About
www.cs.princeton.edu/~fheide
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Activity
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I am delighted to share the first closing of our fourth fund! Another big milestone in a 14+ year journey of creating great tech companies. It takes…
I am delighted to share the first closing of our fourth fund! Another big milestone in a 14+ year journey of creating great tech companies. It takes…
Liked by Felix Heide
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❓ Have you signed up for the most insightful webinar of the season? ✔️ Our Vice President of Product Safety & Release, Dushyant Wadivkar, reveals…
❓ Have you signed up for the most insightful webinar of the season? ✔️ Our Vice President of Product Safety & Release, Dushyant Wadivkar, reveals…
Liked by Felix Heide
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Our team really goes over and beyond when it comes to celebration and support! So many smiles with Cheryl Preheim and our incredible 11Alive team…
Our team really goes over and beyond when it comes to celebration and support! So many smiles with Cheryl Preheim and our incredible 11Alive team…
Liked by Felix Heide
Experience & Education
Publications
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FlexISP: A Flexible Camera Image Processing Framework
SIGGRAPH Asia 2014
Conventional pipelines for capturing, displaying, and storing images are usually defined as a series of cascaded modules, each responsible for addressing a particular problem. While this divide-and-conquer approach offers many benefits, it also introduces a cumulative error, as each step in the pipeline only considers the output of the previous step, not the original sensor data. We propose an end-to-end system that is aware of the camera and image model, enforces natural-image priors, while…
Conventional pipelines for capturing, displaying, and storing images are usually defined as a series of cascaded modules, each responsible for addressing a particular problem. While this divide-and-conquer approach offers many benefits, it also introduces a cumulative error, as each step in the pipeline only considers the output of the previous step, not the original sensor data. We propose an end-to-end system that is aware of the camera and image model, enforces natural-image priors, while jointly accounting for common image processing steps like demosaicking, denoising, deconvolution, and so forth, all directly in a given output representation (e.g., YUV, DCT). Our system is flexible and we demonstrate it on regular Bayer images as well as images from custom sensors. In all cases, we achieve large improvements in image quality and signal reconstruction compared to state-of-the-art techniques. Finally, we show that our approach is capable of very efficiently handling high-resolution images, making even mobile implementations feasible.
Other authorsSee publication
Honors & Awards
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NVIDIA Graduate Fellowship
NVIDIA
One of 5 fellowship holders. Funding in the amount of $25,000.
https://research.nvidia.com/content/2015-grad-fellows
More activity by Felix
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Thrilled to announce Skild AI! Over the past year, Abhinav Gupta and I have been working with our top-tier team to build an AI foundation model…
Thrilled to announce Skild AI! Over the past year, Abhinav Gupta and I have been working with our top-tier team to build an AI foundation model…
Liked by Felix Heide
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🌟 Exciting Career Update! 🌟 I am thrilled to announce that I have joined the dynamic team at Infinitum Electric as their new Head of Product…
🌟 Exciting Career Update! 🌟 I am thrilled to announce that I have joined the dynamic team at Infinitum Electric as their new Head of Product…
Liked by Felix Heide
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As of July, Dr. Florian Auer has joined us from Hengeler Mueller! We are excited to see our team growing further. Welcome on board, Flo! 🚀…
As of July, Dr. Florian Auer has joined us from Hengeler Mueller! We are excited to see our team growing further. Welcome on board, Flo! 🚀…
Liked by Felix Heide
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We are thrilled to announce the second Computational Optical Imaging Conference at Photonics West 2025 is now accepting abstract submissions! With…
We are thrilled to announce the second Computational Optical Imaging Conference at Photonics West 2025 is now accepting abstract submissions! With…
Liked by Felix Heide
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We cannot envision the future without understanding our past and appreciating those who paved the path for our current and future success. What an…
We cannot envision the future without understanding our past and appreciating those who paved the path for our current and future success. What an…
Liked by Felix Heide
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We have been neck-deep in production in the last six months, and the units are now shipping globally. Ultra Reality is real now. Here is my math…
We have been neck-deep in production in the last six months, and the units are now shipping globally. Ultra Reality is real now. Here is my math…
Liked by Felix Heide
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Multi Element Meta Lens Design - Tutorial and Applications A single meta lens will not replace a complex multi element geometric lens. But a multi…
Multi Element Meta Lens Design - Tutorial and Applications A single meta lens will not replace a complex multi element geometric lens. But a multi…
Liked by Felix Heide
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🚨🚨🚨 Job Alert 🚨🚨🚨 I am hiring a pre-doctoral research fellow in macroeconomics based at the Department of Economics at NYU Stern School of…
🚨🚨🚨 Job Alert 🚨🚨🚨 I am hiring a pre-doctoral research fellow in macroeconomics based at the Department of Economics at NYU Stern School of…
Liked by Felix Heide
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Check out our cool new work on unbiased Bayesian posterior sampling with a diffusion model prior!
Check out our cool new work on unbiased Bayesian posterior sampling with a diffusion model prior!
Liked by Felix Heide
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Der Abschluss ist geschafft! Herzlichen Glückwunsch an die Absolvent*innen der Naturwissenschaftlich-Technischen Fakultät. Im Rahmen der Akademischen…
Der Abschluss ist geschafft! Herzlichen Glückwunsch an die Absolvent*innen der Naturwissenschaftlich-Technischen Fakultät. Im Rahmen der Akademischen…
Liked by Felix Heide
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EMMY WINNER “Elevated Access” One of my roles at 11Alive that you don’t see everyday is my role on our special projects team. Our stories are…
EMMY WINNER “Elevated Access” One of my roles at 11Alive that you don’t see everyday is my role on our special projects team. Our stories are…
Liked by Felix Heide
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