51ST Annual

Applied Imagery Pattern Recognition Workshop

Building Trust in Artificial Intelligence

Cosmos Club, Washington D.C.

October 11-13, 2022

Photo by Matthew Henry

The purpose of the Applied Imagery Pattern Recognition (AIPR) annual workshops is to bring together researchers from government, industry, and academia in an elegant setting conducive to technical interchange across a broad range of disciplines. The papers span a range of topics, from research to fielded systems and provide to scientists, developers, and managers alike, a broad vision of the applicability of image analysis and machine learning technologies.

The AIPR Workshop continues the half-century of success and tradition in pioneering new topics in applied image and visual understanding. Artificial intelligence (AI) & machine learning (ML) have proven to be extremely useful in analyzing and classifying images and are now prolific in image analysis, robotics, face recognition, and beyond. But despite their performance, the details of their decision-making process remain obscure.

Artificial Intelligence has the power to do a great deal of good, as well as the potential to do great harm. To drive a future where AI systems are trustworthy contributors to society, these capabilities must be designed and verified for safe and reliable operation. We must build AI systems that are secure and resilient to adversarial attacks. These systems must be predictable, explainable, fair, and secure.

In addition to traditional AIPR topics, the 2022 IEEE AIPR Workshop will explore the following topics as they pertain to computer vision, imaging, and pattern recognition:

Assured AI & Autonomy

Responsible AI (RAI) & Explainable AI (XAI)

Secure Intelligent Systems

2022 Call for Abstracts


  • Gentlemen are expected to wear jackets, dress slacks, a collared long-sleeved shirt (tucked-in) or turtleneck at all times. Ties are required only in the Garden Dining Room at Sunday brunch, and at lunch and dinner. Ties are not required anywhere else in the clubhouse.

  • Ladies are expected to dress in an equivalent fashion, which means dresses, suits, skirts or dress slacks with jackets or tops of equivalent formality. Leggings or tights, unless worn with skirts, dresses, or long jackets, are not considered to be of equivalent formality.

  • Military uniforms and national dress of equivalent formality are also acceptable.

  • Sweat suits or other athletic or sports attire, jeans or other denim garments, sneakers, flip-flops, athletic footwear and shorts are never acceptable in the public rooms.

For more details: https://www.cosmosclub.org/Visiting-the-Club

Author Deadlines:

  • Abstract Submission Deadline: September 15, 2022

  • Notification of Acceptance: September 23, 2022

  • Paper Registration Deadline*: September 30, 2022

* If a submission is accepted, at least one author of the paper is required to register for AIPR 2022 and present the paper.

AIPR is sponsored by:

AIPR is organized by the AIPR Workshop Committee, with generous support from: