Workshop on Event-based Vision - Call for Papers

CVPR 2023 Workshop on Event-based Vision - 
Call for papers and contributions

Full day workshop at CVPR 2023. June 19th, Vancouver, Canada.


Important Dates
Paper submission deadline: March 20, 2023.
Submission website:
Demo abstract submission: March 20, 2023
Notification to authors: April 3, 2023
Camera-ready paper: April 8, 2023 (firm deadline by IEEE)
Workshop day: June 19, 2023. 2nd day of CVPR. Full day workshop.

This workshop is dedicated to event-based cameras, smart cameras, and
algorithms processing data from these sensors. Event-based cameras are
bio-inspired sensors with the key advantages of microsecond temporal
resolution, low latency, very high dynamic range, and low power
consumption. Because of these advantages, event-based cameras open
frontiers that are unthinkable with standard frame-based cameras
(which have been the main sensing technology for the past 60
years). These revolutionary sensors enable the design of a new class
of algorithms to track a baseball in the moonlight, build a flying
robot with the agility of a bee, and perform structure from motion in
challenging lighting conditions and at remarkable speeds. These
sensors became commercially available in 2008 and are slowly being
adopted in computer vision and robotics. In recent years they have
received attention from large companies, e.g., Sony, Samsung, and
Omnivision are now producing event sensors. The workshop also
considers novel vision sensors, such as pixel processor arrays (PPAs),
that perform massively parallel processing near the image
plane. Because early vision computations are carried out on-sensor,
the resulting systems have high speed and low-power consumption,
enabling new embedded vision applications in areas such as robotics,
AR/VR, automotive, gaming, surveillance, etc. This workshop will cover
the sensing hardware, as well as the processing and learning methods
needed to take advantage of the above-mentioned novel cameras.

Call for Papers:
Research papers and demos are solicited in, but not limited to, the
following topics:

 - Event-based / neuromorphic vision.
 - Algorithms: motion estimation, visual odometry, SLAM, 3D
 reconstruction, image intensity reconstruction, optical flow
 estimation, recognition, feature/object detection, visual tracking,
 calibration, sensor fusion (video synthesis, visual-inertial
 odometry, etc.).
 - Model-based, embedded, or learning-based approaches.
 - Event-based signal processing, representation, control, bandwidth control.
 - Event-based active vision, event-based sensorimotor integration.
 - Event camera datasets and/or simulators.
 - Applications in: robotics (navigation, manipulation, drones…),
 automotive, IoT, AR/VR, space science, inspection, surveillance,
 crowd counting, physics, biology.
 - Biologically-inspired vision and smart cameras.
 - Near-focal plane processing, such as pixel processor arrays (PPAs).
 - Novel hardware (cameras, neuromorphic processors, etc.) and/or
 software platforms, such as fully event-based systems (end-to-end).

 - New trends and challenges in event-based and/or
 biologically-inspired vision (SNNs, etc.).
 - Event-based vision for computational photography.

Paper/Demo Submission
Research papers and demos are solicited in, but not limited to, the
topics listed above. Paper submissions must adhere to the CVPR 2023
paper submission style, format and length restrictions. See the author
guidelines and template provided by the CVPR 2023 main conference. See
also the policy of Dual/Double Submissions of concurrently-reviewed
conferences, such as ICCV. Authors may want to limit the submission to
four pages (excluding references) if that is their case.

A double blind peer-review process of the submissions received is
carried out via CMT. Accepted papers will be published open access
through the Computer Vision Foundation (CVF) (see examples from CVPR
Workshop 2019 and 2021). For the accepted papers we encourage authors
to write a paragraph about ethical considerations and impact of their

Courtesy Presentations
We also invite courtesy presentations of papers relevant to the
workshop that are accepted at CVPR main conference or at other
peer-reviewed conferences or journals. These presentations provide
visibility to your work and help build a community around the topics
of the workshop. These contributions will be checked for relevance to
the workshop, but will not undergo a complete review, and will not be
published in the workshop proceedings. Please contact the organizers
to make arrangements to showcase your work at the workshop.

- Guillermo Gallego, TU Berlin, ECDF and SCIoI, Germany.
- Davide Scaramuzza, University of Zurich, Switzerland.
- Kostas Daniilidis, University of Pennsylvania, USA.
- Cornelia Fermüller, University of Maryland, USA.
- Davide Migliore, Prophesee, France.