CVPR 2022 Open Access Repository

Perception Beyond the Visible Spectrum

Variational Autoencoders for Generating Hyperspectral Imaging Honey Adulteration Data: Tessa Phillips,

Waleed Abdulla; [pdf]
[bibtex]
@InProceedings{Phillips_2022_CVPR, author = {Phillips, Tessa and Abdulla, Waleed}, title = {Variational Autoencoders for Generating Hyperspectral Imaging Honey Adulteration Data}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {214-221} }
Multiple Object Detection and Tracking in the Thermal Spectrum: Wassim A. El Ahmar,

Dhanvin Kolhatkar,

Farzan Erlik Nowruzi,

Hamzah AlGhamdi,

Jonathan Hou,

Robert Laganiere; [pdf]
[bibtex]
@InProceedings{El_Ahmar_2022_CVPR, author = {El Ahmar, Wassim A. and Kolhatkar, Dhanvin and Nowruzi, Farzan Erlik and AlGhamdi, Hamzah and Hou, Jonathan and Laganiere, Robert}, title = {Multiple Object Detection and Tracking in the Thermal Spectrum}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {277-285} }
Deep Neural Network With Walsh-Hadamard Transform Layer for Ember Detection During a Wildfire: Hongyi Pan,

Diaa Badawi,

Chang Chen,

Adam Watts,

Erdem Koyuncu,

Ahmet Enis Cetin; [pdf]
[bibtex]
@InProceedings{Pan_2022_CVPR, author = {Pan, Hongyi and Badawi, Diaa and Chen, Chang and Watts, Adam and Koyuncu, Erdem and Cetin, Ahmet Enis}, title = {Deep Neural Network With Walsh-Hadamard Transform Layer for Ember Detection During a Wildfire}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {257-266} }
Unsupervised Anomaly Detection From Time-of-Flight Depth Images: Pascal Schneider,

Jason Rambach,

Bruno Mirbach,

Didier Stricker; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Schneider_2022_CVPR, author = {Schneider, Pascal and Rambach, Jason and Mirbach, Bruno and Stricker, Didier}, title = {Unsupervised Anomaly Detection From Time-of-Flight Depth Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {231-240} }
Semi-Supervised Hyperspectral Object Detection Challenge Results - PBVS 2022: Aneesh Rangnekar,

Zachary Mulhollan,

Anthony Vodacek,

Matthew Hoffman,

Angel D. Sappa,

Erik Blasch,

Jun Yu,

Liwen Zhang,

Shenshen Du,

Hao Chang,

Keda Lu,

Zhong Zhang,

Fang Gao,

Ye Yu,

Feng Shuang,

Lei Wang,

Qiang Ling,

Pranjay Shyam,

Kuk-Jin Yoon,

Kyung-Soo Kim; [pdf]
[bibtex]
@InProceedings{Rangnekar_2022_CVPR, author = {Rangnekar, Aneesh and Mulhollan, Zachary and Vodacek, Anthony and Hoffman, Matthew and Sappa, Angel D. and Blasch, Erik and Yu, Jun and Zhang, Liwen and Du, Shenshen and Chang, Hao and Lu, Keda and Zhang, Zhong and Gao, Fang and Yu, Ye and Shuang, Feng and Wang, Lei and Ling, Qiang and Shyam, Pranjay and Yoon, Kuk-Jin and Kim, Kyung-Soo}, title = {Semi-Supervised Hyperspectral Object Detection Challenge Results - PBVS 2022}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {390-398} }
GAF-NAU: Gramian Angular Field Encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification: Sidike Paheding,

Abel A. Reyes,

Anush Kasaragod,

Thomas Oommen; [pdf]
[bibtex]
@InProceedings{Paheding_2022_CVPR, author = {Paheding, Sidike and Reyes, Abel A. and Kasaragod, Anush and Oommen, Thomas}, title = {GAF-NAU: Gramian Angular Field Encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {409-417} }
HSI-Guided Intrinsic Image Decomposition for Outdoor Scenes: Fan Zhang,

Shaodi You,

Yu Li,

Ying Fu; [pdf]
[bibtex]
@InProceedings{Zhang_2022_CVPR, author = {Zhang, Fan and You, Shaodi and Li, Yu and Fu, Ying}, title = {HSI-Guided Intrinsic Image Decomposition for Outdoor Scenes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {313-322} }
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models: Engin Uzun,

Ahmet Anıl Dursun,

Erdem Akagündüz; [pdf]
[bibtex]
@InProceedings{Uzun_2022_CVPR, author = {Uzun, Engin and Dursun, Ahmet An{\i}l and Akag\"und\"uz, Erdem}, title = {Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {241-248} }
Semantic Segmentation for Thermal Images: A Comparative Survey: Zülfiye Kütük,

Görkem Algan; [pdf]
[bibtex]
@InProceedings{Kutuk_2022_CVPR, author = {K\"ut\"uk, Z\"ulfiye and Algan, G\"orkem}, title = {Semantic Segmentation for Thermal Images: A Comparative Survey}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {286-295} }
A Two-Stage Shake-Shake Network for Long-Tailed Recognition of SAR Aerial View Objects: Gongzhe Li,

Linpeng Pan,

Linwei Qiu,

Zhiwen Tan,

Fengying Xie,

Haopeng Zhang; [pdf]
[bibtex]
@InProceedings{Li_2022_CVPR, author = {Li, Gongzhe and Pan, Linpeng and Qiu, Linwei and Tan, Zhiwen and Xie, Fengying and Zhang, Haopeng}, title = {A Two-Stage Shake-Shake Network for Long-Tailed Recognition of SAR Aerial View Objects}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {249-256} }
Multi-Modal Aerial View Object Classification Challenge Results - PBVS 2022: Spencer Low,

Oliver Nina,

Angel D. Sappa,

Erik Blasch,

Nathan Inkawhich; [pdf]
[bibtex]
@InProceedings{Low_2022_CVPR, author = {Low, Spencer and Nina, Oliver and Sappa, Angel D. and Blasch, Erik and Inkawhich, Nathan}, title = {Multi-Modal Aerial View Object Classification Challenge Results - PBVS 2022}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {350-358} }
Depthwise Convolution for Compact Object Detector in Nighttime Images: Heena Patel,

Kalpesh Prajapati,

Anjali Sarvaiya,

Kishor Upla,

Kiran Raja,

Raghavendra Ramachandra,

Christoph Busch; [pdf] [supp]
[bibtex]
@InProceedings{Patel_2022_CVPR, author = {Patel, Heena and Prajapati, Kalpesh and Sarvaiya, Anjali and Upla, Kishor and Raja, Kiran and Ramachandra, Raghavendra and Busch, Christoph}, title = {Depthwise Convolution for Compact Object Detector in Nighttime Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {379-389} }
Pseudo-Label Generation and Various Data Augmentation for Semi-Supervised Hyperspectral Object Detection: Jun Yu,

Liwen Zhang,

Shenshen Du,

Hao Chang,

Keda Lu,

Zhong Zhang,

Ye Yu,

Lei Wang,

Qiang Ling; [pdf]
[bibtex]
@InProceedings{Yu_2022_CVPR, author = {Yu, Jun and Zhang, Liwen and Du, Shenshen and Chang, Hao and Lu, Keda and Zhang, Zhong and Yu, Ye and Wang, Lei and Ling, Qiang}, title = {Pseudo-Label Generation and Various Data Augmentation for Semi-Supervised Hyperspectral Object Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {305-312} }
AquaGAN: Restoration of Underwater Images: Chaitra Desai,

Badduri Sai Sudheer Reddy,

Ramesh Ashok Tabib,

Ujwala Patil,

Uma Mudenagudi; [pdf]
[bibtex]
@InProceedings{Desai_2022_CVPR, author = {Desai, Chaitra and Reddy, Badduri Sai Sudheer and Tabib, Ramesh Ashok and Patil, Ujwala and Mudenagudi, Uma}, title = {AquaGAN: Restoration of Underwater Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {296-304} }
A Multiview Depth-Based Motion Capture Benchmark Dataset for Human Motion Denoising and Enhancement Research: Nate Lannan,

Le Zhou,

Guoliang Fan; [pdf]
[bibtex]
@InProceedings{Lannan_2022_CVPR, author = {Lannan, Nate and Zhou, Le and Fan, Guoliang}, title = {A Multiview Depth-Based Motion Capture Benchmark Dataset for Human Motion Denoising and Enhancement Research}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {427-436} }
From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution: Junjun Jiang,

Chenyang Wang,

Xianming Liu,

Kui Jiang,

Jiayi Ma; [pdf] [arXiv]
[bibtex]
@InProceedings{Jiang_2022_CVPR, author = {Jiang, Junjun and Wang, Chenyang and Liu, Xianming and Jiang, Kui and Ma, Jiayi}, title = {From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {267-276} }
Cross-Modal Image Synthesis Within Dual-Energy X-Ray Security Imagery: Brian K. S. Isaac-Medina,

Neelanjan Bhowmik,

Chris G. Willcocks,

Toby P. Breckon; [pdf]
[bibtex]
@InProceedings{Isaac-Medina_2022_CVPR, author = {Isaac-Medina, Brian K. S. and Bhowmik, Neelanjan and Willcocks, Chris G. and Breckon, Toby P.}, title = {Cross-Modal Image Synthesis Within Dual-Energy X-Ray Security Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {333-341} }
Thermal Image Super-Resolution Challenge Results - PBVS 2022: Rafael E. Rivadeneira,

Angel D. Sappa,

Boris X. Vintimilla,

Jin Kim,

Dogun Kim,

Zhihao Li,

Yingchun Jian,

Bo Yan,

Leilei Cao,

Fengliang Qi,

Hongbin Wang,

Rongyuan Wu,

Lingchen Sun,

Yongqiang Zhao,

Lin Li,

Kai Wang,

Yicheng Wang,

Xuanming Zhang,

Huiyuan Wei,

Chonghua Lv,

Qigong Sun,

Xiaolin Tian,

Zhuang Jia,

Jiakui Hu,

Chenyang Wang,

Zhiwei Zhong,

Xianming Liu,

Junjun Jiang; [pdf]
[bibtex]
@InProceedings{Rivadeneira_2022_CVPR, author = {Rivadeneira, Rafael E. and Sappa, Angel D. and Vintimilla, Boris X. and Kim, Jin and Kim, Dogun and Li, Zhihao and Jian, Yingchun and Yan, Bo and Cao, Leilei and Qi, Fengliang and Wang, Hongbin and Wu, Rongyuan and Sun, Lingchen and Zhao, Yongqiang and Li, Lin and Wang, Kai and Wang, Yicheng and Zhang, Xuanming and Wei, Huiyuan and Lv, Chonghua and Sun, Qigong and Tian, Xiaolin and Jia, Zhuang and Hu, Jiakui and Wang, Chenyang and Zhong, Zhiwei and Liu, Xianming and Jiang, Junjun}, title = {Thermal Image Super-Resolution Challenge Results - PBVS 2022}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {418-426} }
TMVNet: Using Transformers for Multi-View Voxel-Based 3D Reconstruction: Kebin Peng,

Rifatul Islam,

John Quarles,

Kevin Desai; [pdf]
[bibtex]
@InProceedings{Peng_2022_CVPR, author = {Peng, Kebin and Islam, Rifatul and Quarles, John and Desai, Kevin}, title = {TMVNet: Using Transformers for Multi-View Voxel-Based 3D Reconstruction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {222-230} }
CIPPSRNet: A Camera Internal Parameters Perception Network Based Contrastive Learning for Thermal Image Super-Resolution: Kai Wang,

Qigong Sun,

Yicheng Wang,

Huiyuan Wei,

Chonghua Lv,

Xiaolin Tian,

Xu Liu; [pdf]
[bibtex]
@InProceedings{Wang_2022_CVPR, author = {Wang, Kai and Sun, Qigong and Wang, Yicheng and Wei, Huiyuan and Lv, Chonghua and Tian, Xiaolin and Liu, Xu}, title = {CIPPSRNet: A Camera Internal Parameters Perception Network Based Contrastive Learning for Thermal Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {342-349} }
Lidar Positioning for Indoor Precision Navigation: Max Holmberg,

Oskar Karlsson,

Michael Tulldahl; [pdf]
[bibtex]
@InProceedings{Holmberg_2022_CVPR, author = {Holmberg, Max and Karlsson, Oskar and Tulldahl, Michael}, title = {Lidar Positioning for Indoor Precision Navigation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {359-368} }
3DRRDB: Super Resolution of Multiple Remote Sensing Images Using 3D Residual in Residual Dense Blocks: Mohamed Ramzy Ibrahim,

Robert Benavente,

Felipe Lumbreras,

Daniel Ponsa; [pdf] [supp]
[bibtex]
@InProceedings{Ibrahim_2022_CVPR, author = {Ibrahim, Mohamed Ramzy and Benavente, Robert and Lumbreras, Felipe and Ponsa, Daniel}, title = {3DRRDB: Super Resolution of Multiple Remote Sensing Images Using 3D Residual in Residual Dense Blocks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {323-332} }
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition: Soufiane Lamghari,

Guillaume-Alexandre Bilodeau,

Nicolas Saunier; [pdf] [arXiv]
[bibtex]
@InProceedings{Lamghari_2022_CVPR, author = {Lamghari, Soufiane and Bilodeau, Guillaume-Alexandre and Saunier, Nicolas}, title = {ActAR: Actor-Driven Pose Embeddings for Video Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {399-408} }
Lost in Compression: The Impact of Lossy Image Compression on Variable Size Object Detection Within Infrared Imagery: Neelanjan Bhowmik,

Jack W. Barker,

Yona Falinie A. Gaus,

Toby P. Breckon; [pdf] [arXiv]
[bibtex]
@InProceedings{Bhowmik_2022_CVPR, author = {Bhowmik, Neelanjan and Barker, Jack W. and Gaus, Yona Falinie A. and Breckon, Toby P.}, title = {Lost in Compression: The Impact of Lossy Image Compression on Variable Size Object Detection Within Infrared Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {369-378} }