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Record-Breaking Registrants and Technical Papers for 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Computer vision is a field of AI that allows computers and systems to extract meaningful information from digital images, video, and other visual inputs – and take actions or make recommendations based on that information. CVPR 2022 brings together the brightest minds in the field for one a week program in papers, keynotes, workshops, tutorials, posters, virtual learning, and discussion, and demonstrates the advancement of computer vision around the world.

The CVPR annual conference covers a wide range of computer vision, AI, and ML topics and applications; the top five research categories in CVPR 2022 ranked in the number of papers received this year are:

  • Identification: detection, categorization, retrieval
  • Image and video synthesis and generation
  • 3D from multi-view and sensors
  • Low level of vision
  • Vision + language.

CVPR 2022 experienced a record number of paper submissions – 8,161 – of which only 2,064 were accepted at the conference.

CVPR annually recognizes such research through the most outstanding paper awards, and the event is internationally renowned for its prestigious awards program. Of this year’s 33 finalists selected from 2,064 accepted papers, the Awards Committee presented the following awards:

Best Paper Award
Learn to Solve Hard Little Problems
Authors: Petr Hruby, Timothy Duff, Anton Leykinand Thomas Pajdla

Best Paper Honorable Mention
Dual-Shutter Optical Vibration Sensing
Authors: Mark Shein, Dorian Chan, Matthew O’Toole, Srinivasa Narasimhan

Best Student Paper Award
EPro-PnP: Overall End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
Authors: Hansheng ChenPichao Wang, Fan Wang |, Wei Tian |, Lu XiongHao Li

Best Student Role Honorable Mention
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields
Author: Dor Verbin, Peter Hedman, Ben Mildenhall, Todd Zickler, Jonathan Barron, Pratul Srinivasan

The event’s exhibit hall filled with 137 exhibitors provided many advances to explore and included companies renowned for their AI programs such as Apple, Meta, Microsoft, and TikTok, as well as autonomous driving companies such as Argo AI, Tesla, cruise, and Zoox.

Exhibitor highlights include:

  • Unity Computer Vision Shown is “Digital Humans for Computer Vision” – a proprietary digital human generator made with intuitive parametric and ready to simulate 3D human properties.
  • Tesla brought the Tesla Cybertruck prototype to the CVPR for attendees to check out up close.
  • Zooxthe autonomous robotaxi company bought by Amazon, showed off its built -in car for the first time at the conference – visitors were able to imagine the future of transportation by sitting inside.
  • on Meta booth, attendees met with researchers who are actively exploring the latest machine learning techniques for using different aspects of machine perception.

The CVPR 2022 keynote speaker lineup includes the following high-profile industry leaders:

  • Josh Tennenbaum – Professor, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology (OTHERS), presented “Learning to See the Human Way”
  • Xuedong Huang – Technical Fellow, Chief Technology Officer Azure AI, presented “For Integrative AI with Computer Vision”
  • Kavita Bala – Dean, Ann S. Bowers College in Computing and Information Science, Cornell Universitypresented “Understanding Visual Appearance from the Micron to the Global Scale.”

A panel session covering “Embodied Computer Vision,” is shown Martial Hebert, Carnegie Mellon Universityas moderator, with panelists included Kristen Grauman, University of Texas, Austinand Meta AI; Nicholas RoyZoox, and OTHERS; and Michael RyooStonybrook University and Google.

The 2023 CVPR event will take place on Vancouverfrom June 17 to 23, 2023.

About CVPR

the Computer Vision and Pattern Recognition Conference (CVPR) is the premier annual computer vision and pattern recognition conference. With first-class technical facilities, a core program, tutorials, workshops, a leading expo, and attended by more than 7,500 people each year, CVPR creates a unique experience. an opportunity for networking, recruitment, inspiration, and enthusiasm.

About the IEEE Computer Society

the IEEE Computer Society is the world’s home for computer science, engineering, and technology. A global leader in providing access to computer science research, analysis, and information, the IEEE Computer Society offers a comprehensive range of unparalleled products, services, and opportunities for individuals in all levels of their professional careers. Known as the leading organization that empowers people to drive technology, the IEEE Computer Society offers international conferences including CVPR, reviewed publications, a unique digital library, and training programs.

About the Computer Vision Foundation

the Computer Vision Foundation a non-profit organization whose purpose is to promote and support research in all aspects of computer vision. Together with the IEEE Computer Society, it co-sponsors the two largest conferences on computer vision: CVPR and the International Conference on Computer Vision (ICCV).

SOURCE IEEE Computer Society

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