Image Matching: Local Features and Beyond

EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography

Gabriele Berton,

Gabriele Goletto,

Gabriele Trivigno,

Alex Stoken,

Barbara Caputo,

Carlo Masone

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Berton_2024_CVPR, author = {Berton, Gabriele and Goletto, Gabriele and Trivigno, Gabriele and Stoken, Alex and Caputo, Barbara and Masone, Carlo}, title = {EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {4264-4274} }

Affine-based Deformable Attention and Selective Fusion for Semi-dense Matching

Hongkai Chen,

Zixin Luo,

Yurun Tian,

Xuyang Bai,

Ziyu Wang,

Lei Zhou,

Mingmin Zhen,

Tian Fang,

David Mckinnon,

Yanghai Tsin,

Long Quan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2024_CVPR, author = {Chen, Hongkai and Luo, Zixin and Tian, Yurun and Bai, Xuyang and Wang, Ziyu and Zhou, Lei and Zhen, Mingmin and Fang, Tian and Mckinnon, David and Tsin, Yanghai and Quan, Long}, title = {Affine-based Deformable Attention and Selective Fusion for Semi-dense Matching}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {4254-4263} }

XoFTR: Cross-modal Feature Matching Transformer

Önder Tuzcuoğlu,

Aybora Köksal,

Buğra Sofu,

Sinan Kalkan,

A. Aydin Alatan

[pdf]

[bibtex]

@InProceedings{Tuzcuoglu_2024_CVPR, author = {Tuzcuo\u{g}lu, \"Onder and K\"oksal, Aybora and Sofu, Bu\u{g}ra and Kalkan, Sinan and Alatan, A. Aydin}, title = {XoFTR: Cross-modal Feature Matching Transformer}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {4275-4286} }

Are Deep Learning Models Pre-trained on RGB Data Good Enough for RGB-Thermal Image Retrieval?

Amulya Pendota,

Sumohana S. Channappayya

[pdf] [supp]

[bibtex]

@InProceedings{Pendota_2024_CVPR, author = {Pendota, Amulya and Channappayya, Sumohana S.}, title = {Are Deep Learning Models Pre-trained on RGB Data Good Enough for RGB-Thermal Image Retrieval?}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {4287-4296} }

DeDoDe v2: Analyzing and Improving the DeDoDe Keypoint Detector

Johan Edstedt,

Georg Bökman,

Zhenjun Zhao

[pdf]

[bibtex]

@InProceedings{Edstedt_2024_CVPR, author = {Edstedt, Johan and B\"okman, Georg and Zhao, Zhenjun}, title = {DeDoDe v2: Analyzing and Improving the DeDoDe Keypoint Detector}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {4245-4253} }