efficient Parallel Strategy for Matching Visual Self-Similarities in Large Image Databases.

Katharina Schwarz, Tobias Häußler, Hendrik P. A. Lensch.

ECCV 2012 Ws, pp. 281-290.

[Paper] [Bibtex]

Scale Robust Multi View Stereo.

Christian Bailer, Manuel Finckh, Hendrik P. A. Lensch.

ECCV 2012.