Overview

Aims and Scope

The VISION workshop aims to provide a platform for the exchange of scholarly innovations and emerging practical challenges in Vision-based Industrial Inspection. Through a series of keynote talks, technical presentations, and data challenges, this workshop is intended to (i) bring together researchers from the interdisciplinary research communities related to computer vision-based inspection; (ii) connect researchers and industry practitioners to synergize recent research progress and current needs in industrial practice.

Guest Speakers (Topics TBD)

Program

Time	Topic	Speakers
AM 8:30 - 8:45	Chair’s Opening Remarks
AM 8:45 - 9:15	Invited Talk I
AM 9:15 - 9:45	Invited Talk II
AM 9:45 - 10:00	Coffee Break
AM 10:00 - 12:00	Best Paper Announcement and Paper Presentation
PM 12:00 - 14:00	Lunch Break and Poster Session
PM 14:00 - 14:30	Invited Talk III
PM 14:30 - 15:00	Invited Talk IV
PM 15:00 - 15:45	Panel Discussion
PM 15:45 - 16:00	Coffee Break
PM 16:00 - 18:00	Data Competition Presentation

Call for Papers

Submission Instructions

Authors have two options:

• Regular paper: max 8 pages (including figures and tables), appear in the CVPR workshops proceedings
• Extended Abstracts: 4 pages, will NOT appear in the proceedings

Topics of Interest

From an industry point of view:

• Opportunities for Development in vision-based inspection technology, new problem formulation, data formats, and potential applications
• Deployment Practices and Challenges of production vision-based inspection systems
• Open Source Datasets for vision-based inspection research

From an academic point of view:

• Unsupervised, Semi-supervised, and Supervised Anomaly Detection under data and annotation limitations
• Data Generation Techniques for small datasets and rare defect types
• Data-centric Tools and Methodologies for more suitable data collection procedures, higher data quality, and efficiency
• Robust, Explainable Machine Learning for high-stake applications
• Vision-based modeling, diagnosis, control, and quality improvement of the manufacturing system

Important Dates

March 19th (Extended)	Paper Submission Deadline
April 3rd	Author Notification
April 7th	Camera-ready

May 7th (Extended)	Paper Submission Deadline
April 15th – May 14th	Rolling Decisions

Challenges

Awards

Participation

The detailed instructions for the data challenge and the dataset can be found via the submission links.

Track	Description	Make a Challenge Submission
Challenge 1	Data-efficient Defect Detection
Challenge 2	Data-generation for Defect Detection

Important Dates

Jan 30th	Dataset Release and Registration Open
April 1st	Registration Close
May 1st	Result Submission Deadline
May 7th	Technical Report Submission Deadline
May 20th	Winners Announcement

Organizers

Workshop Organizers

Challenge Organizers

Advisory Committee

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