Research

I am a Post-Doctoral Researcher at Disney Research Zurich, in the Imaging and Video Processing Group lead by Dr. Alexander Sorkine-Hornung. My research interests span Computer Vision and Machine Learning.

Publications

Learning Video Object Segmentation From Static Images

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

CVPR 2017, Honolulu, HI

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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, NV

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Bilateral Space Video Segmentation

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

CVPR 2016, Las Vegas, NV

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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 Workshop on Intelligent Cinematography and Editing 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, CA

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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, RI

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Workshops

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

ArXiv BibTex Project Page Code Data

Patents

Teaching