We invite submissions of extended abstracts and live demonstrations showcasing novel work in on-sensor and near-sensor vision. This is an opportunity to present early-stage research, works-in-progress, recently published results, or hardware prototypes to an audience of researchers working at the intersection of computer vision, computer architecture, and near-memory processing.

Accepted works will be published on the On-Sensor Vision CVPR 2026 workshop website but will not appear in the official CVPR 2026 proceedings.

Submission Format

We welcome 2-4 page submissions (excluding citations) describing either:

  • Extended abstracts presenting novel algorithms, architectures, or results
  • Demonstrations of hardware prototypes or system implementations

Please use the official CVPR LaTeX template for your submission. Submit a single PDF file that clearly indicates whether the work will be presented as a talk or demonstration.

Demonstrations are strongly encouraged and will be given dedicated exhibition space during the workshop.

Topics of Interest

We welcome submissions on all aspects of on-sensor vision, including but not limited to:

Algorithms and Methods:

  • Algorithms for on or near sensor computer vision
  • Cellular automata for vision
  • On-sensor neural networks
  • Bio-inspired vision sensing
  • Graph algorithms for fine-grained parallelism
  • Programming and learning for processing arrays
  • Analog processing for computer vision

Architectures and Systems:

  • Architectures for on-sensor / near-sensor (digital or analogue)
  • Single layer and stacked architectures
  • Architecture simulators (functional and hardware level)
  • Dividing processing between on-sensor and off-sensor
  • Communication between on-sensor and off-sensor processors (bandwidth and direction)

Submission Guidelines

Timeline:

  • Submission deadline: March 13, 2026
  • Notification of acceptance: March 20, 2026
  • Camera-ready deadline: April 10, 2026

Submission Portal: OpenReview OSV Workshop Website