Publications

Selected papers across all topics, or all papers, organized chronologically or by publication type, or focussed on specific topics: I am especially happy that many of these papers have undergraduate co-authors.
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2017
[43] Deep Feature Interpolation for Image Content Changes (Paul Upchurch, Jacob Gardner, Geoff Pleiss, Robert Pless, Noah Snavely, Kavita Bala, Kilian Weinberger), In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. [bib]
2015
[42] Fasting protects mice from lethal DNA damage by promoting small intestinal epithelial stem cell survival (Kelsey L Tinkum, Kristina M Stemler, Lynn S White, Andrew J Loza, Sabrina Jeter-Jones, Basia M Michalski, Catherine Kuzmicki, Robert Pless, Thaddeus S Stappenbeck, David Piwnica-Worms, others), In Proceedings of the National Academy of Sciences, National Acad Sciences, volume 112, 2015. [bib] [pdf]
[41] Building Dynamic Cloud Maps from the Ground Up (Calvin Murdock, Nathan Jacobs, Robert Pless), In Proc. International Conference on Computer Vision (ICCV), 2015. [bib] [pdf]
2014
[40] Learning from Outdoor Webcams: Surveillance of Physical Activity Across Environments (J. Aaron Hipp, Deepti Adlakha, Amy A. Eyler, Rebecca Gernes, Agata Kargol, Abigail H. Stylianou, Robert Pless), In NSF Workshop on Big Data and Urban Informatics, 2014. [bib] [pdf]
[39] Democratizing the Visualization of 500 million webcam images (Joseph O'Sullivan, Abby Stylianou, Robert Pless), In Applied Imagery Pattern Recognition Workshop (AIPR), 2014. [bib] [pdf]
[38] Fast-scale network dynamics in human cortex have specific spectral covariance patterns (Zachary V Freudenburg, Charles M Gaona, Mohit Sharma, David T Bundy, Jonathan D Breshears, Robert B Pless, Eric C Leuthardt), In Proceedings of the National Academy of Sciences, National Acad Sciences, volume 111, 2014. [bib] [pdf]
2013
[37] Capillary and arteriolar pericytes attract innate leukocytes exiting through venules and'instruct'them with pattern-recognition and motility programs (K. Stark, A. Eckart, S. Haidari, A. Tirniceriu, M. Lorenz, M.L. von Brühl, F. Gärtner, A.G. Khandoga, K.R. Legate, R. Pless, Ingrid Hepper, Kirsten Lauber, Barbara Walzog, Steffen Massberg), In Nature Immunology, Nature Publishing Group, volume 14, 2013. [bib] [pdf]
[36] Webcam2Satellite: Estimating Cloud Maps from Webcam Imagery (Calvin Murdock, Nathan Jacobs, Robert Pless), In Proc. IEEE Workshop on Applications of Computer Vision, 2013. [bib] [pdf]
[35] Emerging technologies: webcams and crowd-sourcing to identify active transportation (J Aaron Hipp, Deepti Adlakha, Amy A Eyler, Bill Chang, Robert Pless), In American Journal of Preventitive Medicine, volume 44, 2013. [bib] [pdf]
[34] Web-accessible geographic integration and calibration of webcams (Austin Abrams, Robert Pless), In ACM Trans. Multimedia Comput. Commun. Appl., ACM, volume 9, 2013. [bib] [pdf] [doi]
2012
[33] Tools for Richer Crowd Source Image Annotations (Joshua Little, Austin Abrams, Robert Pless), In Proc. IEEE Workshop on Applications of Computer Vision, 2012. ((oral presentation)) [bib] [pdf]
[32] Can publicly available webcameras and mechanical Turk be used to evaluate physical activity policy and built environment change? (J. Hipp, R. Pless, D. Adlakha, B. Chang, A. Eyler), In Journal of Science and Medicine in Sport, Elsevier, volume 15, 2012. [bib]
[31] LOST: Longterm Observation of Scenes (with Tracks) (Austin Abrams, Jim Tucek, Nathan Jacobs, Robert Pless), In Proc. IEEE Workshop on Applications of Computer Vision, 2012. ((oral presentation)) [bib] [pdf]
2011
[30] Webcam Geo-localization using Aggregate Light Levels (Nathan Jacobs, Kylia Miskell, Robert Pless), In Proc. IEEE Workshop on Applications of Computer Vision, 2011. [bib] [pdf]
[29] Propulsive Forces on the Flagellum during Locomotion of Chlamydomonas reinhardtii (P.V. Bayly, B.L. Lewis, E.C. Ranz, R.J. Okamoto, R.B. Pless, S.K. Dutcher), In Biophysical Journal, volume 100, 2011. () [bib] [pdf] [doi]
[28] Exploratory Analysis of Time-Lapse Imagery with Fast Subset PCA (Austin Abrams, Emily Feder, Robert Pless), In Proc. IEEE Workshop on Applications of Computer Vision, 2011. [bib] [pdf]
[27] Principal Component Analysis of Dynamic Relative Displacement Fields Estimated from MR Images (Teresa M. Abney, Yuan Feng, Robert Pless, Ruth J. Okamoto, Guy M. Genin, Philip V. Bayly), In PLoS ONE, Public Library of Science, volume 6, 2011. [bib] [doi]
2010
[26] In vivo two-photon imaging reveals monocyte-dependent neutrophil extravasation during pulmonary inflammation (Daniel Kreisel, Ruben G. Nava, Wenjun Li, Bernd H. Zinselmeyer, Baomei Wang, Jiaming Lai, Robert Pless, Andrew E. Gelman, Alexander S. Krupnick, Mark J. Miller), In Proceedings of the National Academy of Sciences, volume 107, 2010. [bib] [pdf] [doi]
[25] Relative brain displacement and deformation during constrained mild frontal head impact (Y. Feng, T. M. Abney, R. J. Okamoto, R. B. Pless, G. M. Genin, P. V. Bayly), In Journal of The Royal Society Interface, volume 7, 2010. [bib] [pdf] [doi]
2009
[24] A Survey of Manifold Learning for Images (Robert Pless, Richard Souvenir), In IPSJ Transactions on Computer Vision and Applications, volume 1, 2009. [bib] [pdf]
[23] Minimum description length and clustering with exemplars (Po-Hsiang Lai, Joseph A. O'Sullivan, Robert Pless), In Proceedings of the 2009 IEEE International Symposium on Information Theory (ISIT), IEEE Press, 2009. [bib] [pdf]
[22] The Global Network of Outdoor Webcams: Properties and Applications (Nathan Jacobs, Walker Burgin, Nick Fridrich, Austin Abrams, Kylia Miskell, Bobby H. Braswell, Andrew D. Richardson, Robert Pless), In ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS), 2009. [bib] [pdf]
[21] Adventures in Archiving and Using Three Years of Webcam Images (Nathan Jacobs, Walker Burgin, Richard Speyer, David Ross, Robert Pless), In IEEE CVPR Workshop on Internet Vision, 2009. [bib] [pdf]
2008
[20] A System for Rapid Interactive Training of Object Detectors (Nathaniel Roman, Robert Pless), In Proc. International Symposium on Visual Computing, volume 5359, 2008. [bib] [pdf]
[19] Manifold Learning for 4D CT Reconstruction of the Lung (Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless), In Mathematical Methods in Biomedical Image Analysis, 2008. [bib] [pdf]
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