Computer Vision with Single-Photon Cameras

Workshop at ICCV 2025

Date: 19th October 2025, 8:15am - 12:00pm

Location: Hawai'i Convention Center, Rm. 301B

Poster Session: 9:40am - 10:30am, in Exhibit Hall II (boards 83-97)


Thank you for attending CVSPC 2025!

  • The Single Photon Challenge competition is now underway with thousands of dollars in prizes! Head over to SinglePhotonChallenge.com to signup and submit your algorithms.
  • If you missed this year's program, the speaker slides will be posted below over the coming weeks.
  • Some photos from the workshop are available here.
  • Please use the post-attendee feedback form to give us your feedback and comments!

Introduction

Single-photon cameras (SPCs) are an emerging class of camera technology with the potential to revolutionize the way today’s computer vision systems capture and process scene information, thanks to their extreme sensitivity, high speed capabilities, and increasing commercial availability.

They provide extreme dynamic range and long-range high-resolution 3D imaging, well beyond the capabilities of CMOS image sensors. SPCs thus facilitate various downstream computer vision applications such as low-cost, long-range cameras for self-driving cars and autonomous robots, high-sensitivity cameras for night photography and fluorescence-guided surgeries, and high dynamic range cameras for industrial machine vision and biomedical imaging applications.

The goal of this half-day workshop at ICCV 2025 is to showcase the myriad ways in which SPCs are used today in computer vision and inspire new applications. The workshop features experts on several key topics of interest, as well as a poster session to highlight in-progress work.

Schedule ⏰

08:15 - 08:25 Opening Remarks
08:25 - 09:05 Mohit Gupta
09:05 - 09:10 Poster Announcements and 1-min Flash Videos
09:10 - 09:40 Dongyu Du
09:40 - 10:30 Poster Session (Exhibit Hall II #83-97)
10:30 - 11:00 Mattew O'Toole
11:00 - 11:30 Akshat Dave
11:30 - 11:45 Competition Announcement
11:50 - 12:20 David Lindell [slides]
12:20 - 12:30 Wrap-up

List of Accepted Posters

  • “Quanta Neural Networks: From Photons to Perception” Sundar et al.
  • “Recovering Parametric Scenes from Very Few Time-of-Flight Pixels” Sifferman et al.
  • “A Constrained Optimization Approach for Gaussian Splatting from Coarsely-posed Images and Noisy Lidar Point Clouds” Tse et al.
  • “Lidar Waveforms are Worth 40x128x33 Words” Scheuble et al.
  • “Doppler Single-Photon LiDAR” Kitichotkul et al.
  • “Multiphoton Coincidence Resolution from Time-of-flight Multiplexed Single-photon Detector Array Readouts” Bharadwaj et al.
  • “Robust 3D Object Detection using Probabilistic Point Cloudsfrom Single-Photon LiDARs” Goyal et al.
  • “Generalizable Non-Line-of-Sight Imaging with Learnable Physical Priors”, Xiong et al.

Call for Posters 🖼️

The poster submission deadline has now passed.

We welcome submissions to CVSPC 2025 for the poster session, which we will host during the workshop. We invite posters presenting research relating to computational imaging techniques that harness the capabilities of modern image sensors (e.g., CMOS, SPAD, APD, QIS, or other sensing methods) to operate at the single-photon limit. We welcome poster submissions on both new and previously presented work. If the content has been previously presented in another conference or publication, please note this in the abstract. We especially encourage submissions of in-progress work and student projects.

Please submit a 1-page abstract via this Google Form. These abstracts will be used for judging poster acceptance/rejection, and will not appear in any workshop proceedings. Please use any reasonable format that includes a title, list of authors and a short description of the poster. If this poster is associated with a previously accepted conference or journal paper please be sure to note this in the abstract and include a citation and/or a link to the project webpage.

Instructions for Accepted Posters

Poster dimensions will be a maximum of 84" x 42" (2:1 aspect ratio, landscape format). Although it is not required, you can use ICCV's on-site printing service. Poster printing guidelines are available here.

Questions? Please email us at cvspc25@gmail.com.

đź“… Regular Submission Deadline: August 15 extended to August 31, 2025
📢 Acceptance Notification: September 5, 2025

Registration 🎟️

Please use the ICCV 2025 registation system available on this page.

To attend CVSPC you will need either a Full Passport registation or a 1-day Workshop/Tutorial Pass.

Early registration pricing ends on August 31, 2025 at 11:59pm HST.

Competition 🏆

We are excited to announce the Single-Photon Challenge at CVSPC 2025. This year's competition is an image reconstruction challenge with a chance to win prizes worth thousands of dollars! Competition submission deadline is April 1, 2026 and winners will be announced in summer 2026. Head to the competition website to register and get started: SinglePhotonChallenge.com.

SinglePhotonChallenge.com burst reconstruction

Competition Organizers 👥

Sponsors

Ubicept Singular Photonics

Post-Workshop Feedback

Submit your post-workshop attendee feedback using this Google form, or scan the QR code below. Feedback form QR code