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Picture for Federico Perazzi

Federico Perazzi

Member, IEEE

Content-Aware GAN Compression


Apr 06, 2021
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, S. Y. Kung

* Published in CVPR2021 

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Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments


Dec 09, 2020
Zhihao Xia, Michaël Gharbi, Federico Perazzi, Kalyan Sunkavalli, Ayan Chakrabarti

* Project page at https://www.cse.wustl.edu/~zhihao.xia/deepfnf/ 

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Deep Image Compositing


Nov 04, 2020
He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel

* WACV-2021. A better portrait segmentation technology has been shipped in Photoshop 2020. Check this out if you are not sure how to use it. https://www.youtube.com/watch?v=v_kitSYKr3s&t=138s 

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Single View Metrology in the Wild


Aug 11, 2020
Rui Zhu, Xingyi Yang, Yannick Hold-Geoffroy, Federico Perazzi, Jonathan Eisenmann, Kalyan Sunkavalli, Manmohan Chandraker

* ECCV 2020, camera-ready version 

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Shape Adaptor: A Learnable Resizing Module


Aug 10, 2020
Shikun Liu, Zhe Lin, Yilin Wang, Jianming Zhang, Federico Perazzi, Edward Johns

* Published at ECCV 2020 

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Real-time Semantic Segmentation with Fast Attention


Jul 09, 2020
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff

* project page: https://cs-people.bu.edu/pinghu/FANet.html 

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Active Speakers in Context


May 20, 2020
Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem


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Temporally Distributed Networks for Fast Video Semantic Segmentation


Apr 07, 2020
Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi

* [CVPR2020] Project: https://github.com/feinanshan/TDNet 

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Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement


Mar 27, 2020
Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir Kim, Ravi Ramamoorthi

* Accepted to ICCV 2019 

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Basis Prediction Networks for Effective Burst Denoising with Large Kernels


Dec 09, 2019
Zhihao Xia, Federico Perazzi, Michaël Gharbi, Kalyan Sunkavalli, Ayan Chakrabarti


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Scaling Object Detection by Transferring Classification Weights


Sep 15, 2019
Jason Kuen, Federico Perazzi, Zhe Lin, Jianming Zhang, Yap-Peng Tan

* ICCV 2019 

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Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks


Jul 30, 2019
Rajeev Yasarla, Federico Perazzi, Vishal M. Patel

* TIP 2019 submission 

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The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation


May 02, 2019
Sergi Caelles, Jordi Pont-Tuset, Federico Perazzi, Alberto Montes, Kevis-Kokitsi Maninis, Luc Van Gool

* CVPR 2019 Workshop/Challenge 

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Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes


Apr 25, 2019
Chaoyang Wang, Simon Lucey, Federico Perazzi, Oliver Wang


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On Regularized Losses for Weakly-supervised CNN Segmentation


Apr 10, 2018
Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov


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A Fully Progressive Approach to Single-Image Super-Resolution


Apr 10, 2018
Yifan Wang, Federico Perazzi, Brian McWilliams, Alexander Sorkine-Hornung, Olga Sorkine-Hornung, Christopher Schroers


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Normalized Cut Loss for Weakly-supervised CNN Segmentation


Apr 04, 2018
Meng Tang, Abdelaziz Djelouah, Federico Perazzi, Yuri Boykov, Christopher Schroers

* Accepted at CVPR 2018 

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The 2018 DAVIS Challenge on Video Object Segmentation


Mar 27, 2018
Sergi Caelles, Alberto Montes, Kevis-Kokitsi Maninis, Yuhua Chen, Luc Van Gool, Federico Perazzi, Jordi Pont-Tuset

* Challenge website: http://davischallenge.org/ 

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The 2017 DAVIS Challenge on Video Object Segmentation


Mar 01, 2018
Jordi Pont-Tuset, Federico Perazzi, Sergi Caelles, Pablo Arbeláez, Alex Sorkine-Hornung, Luc Van Gool

* Challenge website: http://davischallenge.org 

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Learning Video Object Segmentation from Static Images


Dec 08, 2016
Anna Khoreva, Federico Perazzi, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung

* Submitted to CVPR 2017 

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