Aaron Hertzmann

Principal Scientist

Creative Intelligence Lab, San Francisco

Aaron Hertzmann received a BA in computer science and art & art history from Rice University in 1996, and a PhD in computer science from New York University in 2001. He was a Professor at University of Toronto for 10 years, and has also worked at Pixar Animation Studios, University of Washington, Microsoft Research, Mitsubishi Electric Research Lab, and Interval Research Corporation. He is an ACM Distinguished Scientist and IEEE Senior Member, and holds courtesy faculty appointments at University of Washington and University of Toronto.

His awards include the MIT TR100 (2004), an Ontario Early Researcher Award (2005), a Sloan Foundation Fellowship (2006), a Microsoft New Faculty Fellowship (2006), a UofT CS teaching award (2008), the CACS/AIC Outstanding Young CS Researcher Award (2010), the Steacie Prize for Natural Sciences (2010), and Rice Outstanding Young Engineering Alumnus (2011).

For more information, see his:

My Publications

Controlling Perceptual Factors in Neural Style Transfer

Gatys, L., Ecker, A., Bethge, M., Hertzmann, A., Shechtman, E. (Jul. 21, 2017)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Automatic Portrait Segmentation for Image Stylization

Shen, X., Sachs, I., Paris, S., Hertzmann, A., Shechtman, E., Price, B., Jia, J. (May. 1, 2016)
Eurographics 2016.

Learning style similarity for searching infographics

Saleh, B., Dontcheva, M., Hertzmann, A., Liu, L. (Jun. 3, 2015)
Proceedings of Graphics Interface Conference

MatrixWave: Visual comparison of event sequence data

Zhao, J., Liu, L., Dontcheva, M., Hertzmann, A., Wilson, A. (Apr. 18, 2015)
Proceedings of ACM Conference on Human Factors and Computing Systems (SIGCHI)

Recognizing Image Style

Karayev, S., Hertzmann, A., Winnemöller, H., Agarwala, A., Darrell, T. (Sep. 1, 2014)
BMVC 2014

Feedback Control for Rotational Movements in Feature Space

Al Borno, M., Fiume, E., Hertzmann, A., de Lasa, M. (Apr. 1, 2014)
Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics (Eurographics 2014), April 2014

Learning Layouts for Single-Page Graphic Designs

O'Donovan, P., Agarwala, A., Hertzmann, A. (Mar. 1, 2014)
IEEE Transactions on Visualization and Computer Graphics, March 2014 (preprint)

PortraitSketch: Face Sketching Assistance for Novices

Xie, J., Hertzmann, A., Li, W., Winnemoeller, H. (Jan. 1, 2014)
Proc. of UIST'14, pp. 407--417

Image-Based Remodeling

Colburn, A., Agarwala, A., Hertzmann, A., Curless, B., Cohen, M. (May. 25, 2012)
IEEE Transactions on Visualization and Computer Graphics, 2012 .

Color Compatibility From Large Datasets

O’Donovan, P., Agarwala, A., Hertzmann, A. (Aug. 7, 2011)
ACM Transactions on Graphics (Proc. SIGGRAPH 2011), 30(4), 63:1--63:12

Shape and spatially-varying BRDFs from photometric stereo

Goldman, D., Curless, B., Hertzmann, A., Seitz, S. (Jun. 2, 2010)
Pattern Analysis and Machine Intelligence , 32(6), 1060-1071, 2010.

Shape and spatially varying BRDFs from photometric stereo

Goldman, D., Curless, B., Hertzmann, A., Seitz, S. (Oct. 1, 2005)
In Proc. International Conference on Computer Vision , 341–348, 2005.

Keyframe-based tracking for rotoscoping and animation

Agarwala, A., Hertzmann, A., Salesin, D., Seitz, S. (Oct. 27, 2004)
ACM Transactions on Graphics (Proc. SIGGRAPH) , 23(3), 584–591