Omnidirectional Computer Vision in Research and Industry

Rethinking Supervised Depth Estimation for 360deg Panoramic Imagery

Lu He,

Bing Jian,

Yangming Wen,

Haichao Zhu,

Kelin Liu,

Weiwei Feng,

Shan Liu

[pdf]

[bibtex]

@InProceedings{He_2022_CVPR, author = {He, Lu and Jian, Bing and Wen, Yangming and Zhu, Haichao and Liu, Kelin and Feng, Weiwei and Liu, Shan}, title = {Rethinking Supervised Depth Estimation for 360deg Panoramic Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {5173-5181} }

SPIN: Simplifying Polar Invariance for Neural Networks Application to Vision-Based Irradiance Forecasting

Quentin Paletta,

Anthony Hu,

Guillaume Arbod,

Philippe Blanc,

Joan Lasenby

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Paletta_2022_CVPR, author = {Paletta, Quentin and Hu, Anthony and Arbod, Guillaume and Blanc, Philippe and Lasenby, Joan}, title = {SPIN: Simplifying Polar Invariance for Neural Networks Application to Vision-Based Irradiance Forecasting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {5182-5191} }

Pose Estimation for Two-View Panoramas Based on Keypoint Matching: A Comparative Study and Critical Analysis

Jeffri Murrugarra-Llerena,

Thiago L. T. da Silveira,

Claudio R. Jung

[pdf]

[bibtex]

@InProceedings{Murrugarra-Llerena_2022_CVPR, author = {Murrugarra-Llerena, Jeffri and da Silveira, Thiago L. T. and Jung, Claudio R.}, title = {Pose Estimation for Two-View Panoramas Based on Keypoint Matching: A Comparative Study and Critical Analysis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {5202-5211} }

HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model

Masum Shah Junayed,

Arezoo Sadeghzadeh,

Md Baharul Islam,

Lai-Kuan Wong,

Tarkan Aydın

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Junayed_2022_CVPR, author = {Junayed, Masum Shah and Sadeghzadeh, Arezoo and Islam, Md Baharul and Wong, Lai-Kuan and Ayd{\i}n, Tarkan}, title = {HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {5212-5221} }

A New Non-Central Model for Fisheye Calibration

Radka Tezaur,

Avinash Kumar,

Oscar Nestares

[pdf]

[bibtex]

@InProceedings{Tezaur_2022_CVPR, author = {Tezaur, Radka and Kumar, Avinash and Nestares, Oscar}, title = {A New Non-Central Model for Fisheye Calibration}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {5222-5231} }

3D Room Layout Recovery Generalizing Across Manhattan and Non-Manhattan Worlds

Haijing Jia,

Hong Yi,

Hirochika Fujiki,

Hengzhi Zhang,

Wei Wang,

Makoto Odamaki

[pdf]

[bibtex]

@InProceedings{Jia_2022_CVPR, author = {Jia, Haijing and Yi, Hong and Fujiki, Hirochika and Zhang, Hengzhi and Wang, Wei and Odamaki, Makoto}, title = {3D Room Layout Recovery Generalizing Across Manhattan and Non-Manhattan Worlds}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {5192-5201} }

Photometric Visual Gyroscope for Full-View Spherical Camera

Antoine N. André,

Guillaume Caron

[pdf]

[bibtex]

@InProceedings{Andre_2022_CVPR, author = {Andr\'e, Antoine N. and Caron, Guillaume}, title = {Photometric Visual Gyroscope for Full-View Spherical Camera}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {5232-5235} }