Aaron Hertzmann

Orcid: 0000-0001-9667-0292

According to our database1, Aaron Hertzmann authored at least 138 papers between 1998 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2018, "For contributions to computer graphics, non-photo realistic rendering, computer animation and machine learning".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Region-Aware Simplification and Stylization of 3D Line Drawings.
Comput. Graph. Forum, May, 2024

Benchmark suites instead of leaderboards for evaluating AI fairness.
Patterns, 2024

Data Attribution for Text-to-Image Models by Unlearning Synthesized Images.
CoRR, 2024

New Insights in Smooth Occluding Contours for Nonphotorealistic Rendering.
IEEE Computer Graphics and Applications, 2024

Art and Artificial Intelligence.
IEEE Computer Graphics and Applications, 2024

Segmentation-Based Parametric Painting.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023
ConTesse: Accurate Occluding Contours for Subdivision Surfaces.
ACM Trans. Graph., February, 2023

Towards Better User Studies in Computer Graphics and Vision.
Found. Trends Comput. Graph. Vis., 2023

Segmentation-Based Parametric Painting.
CoRR, 2023

Art and the science of generative AI: A deeper dive.
CoRR, 2023

The Curse of Performative User Studies.
IEEE Computer Graphics and Applications, 2023

Algebraic Smooth Occluding Contours.
Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

2022
ZoomShop: Depth-Aware Editing of Photographic Composition.
Comput. Graph. Forum, 2022

Toward Modeling Creative Processes for Algorithmic Painting.
Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022

2021
LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

ConTesse: Accurate Occluding Contours for Smooth Surfaces.
CoRR, 2021

The Role of Edges in Line Drawing Perception.
CoRR, 2021

Contact-Aware Retargeting of Skinned Motion.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

HuMoR: 3D Human Motion Model for Robust Pose Estimation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Neural Strokes: Stylized Line Drawing of 3D Shapes.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Visual Font Pairing.
IEEE Trans. Multim., 2020

Toward Quantifying Ambiguities in Artistic Images.
ACM Trans. Appl. Percept., 2020

Why Do Line Drawings Work? A Realism Hypothesis.
CoRR, 2020

Adversarial training for fast arbitrary style transfer.
Comput. Graph., 2020

Computers do not make art, people do.
Commun. ACM, 2020

Technical perspective: When the adversary is your friend.
Commun. ACM, 2020

Predicting Visual Importance Across Graphic Design Types.
Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

Contact and Human Dynamics from Monocular Video.
Proceedings of the 19th ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2020, 2020

GANSpace: Discovering Interpretable GAN Controls.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Transforming and Projecting Images into Class-Conditional Generative Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Neural Contours: Learning to Draw Lines From 3D Shapes.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Motion parallax for 360° RGBD video.
IEEE Trans. Vis. Comput. Graph., 2019

Context-Aware Asset Search for Graphic Design.
IEEE Trans. Vis. Comput. Graph., 2019

Line Drawings from 3D Models: A Tutorial.
Found. Trends Comput. Graph. Vis., 2019

Visual Indeterminacy in Generative Neural Art.
CoRR, 2019

Aesthetics of Neural Network Art.
CoRR, 2019

Learning A Stroke-Based Representation for Fonts.
Comput. Graph. Forum, 2019

View-Dependent Video Textures for 360° Video.
Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, 2019

LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators.
Proceedings of the 7th International Conference on Learning Representations, 2019

Video Motion Stylization by 2D Rigidification.
Proceedings of the 8th ACM/Eurographics Expressive Symposium, 2019

Learning from Multi-domain Artistic Images for Arbitrary Style Transfer.
Proceedings of the 8th ACM/Eurographics Expressive Symposium, 2019

Im2Pencil: Controllable Pencil Illustration From Photographs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Line Drawings from 3D Models.
CoRR, 2018

Beyond Textures: Learning from Multi-domain Artistic Images for Arbitrary Style Transfer.
CoRR, 2018

Can Computers Create Art?
CoRR, 2018

Depth Conflict Reduction for Stereo VR Video Interfaces.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Learning hierarchical shape segmentation and labeling from online repositories.
ACM Trans. Graph., 2017

Style-based exploration of illustration datasets.
Multim. Tools Appl., 2017

CollaVR: Collaborative In-Headset Review for VR Video.
Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017

Learning Visual Importance for Graphic Designs and Data Visualizations.
Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017

Video for virtual reality.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017

BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Controlling Perceptual Factors in Neural Style Transfer.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Vremiere: In-Headset Virtual Reality Video Editing.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
Preserving Color in Neural Artistic Style Transfer.
CoRR, 2016

Automatic Portrait Segmentation for Image Stylization.
Comput. Graph. Forum, 2016

A Joint Model for Who-to-Follow and What-to-View Recommendations on Behance.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
Style compatibility for 3D furniture models.
ACM Trans. Graph., 2015

Efficient Optimization for Sparse Gaussian Process Regression.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Metric Regression Forests for Correspondence Estimation.
Int. J. Comput. Vis., 2015

Deep Classifiers from Image Tags in the Wild.
Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015

Predicting Range of Acceptable Photographic Tonal Adjustments.
Proceedings of the 2015 IEEE International Conference on Computational Photography, 2015

Learning style similarity for searching infographics.
Proceedings of the 41st Graphics Interface Conference, Halifax, NS, Canada, June 3-5, 2015, 2015

MatrixWave: Visual Comparison of Event Sequence Data.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

DesignScape: Design with Interactive Layout Suggestions.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014
Learning Layouts for Single-PageGraphic Designs.
IEEE Trans. Vis. Comput. Graph., 2014

Exploratory font selection using crowdsourced attributes.
ACM Trans. Graph., 2014

A similarity measure for illustration style.
ACM Trans. Graph., 2014

Computing smooth surface contours with accurate topology.
ACM Trans. Graph., 2014

Image Classification and Retrieval from User-Supplied Tags.
CoRR, 2014

Feedback control for rotational movements in feature space.
Comput. Graph. Forum, 2014

PortraitSketch: face sketching assistance for novices.
Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

User-Specific Hand Modeling from Monocular Depth Sequences.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Collaborative filtering of color aesthetics.
Proceedings of the 10th International Symposium on Computational Aesthetics in Graphics, 2014

Recognizing Image Style.
Proceedings of the British Machine Vision Conference, 2014

Learning Latent Factor Models of Travel Data for Travel Prediction and Analysis.
Proceedings of the Advances in Artificial Intelligence, 2014

2013
Image-Based Remodeling.
IEEE Trans. Vis. Comput. Graph., 2013

Trajectory Optimization for Full-Body Movements with Complex Contacts.
IEEE Trans. Vis. Comput. Graph., 2013

Recognizing Image Style.
CoRR, 2013

Metric Regression Forests for Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2013

2012
AniPaint: Interactive Painterly Animation from Video.
IEEE Trans. Vis. Comput. Graph., 2012

Learning hatching for pen-and-ink illustration of surfaces.
ACM Trans. Graph., 2012

2011
Color compatibility from large datasets.
ACM Trans. Graph., 2011

Physics-Based Characters.
IEEE Computer Graphics and Applications, 2011

2010
Optimizing walking controllers for uncertain inputs and environments.
ACM Trans. Graph., 2010

Robust physics-based locomotion using low-dimensional planning.
ACM Trans. Graph., 2010

Feature-based locomotion controllers.
ACM Trans. Graph., 2010

Learning 3D mesh segmentation and labeling.
ACM Trans. Graph., 2010

Shape and Spatially-Varying BRDFs from Photometric Stereo.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Physics-Based Person Tracking Using the Anthropomorphic Walker.
Int. J. Comput. Vis., 2010

Non-Photorealistic Rendering and the science of art.
Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering, 2010

2009
Optimizing walking controllers.
ACM Trans. Graph., 2009

Data-driven curvature for real-time line drawing of dynamic scenes.
ACM Trans. Graph., 2009

Realistic human body movement for emotional expressiveness.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

Prioritized optimization for task-space control.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Image sequence geolocation with human travel priors.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
Correction to "Gaussian Process Dynamical Models for Human Motion".
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Gaussian Process Dynamical Models for Human Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Nonrigid Structure-from-Motion: Estimating Shape and Motion with Hierarchical Priors.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

2007
Active learning for real-time motion controllers.
ACM Trans. Graph., 2007

Specifying label layout style by example.
Proceedings of the 20th Annual ACM Symposium on User Interface Software and Technology, 2007

Isophote distance: a shading approach to artistic stroke thickness.
Proceedings of the 5th International Symposium on Non-Photorealistic Animation and Rendering, 2007

Multifactor Gaussian process models for style-content separation.
Proceedings of the Machine Learning, 2007

Physics-Based Person Tracking Using Simplified Lower-Body Dynamics.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Removing camera shake from a single photograph.
ACM Trans. Graph., 2006

Composition of complex optimal multi-character motions.
Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2006

Learning a correlated model of identity and pose-dependent body shape variation for real-time synthesis.
Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2006

Segmentation-Based 3D Artistic Rendering.
Proceedings of the Eurographics Symposium on Rendering Techniques, Nicosia, Cyprus, 2006, 2006

2005
Learning physics-based motion style with nonlinear inverse optimization.
ACM Trans. Graph., 2005

Example-Based Photometric Stereo: Shape Reconstruction with General, Varying BRDFs.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Gaussian Process Dynamical Models.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Learning Shared Latent Structure for Image Synthesis and Robotic Imitation.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Priors for People Tracking from Small Training Sets.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

A segment based probabilistic generative model of speech.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Style-based inverse kinematics.
ACM Trans. Graph., 2004

Keyframe-based tracking for rotoscoping and animation.
ACM Trans. Graph., 2004

Introduction to Bayesian learning.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Example-Based Stereo with General BRDFs.
Proceedings of the Computer Vision, 2004

Automatic Non-rigid 3D Modeling from Video.
Proceedings of the Computer Vision, 2004

2003
A Survey of Stroke-Based Rendering.
IEEE Computer Graphics and Applications, 2003

Machine Learning for Computer Graphics: A Manifesto and Tutorial.
Proceedings of the 11th Pacific Conference on Computer Graphics and Applications, 2003

Learning Non-Rigid 3D Shape from 2D Motion.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Shape and Motion under Varying Illumination: Unifying Structure from Motion, Photometric Stereo, and Multi-view Stereo.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Shape and Materials by Example: A Photometric Stereo Approach.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Different Manhattan project: automatic statistical model generation.
Proceedings of the Visualization and Data Analysis 2002, 2002

Shape analogies.
Proceedings of the 29th International Conference on Computer Graphics and Interactive Techniques, 2002

Curve Analogies.
Proceedings of the 13th Eurographics Workshop on Rendering Techniques, 2002

Fast paint texture.
Proceedings of the 2nd International Symposium on Non-Photorealistic Animation and Rendering, 2002

2001
Algorithms for Rendering in Artistic Styles.
PhD thesis, 2001

Image analogies.
Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, 2001

Texture and Shape Synthesis on Surfaces.
Proceedings of the 12th Eurographics Workshop on Rendering Techniques, 2001

Paint By Relaxation.
Proceedings of the Computer Graphics International 2001 (CGI'01), 2001

2000
Illustrating smooth surfaces.
Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques, 2000

Style machines.
Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques, 2000

Painterly rendering for video and interaction.
Proceedings of the 1st International Symposium on Non-Photorealistic Animation and Rendering, 2000

Recovering Non-Rigid 3D Shape from Image Streams.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1998
Compiling Java to a Typed Lambda-Calculus: A Preliminary Report.
Proceedings of the Types in Compilation, Second International Workshop, 1998

Painterly Rendering with Curved Brush Strokes of Multiple Sizes.
Proceedings of the 25th Annual Conference on Computer Graphics and Interactive Techniques, 1998


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