ORAZIO GALLO

I am a Principal Research Scientist and technical lead at NVIDIA Research. I am interested in computational imaging, computer vision, deep learning and, in particular, in the intersection of the three.
I am an associate editor of the IEEE Transactions on Computational Imaging, and a member of the IEEE Computational Imaging Technical Committee. From 2015 to 2017 I was an associate editor for Signal processing: Image Communication.


I'm always looking for great interns so reach out to me if you're interested!
News
Professional Service Awards
Talks Available Online
Publications
Generative View Synthesis: From Single-View Semantics to Novel-View Images
Tewodros Habtegebrial, Varun Jampani, Orazio Gallo, and Didier Stricker, NeurIPS 2020
preprint
Bi3D: Stereo Depth Estimation via Binary Classifications
Abhishek Badki, Alejandro Troccoli, Kihwan Kim, Jan Kautz, Pradeep Sen, and Orazio Gallo, CVPR 2020
teaser video, project page (with code) and paper
Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera
Jae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, and Jan Kautz, CVPR 2020
teaser video, project page, and paper
Meshlet Priors for 3D Mesh Reconstruction
Abhishek Badki, Orazio Gallo, Jan Kautz, and Pradeep Sen, CVPR 2020
teaser video, project page, and paper
Extreme View Synthesis
Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H. Kim, and Jan Kautz, ICCV 2019 (oral)
GTC 2019 talk, and project page (with code).
Video Stitching for Linear Camera Arrays
Wei-Sheng (Jason) Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, and Jan Kautz, BMVC 2019
project page
Pixel-Adaptive Convolutional Neural Networks
Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik-Learned Miller, and Jan Kautz, CVPR 2019
project page (with code)
A Fusion Approach for Multi-Frame Optical Flow Estimation
Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, and Jan Kautz, WACV 2019
project page (with code)
Separating Reflection and Transmission Images in the Wild
Patrick Wieschollek, Orazio Gallo, Jinwei Gu, and Jan Kautz, ECCV 2018
project page (with code)
Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset
Qi Guo, Iuri Frosio, Orazio Gallo, Todd Zickler, and Jan Kautz, ECCV 2018
project page (with code)
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning
Huaijin Chen, Jinwei Gu, Orazio Gallo, Ming-Yu Liu, Ashok Veeraraghavan, and Jan Kautz, ICCP 2018
project page
Computational Zoom: A Framework for Post-Capture Image Composition
Abhishek Badki, Orazio Gallo, Jan Kautz, and Pradeep Sen, SIGGRAPH 2017>
project page
Loss Functions for Image Restoration with Neural Networks
Hang Zhao, Orazio Gallo, Iuri Frosio, and Jan Kautz, IEEE Transactions on Computational Imaging, 2017
project page (with code)
Reconstructing Intensity Images from Binary Spatial Gradient Cameras
Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, and Jan Kautz, Embedded Vision Workshop, CVPR 2017
project page
Stack-Based Algorithms for HDR Capture and Reconstruction
Orazio Gallo and Pradeep Sen, Chapter in "High Dynamic Range Video: From Acquisition, to Display and Applications," Academic Press, 2016
pdf
Simulating the Visual Experience of Very Bright and Very Dark Scenes
David Jacobs, Orazio Gallo, Emily Cooper, Kari Pulli, and Marc Levoy, Transactions on Graphics, 2015
project page
Locally Non-rigid Registration for Mobile HDR Photography
Orazio Gallo, Alejandro Troccoli, Jun Hu, Kari Pulli, and Jan Kautz, Embedded Vision Workshop, CVPR 2015
project page
Retrieving Gray-Level Information from a Binary Sensor and its Application to Gesture Detection
Orazio Gallo, Iuri Frosio, Leonardo Gasparini, Kari Pulli, and Massimo Gottardi, Embedded Vision Workshop, CVPR 2015
pdf
FlexISP: A Flexible Camera Image Processing Framework
F. Heide, M. Steinberger, Y. Tsai, M. Rouf, D. Pajak, D. Reddy, O. Gallo, J. Liu, W. Heidrich, K. Egiazarian, J. Kautz, K. Pulli, SIGGRAPH ASIA 2014
project page
Dynamic Image Stacks
David Jacobs, Orazio Gallo, and Kari Pulli, Workshop on Mobile Vision, CVPR 2014
project page
HDR Deghosting: How to deal with Saturation?
Jun Hu, Orazio Gallo, Kari Pulli, and Xiaobai Sun, CVPR 2013
project page
Metering for Exposure Stacks
Orazio Gallo, Marius Tico, Roberto Manduchi, Natasha Gelfand, and Kari Pulli, Eurographics 2012
project page
Exposure Stacks for Live Scenes with Hand-held Cameras
Jun Hu, Orazio Gallo, and Kari Pulli, ECCV 2012
project page
Older Publications