SoDaCam: Software-defined Cameras via Single-Photon Imaging
Varun Sundar, Andrei Ardelean, Tristan Swedish, Claudio Bruschini, Edoardo Charbon, Mohit Gupta
Abstract
Reinterpretable cameras are defined by their post-processing capabilities that exceed traditional imaging. We present "SoDaCam" that provides reinterpretable cameras at the granularity of photons, from photon-cubes acquired by single-photon devices. Photon-cubes represent the spatio-temporal detections of photons as a sequence of binary frames, at frame-rates as high as 100 kHz. We show that simple transformations of the photon-cube, or photon-cube projections, provide the functionality of numerous imaging systems including: exposure bracketing, flutter shutter cameras, video compressive systems, event cameras, and even cameras that move during exposure. Our photon-cube projections offer the flexibility of being software-defined constructs that are only limited by what is computable, and shot-noise. We exploit this flexibility to provide new capabilities for the emulated cameras. As an added benefit, our projections provide camera-dependent compression of photon-cubes, which we demonstrate using an implementation of our projections on a novel compute architecture that is designed for single-photon imaging.
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Cited by top-tier papers3
- Generalized Event CamerasVarun Sundar, Matthew Dutson, Andrei Ardelean, Claudio Bruschini et al.CVPR 2024 · 7 citations
- Quanta Neural Networks: From Photons to PerceptionVarun Sundar, Tianyi Zhang, Sacha Jungerman, Mohit GuptaICCV 2025 · 1 citation
- Computer Vision with a Superpixelation CameraSasidharan Mahalingam, Rachel Brown, Atul IngleCVPR 2026
Builds on9
- Object Tracking by Jointly Exploiting Frame and Event DomainJiqing Zhang, Xin Yang, Yingkai Fu, Xiaopeng Wei et al.ICCV 2021 · 141 citations
- Event-aided Direct Sparse OdometryJavier Hidalgo-Carrió, Guillermo Gallego, Davide ScaramuzzaCVPR 2022 · 107 citations
- Quanta burst photographySizhuo Ma, Shantanu Gupta, Arin C. Ulku, Claudio Bruschini et al.SIGGRAPH 2020 · 76 citations
- Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive ImagingZhuoyuan Wu, Jian Zhang, Chong MouICCV 2021 · 75 citations
- Compressive Single-Photon 3D CamerasFelipe Gutierrez-Barragan, Atul Ingle, Trevor Seets, Mohit Gupta et al.CVPR 2022 · 21 citations
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