Call for Papers
________________________________________________
*Image Matching: Local Features & Beyond*
*CVPR 2025 Workshop*
*submission deadline*: March 11, 2025
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Workshop: https://image-matching-workshop.github.io
CMT website for paper submission:
https://cmt3.research.microsoft.com/IMW2025
___*Overview* ___
We're happy to announce the seventh (!) edition of the Image Matching
Workshop, co-located as every year with CVPR 2025. Our goal is to
encourage and highlight novel strategies for image matching that deviate
from and advance traditional formulations, with a focus on large-scale,
wide-baseline matching for 3D reconstruction and pose estimation.
___*Challenge* ___
The workshop will once again feature an open challenge, which we expect
to announce soon.
___*Topics* ___
Workshop topics include (but are not limited to):
- Formulations of keypoint extraction and matching pipelines with deep
networks.
- Application of geometric constraints into the training of deep networks.
- Leveraging additional cues such as semantics and mono-depth estimates.
- Methods addressing adversarial conditions where current methods fail
(weather changes, day versus night, etc.).
- Attention mechanisms to match salient image regions.
- Integration of differentiable components into 3D reconstruction
frameworks.
- Connecting local descriptors/image matching with global
descriptors/image retrieval.
- Matching across different data modalities such as aerial versus ground.
- Large-scale evaluation of classical and modern methods for image
matching, by means of our open challenge.
- New perception devices such as event-based cameras.
- Other topics related to image matching, structure from motion,
mapping, and relocalization, such as privacy-preserving representations.
___*Invited speakers* ___
- Johannes Schoenberger, Meta
- Jonáลก Kulhánek, CTU Prague
___*Paper submission* ___
We invite paper submissions up to 8 pages, excluding references and
acknowledgements. They should use the CVPR template (reviews are
double-blind, so please hide author data in the pdf) and be submitted to
the CMT site (linked above). Submissions must contain novel work and
will be indexed in IEEE Xplore/CVF. They will receive at least two
double-blind reviews.
We welcome PC self-nominations. If you're willing to review for the
workshop, please reach out at image-matching@googlegroups.com.
___*Important dates* ___
- Paper submission deadline: March 11, 2025
- Notification to authors: April 1, 2025
- Camera-ready deadline: April 4, 2025 (hard deadline on April 7)
- Workshop date: TBC (June 11 or 12, 2025)
___*Organizers* ___
- Fabio Bellavia, University of Palermo
- Jiri Matas, Czech Technical University in Prague
- Dmytro Mishkin, Czech Technical University in Prague/HOVER Inc.
- Luca Morelli, University of Trento/Bruno Kessler Foundation
- Fabio Remondino, Bruno Kessler Foundation
- Amy Tabb, USDA-ARS-AFRS
- Eduard Trulls, Google
- Kwang Moo Yi, University of British Columbia
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