Aaron Hertzmann
Impact in
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- Computer Graphics and Visualization Techniques
- Computer Vision and Pattern Recognition top 0.05%
- Advanced Vision and Imaging
- Human Pose and Action Recognition
- Advanced Image Processing Techniques
- Video Analysis and Summarization
- Generative Adversarial Networks and Image Synthesis
Papers in
-
- Advanced Vision and Imaging 37
- Human Pose and Action Recognition 32
- Video Analysis and Summarization 18
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- Computer Graphics and Visualization Techniques 46
- Co-authors
- David J. Fleet (12 shared papers)Brian Curless (8 shared papers)Steven M. Seitz (9 shared papers)Christoph Bregler (4 shared papers)Evangelos Kalogerakis (7 shared papers)Sam T. Roweis (3 shared papers)Rob Fergus (2 shared papers)William T. Freeman (2 shared papers)
- Journals
- ACM Transactions on Graphics (23 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (7 papers)IEEE Transactions on Visualization and Computer Graphics (6 papers)Journal of Vision (5 papers)Computer Graphics Forum (5 papers)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Aaron Hertzmann
144 papers receiving 14.4k citations
Aaron Hertzmann's Hit Papers
Peers
Comparison fields: 5 of 166
- Computer Graphics and Computer-Aided Design 3.7k
- Computer Vision and Pattern Recognition 11.7k
- Media Technology 1.5k
- Computational Mechanics 3.1k
- Control and Systems Engineering 3.3k
Countries citing papers authored by Aaron Hertzmann
This map shows the geographic impact of Aaron Hertzmann's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aaron Hertzmann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aaron Hertzmann more than expected).
Fields of papers citing papers by Aaron Hertzmann
This network shows the impact of papers produced by Aaron Hertzmann. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aaron Hertzmann. The network helps show where Aaron Hertzmann may publish in the future.
Co-authors
The 25 scholars most cited alongside Aaron Hertzmann, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 148 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Removing camera shake from a single photograph Hit paper breakdown → | 2006 | 1367 |
| 2 | Image analogies Hit paper breakdown → | 2001 | 1174 |
| 3 | Gaussian Process Dynamical Models for Human Motion Hit paper breakdown → | 2007 | 764 |
| 4 | Recovering non-rigid 3D shape from image streams Hit paper breakdown → | 2002 | 575 |
| 5 | Learning hatching for pen-and-ink illustration of surfaces Hit paper breakdown → | 2012 | 573 |
| 6 | Style machines Hit paper breakdown → | 2000 | 538 |
| 7 | Style-based inverse kinematics Hit paper breakdown → | 2004 | 509 |
| 8 | 1998 | 486 | |
| 9 | 2000 | 447 | |
| 10 | Art and the science of generative AI Hit paper breakdown → | 2023 | 391 |
| 11 | Learning 3D mesh segmentation and labeling Hit paper breakdown → | 2010 | 373 |
| 12 | Nonrigid Structure-from-Motion: Estimating Shape and Motion with Hierarchical Priors Hit paper breakdown → | 2008 | 347 |
| 13 | 2006 | 322 | |
| 14 | 2017 | 317 | |
| 15 | Gaussian Process Dynamical Models | 2005 | 306 |
| 16 | 2005 | 277 | |
| 17 | 2005 | 236 | |
| 18 | 2005 | 216 | |
| 19 | 2009 | 196 | |
| 20 | 2010 | 182 |
About Aaron Hertzmann
Aaron Hertzmann is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Computational Mechanics, Control and Systems Engineering and Cognitive Neuroscience, having authored 148 papers that have together received 15.1k indexed citations. Recurring topics across this work include Computer Graphics and Visualization Techniques (46 papers), 3D Shape Modeling and Analysis (38 papers), Advanced Vision and Imaging (37 papers), Human Motion and Animation (33 papers), Human Pose and Action Recognition (32 papers), Video Analysis and Summarization (18 papers), Aesthetic Perception and Analysis (17 papers) and Advanced Numerical Analysis Techniques (14 papers). The work is most often cited by research in Computer Graphics and Computer-Aided Design (3.7k citations), Computer Vision and Pattern Recognition (11.7k citations), Media Technology (1.5k citations), Computational Mechanics (3.1k citations) and Control and Systems Engineering (3.3k citations). Aaron Hertzmann has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include David J. Fleet, Brian Curless, Steven M. Seitz, Christoph Bregler, Evangelos Kalogerakis, Sam T. Roweis, Rob Fergus, William T. Freeman, Zoran Popović and David Salesin. Their work appears in journals such as ACM Transactions on Graphics, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Visualization and Computer Graphics, Journal of Vision and Computer Graphics Forum.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.