Felix Heide

Felix Heide


I'm a new professor at Princeton and lead the Princeton Computational Imaging Lab. I am also a co-founder of Algolux. My group explores imaging and computer vision approaches that allow computers to see and understand what seems invisible today -- enabling super-human capabilities for the cameras in our vehicles, personal devices, microscopes, telescopes, and the instrumentation we use for fundamental physics. This includes today's capture and vision challenges, including harsh environmental conditions, e.g. imaging under ultra-low or high illumination or computer vision through dense fog, rain and snow, imaging at ultra-fast or slow time scales, freezing light in motion, imaging at extreme scene scales, from super-resolution microscopy to kilometer-scale depth sensing, and imaging via proxies using nearby object surfaces as sensors instead. Researching vision systems end-to-end, my work lies at the intersection of optics, machine learning, optimization, computer graphics and computer vision. I received my Ph.D. from the University of British Columbia, and I was a postdoc at Stanford. My doctoral dissertation focuses won the Alain Fournier Ph.D. Dissertation Award and the SIGGRAPH outstanding doctoral dissertation award.


List of recent publications:

Qilin Sun, Ethan Tseng, Qiang Fu, Wolfgang Heidrich, Felix Heide
CVPR 2020 (Oral)

Ali Mosleh, Avinash Sharma, Emmanuel Onzon, Fahim Mannan, Nicolas Robidoux, Felix Heide
CVPR 2020 (Oral)

Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide
CVPR 2020

Mario Bijelic, Tobias Gruber, Fahim Mannan, Florian Kraus, Werner Ritter, Klaus Dietmayer, Felix Heide
CVPR 2020

Andreas Meuleman, Seung-Hwan Baek, Felix Heide, Min H. Kim
CVPR 2020 (Oral)
Tejas Borkar, Felix Heide, Lina Karam
CVPR 2020

Christopher A. Metzler, Felix Heide, Prasana Rangarajan, Muralidhar Madabhushi Balaji, Aparna Viswanath, Ashok Veeraraghavan, Richard G. Baraniuk
Optica 2020

Yifan Peng, Qilin Sun, Xiong Dun, Gordon Wetzstein, Wolfgang Heidrich, Felix Heide
SIGGRAPH Asia 2019

Praneeth Chakravarthula, Yifan Peng, Joel Kollin, Henry Fuchs, Felix Heide
SIGGRAPH Asia 2019

Tobias Gruber, Frank Julca-Aguilar, Mario Bijelic, Felix Heide
ICCV 2019 (Oral)

Tobias Gruber, Mario Bijelic, Felix Heide, Werner Ritter, Klaus Dietmayer
3DV 2019

Ethan Tseng, Felix Yu, Yuting Yang, Fahim Mannan, Karl St. Arnaud, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide

Felix Heide, Matthew O'Toole, Kai Zang, David Lindell, Steven Diamond, Gordon Wetzstein
ACM TOG, presented at SIGGRAPH 2019

Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide
CVPR 2019 (Oral)

Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer
CVPR 2019 (Oral)

Felix Heide, Steven Diamond, David B. Lindell, Gordon Wetzstein
Nature Scientific Reports

Felix Heide
IEEE Dissertation Hightlights

Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch
IEEE Transactions on Image Processing (TIP) 2018

Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen Boyd, Wolfgang Heidrich Felix Heide, Gordon Wetzstein
Siggraph 2018

Shuochen Su, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich
CVPR 2018

Yifan Peng, Xiong Dun, Qilin Sun, Felix Heide, Wolfgang Heidrich
ICCP 2018

Clara Callenberg, Felix Heide, Gordon Wetzstein, Matthias B. Hullin
Siggraph Asia 2017

Mostafa Mahmoud, Bojian Zheng, Alberto Delmás Lascorz, Felix Heide, Jonathan Assouline, Paul Boucher, Emmanuel Onzon, Andreas Moshovos
MICRO-50 2017

Biswarup Choudhury*, Robin Swanson*, Felix Heide* , Gordon Wetzstein, Wolfgang Heidrich (* joint first authors)
ICCV 2017

Matthew O'Toole, Felix Heide, David B. Lindell, Kai Zang, Steven Diamond, Gordon Wetzstein
CVPR 2017

Xuemei Hu, Felix Heide, Qionghai Dai, Gordon Wetzstein
IEEE Transactions on Image Processing (TIP) 2017

Felix Heide
Ph.D. dissertation, November 2016
won the Alain Fournier Award
won the ACM SIGGRAPH outstanding doctoral dissertation award
Felix Heide, Qiang Fu, Yifan Peng, Wolfgang Heidrich
Nature Scientific Reports

Felix Heide, Steven Diamond, Jonathan Ragan-Kelley, Matthias Niessner, Wolfgang Heidrich, Gordon Wetzstein

Shikhar Shrestha*, Felix Heide* , Wolfgang Heidrich, Gordon Wetzstein (* joint first authors)

Yifan Peng, Qiang Fu, Felix Heide, Wolfgang Heidrich

Shuochen Su. Felix Heide, Robin Swanson, Jonathan Klein, Clara Callenberg, Matthias Hullin, Wolfgang Heidrich
CVPR 2015

Ana Serrano, Felix Heide, Diego Gutierrez, Gordon Wetzstein, Belen Masia
Computer Graphics Forum (presented at Eurographics 2016)

Yifan Peng, Hadi Amata, Shuochen Su, Felix Heide, Wolfgang Heidrich
Optics Express, 2015

Felix Heide, Wolfgang Heidrich, Matthias B. Hullin, Gordon Wetzstein

Felix Heide, Wolfgang Heidrich, Gordon Wetzstein
CVPR 2015 (Oral)

Lei Xiao, Felix Heide, Matthew O'Toole, Andreas Kolb, Matthias B. Hullin, Kiriakos N. Kutulakos, Wolfgang Heidrich
CVPR 2015

Lei Xiao, James Gregson, Felix Heide, Wolfgang Heidrich
IEEE Transactions on Image Processing, 2015

Felix Heide, Markus Steinberger, Yun-Ta Tsai, Mushfiqur Rouf, David Pająk, Dikpal Reddy,
Orazio Gallo, Jing Liu, Wolfgang Heidrich, Karen Egiazarian, Jan Kautz, Kari Pulli
SIGGRAPH Asia 2014

Felix Heide, Lei Xiao, Andreas Kolb, Matthias B. Hullin, Wolfgang Heidrich
Optics Express, 2014

Felix Heide, Douglas Lanman, Dikpal Reddy, Jan Kautz, Kari Pulli, David Luebke

Matthew O'Toole, Felix Heide, Lei Xiao, Matthias B. Hullin, Wolfgang Heidrich, Kiriakos N. Kutulakos

Felix Heide, Lei Xiao, Wolfgang Heidrich, Matthias B. Hullin
CVPR 2014 (Oral)

Felix Heide, James Gregson, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich
Optics Express, 2014

Felix Heide, Matthias B. Hullin, James Gregson, Wolfgang Heidrich

Felix Heide, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich

Felix Heide, Mushfiqur Rouf, Matthias B. Hullin, Bjorn Labitzke, Wolfgang Heidrich, Andreas Kolb.
ACM Transactions on Graphics 2013 (presented at SIGGRAPH 2013)

James Gregson, Felix Heide, Matthias B. Hullin, Mushfiqur Rouf, Wolfgang Heidrich
CVPR 2013

Bradley Atcheson, Felix Heide, Wolfgang Heidrich
VMV 2010