Research

I am a Research Scientist in the Creative Intelligence Lab, at Adobe Research. Prior to joining Adobe, I spent eight memorable years as Intern, PhD and Post-Doctoral Researcher at Disney Research, in the Imaging and Video Processing Group. I obtained my PhD in 2017 from ETHZ. My research interests span Computer Vision and Machine Learning.

Publications

On Regularized Losses for Weakly-supervised CNN Segmentation

M. Tang, F. Perazzi, A. Djelouah, I. B. Ayed, C. Schroers, Y. Boykov

ECCV 2018 , Munich , Germany

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Normalized Cut Loss for Weakly-supervised CNN Segmentation

M. Tang, A. Djelouah, F. Perazzi, Y. Boykov, C. Schroers

CVPR 2018 , Salt Lake City , Utah

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A Fully Progressive Approach to Single-Image Super-Resolution

Y. Wang, F. Perazzi, B. McWilliams, A. and O. Sorkine-Hornung, C. Schroers

CVPR NTIRE Workshop 2018 , Salt Lake City , Utah

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Learning Video Object Segmentation From Static Images

F. Perazzi*, A. Khoreva*, R. Benenson, B. Schiele, A. Sorkine-Hornung

CVPR 2017 , Honolulu , Hawaii

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A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation

F. Perazzi, J. Pont-Tuset, B. McWilliams, L. Van Gool, M. Gross, A. Sorkine-Hornung

CVPR 2016 , Las Vegas , Nevada

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Bilateral Space Video Segmentation

Nicolas Märki, Federico Perazzi, Oliver Wang, Alexander Sorkine-Hornung

CVPR 2016 , Las Vegas , Nevada

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Fully Connected Object Proposals for Video Segmentation

Federico Perazzi, Oliver Wang, Markus Gross, Alexander Sorkine-Hornung

ICCV 2015 , Santiago , Chile

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Efficient Salient Foreground Detection for Images and Video using Fiedler Vectors

Federico Perazzi, Olga Sorkine-Hornung, Alexander Sorkine-Hornung

Eurographics WICED 2015 , Zurich , Switzerland

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Panoramic Video from Unstructured Camera Arrays

F. Perazzi, A. Sorkine-Hornung, H. Zimmer, P. Kaufmann, O. Wang, S. Watson, M. Gross

Eurographics 2015 , Zurich , Switzerland

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Non-Polynomial Galerkin Projection on Deforming Meshes

M. Stanton, Y. Sheng, M. Wicke, F. Perazzi, A. Yuen, S. Narasimhan, A. Treuille

SIGGRAPH 2013 , Anaheim , California

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Saliency Filters: Contrast Based Filtering for Salient Region Detection

Federico Perazzi, Philipp Krähenbühl, Yael Pritch and Alexander Hornung

CVPR 2012 , Providence , Rhode Island

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Workshops

The 2018 DAVIS Challenge on Video Object Segmentation

S. Caelles, A. Montes, K.-K. Maninis, Y. Chen, L. Van Gool, F. Perazzi, J. Pont-Tuset

CVPRW 2018 , Salt-Lake City , Utah

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The 2017 DAVIS Challenge on Video Object Segmentation

J. Pont-Tuset, F. Perazzi, S. Caelles, P. Arbeláez, A. Sorkine-Hornung, L. Van Gool

CVPRW 2017 , Honolulu , Hawaii

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Patents

Teaching