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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2020
[33] Hard negative examples are hard, but useful (Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless), In Proc. European Conference on Computer Vision (ECCV), 2020. [bib] [pdf]
[32] Direct Estimation of Surface Strain Fields From a Stereo Vision System (Stavros Thomopoulos, Guy M Genin), In Journal of Biomechanical Engineering, American Society of Mechanical Engineers Digital Collection, volume 142, 2020. [bib]
2019
[31] Regularization-Free Strain Mapping in Three Dimensions, With Application to Cardiac Ultrasound (John J Boyle, Arvin Soepriatna, Frederick Damen, Roger A Rowe, Robert B Pless, Attila Kovacs, Craig J Goergen, Stavros Thomopoulos, Guy M Genin), In Journal of biomechanical engineering, American Society of Mechanical Engineers, volume 141, 2019. [bib]
[30] Hotels-50K: A Global Hotel Recognition Dataset (Abby Stylianou, Hong Xuan, Maya Shende, Richard Souvenir, Robert Pless), In AAAI, 2019. [bib] [pdf]
2018
[29] Deep Randomized Ensembles for Metric Learning (Hong Xuan, Richard Souvenir, Robert Pless), In Proc. European Conference on Computer Vision (ECCV), 2018. [bib] [pdf]
2017
[28] 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]
2016
[27] Single Image Camera Calibration with Lenticular Arrays for Augmented Reality (Ian Schillebeeckx, Robert Pless), In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. [bib] [pdf]
2015
[26] Structured Light Field Design for Correspondence Free Rotation Estimation (Ian Schillebeeckx, Robert Pless), In Proc. International Conference on Computational Photography (ICCP), 2015. [bib] [pdf]
[25] 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
[24] 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]
[23] Simple and accurate methods for quantifying deformation, disruption, and development in biological tissues (John J Boyle, Maiko Kume, Matthew A Wyczalkowski, Larry A Taber, Robert B Pless, Younan Xia, Guy M Genin, Stavros Thomopoulos), In Journal of The Royal Society Interface, The Royal Society, volume 11, 2014. [bib] [pdf]
[22] Structure from Shadow Motion (Austin Abrams, Ian Schillebeeckx, Robert Pless), In Proc. International Conference on Computational Photography (ICCP), 2014. [bib] [pdf]
2013
[21] Finding Jane Doe: a forensic application of 2D image calibration (Abby Stylianou, Austin Abrams, Robert Pless), In 5th International Conference on Imagining for Crime Detection and Prevention (ICDP), IET Digital Library, 2013. [bib] [pdf]
[20] 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]
[19] Two Cloud-Based Cues for Estimating Scene Structure and Camera Calibration (Nathan Jacobs, Austin Abrams, Robert Pless), In IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE, 2013. [bib] [pdf]
[18] The Episolar Constraint: Monocular Shape from Shadow Correspondence (Austin Abrams, Kylia Miskell, Robert Pless), In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [bib] [pdf]
2012
[17] Heliometric Stereo: Shape from Sun Position (Austin Abrams, Christopher Hawley, Robert Pless), In Proc. European Conference on Computer Vision (ECCV), 2012. [bib] [pdf]
2011
[16] On analyzing video with very small motions (Michael Dixon, Austin Abrams, Nathan Jacobs, Robert Pless), In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. [bib] [pdf]
2010
[15] Using Cloud Shadows to Infer Scene Structure and Camera Calibration (Nathan Jacobs, Brian Bies, Robert Pless), In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. [bib] [pdf]
[14] Webcams in Context: Web Interfaces to Create Live 3D Environments (Austin Abrams, Robert Pless), In Proc. ACM SIGMM International Conference on Multimedia (ACMMM), 2010. [bib] [pdf]
[13] 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]
2009
[12] 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]
2008
[11] Simultaneous Data Volume Reconstruction and Pose Estimation from Slice Samples (Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless), In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. [bib] [pdf]
2007
[10] Image distance functions for manifold learning (Richard Souvenir, Robert Pless), In Image and Vision Computing, volume 25, 2007. [bib] [pdf]
[9] Geolocating Static Cameras (Nathan Jacobs, Scott Satkin, Nathaniel Roman, Richard Speyer, Robert Pless), In Proc. International Conference on Computer Vision (ICCV), 2007. [bib] [pdf]
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