20th Workshop on Perception Beyond the Visible Spectrum


DaFF: Dual Attentive Feature Fusion for Multispectral Pedestrian Detection
Afnan Althoupety,
Li-Yun Wang,
Wu-Chi Feng,
Banafsheh Rekabdar
[pdf]
[bibtex]
@InProceedings{Althoupety_2024_CVPR, author = {Althoupety, Afnan and Wang, Li-Yun and Feng, Wu-Chi and Rekabdar, Banafsheh}, title = {DaFF: Dual Attentive Feature Fusion for Multispectral Pedestrian Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2997-3006} }

Learning Surface Terrain Classifications from Ground Penetrating Radar
Anja Sheppard,
Jason Brown,
Nilton Renno,
Katherine A. Skinner
[pdf] [arXiv]
[bibtex]
@InProceedings{Sheppard_2024_CVPR, author = {Sheppard, Anja and Brown, Jason and Renno, Nilton and Skinner, Katherine A.}, title = {Learning Surface Terrain Classifications from Ground Penetrating Radar}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3047-3055} }

Narrowing the Synthetic-to-Real Gap for Thermal Infrared Semantic Image Segmentation Using Diffusion-based Conditional Image Synthesis
Christian Mayr,
Christian Kubler,
Norbert Haala,
Michael Teutsch
[pdf]
[bibtex]
@InProceedings{Mayr_2024_CVPR, author = {Mayr, Christian and Kubler, Christian and Haala, Norbert and Teutsch, Michael}, title = {Narrowing the Synthetic-to-Real Gap for Thermal Infrared Semantic Image Segmentation Using Diffusion-based Conditional Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3131-3141} }

SwinFuSR: An Image Fusion-inspired Model for RGB-guided Thermal Image Super-resolution
Cyprien Arnold,
Philippe Jouvet,
Lama Seoud
[pdf] [arXiv]
[bibtex]
@InProceedings{Arnold_2024_CVPR, author = {Arnold, Cyprien and Jouvet, Philippe and Seoud, Lama}, title = {SwinFuSR: An Image Fusion-inspired Model for RGB-guided Thermal Image Super-resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3027-3036} }

MvAV-pix2pixHD: Multi-view Aerial View Image Translation
Jun Yu,
Keda Lu,
Shenshen Du,
Lin Xu,
Peng Chang,
Houde Liu,
Bin Lan,
Tianyu Liu
[pdf]
[bibtex]
@InProceedings{Yu_2024_CVPR, author = {Yu, Jun and Lu, Keda and Du, Shenshen and Xu, Lin and Chang, Peng and Liu, Houde and Lan, Bin and Liu, Tianyu}, title = {MvAV-pix2pixHD: Multi-view Aerial View Image Translation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3066-3075} }

Exploring the Usage of Diffusion Models for Thermal Image Super-resolution: A Generic Uncertainty-aware Approach for Guided and Non-guided Schemes
Carlos Cortés-Mendez,
Jean-Bernard Hayet
[pdf]
[bibtex]
@InProceedings{Cortes-Mendez_2024_CVPR, author = {Cort\'es-Mendez, Carlos and Hayet, Jean-Bernard}, title = {Exploring the Usage of Diffusion Models for Thermal Image Super-resolution: A Generic Uncertainty-aware Approach for Guided and Non-guided Schemes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3123-3130} }

Multi-Scale Feature Fusion using Channel Transformers for Guided Thermal Image Super Resolution
Raghunath Sai Puttagunta,
Birendra Kathariya,
Zhu Li,
George York
[pdf]
[bibtex]
@InProceedings{Puttagunta_2024_CVPR, author = {Puttagunta, Raghunath Sai and Kathariya, Birendra and Li, Zhu and York, George}, title = {Multi-Scale Feature Fusion using Channel Transformers for Guided Thermal Image Super Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3086-3095} }

Deep Learning-Based Identification of Arctic Ocean Boundaries and Near-Surface Phenomena in Underwater Echograms
Femina Senjaliya,
Melissa Cote,
Amanda Dash,
Alexandra Branzan Albu,
Andrea Niemi,
Stéphane Gauthier,
Julek Chawarski,
Steve Pearce,
Kaan Ersahin,
Keath Borg
[pdf]
[bibtex]
@InProceedings{Senjaliya_2024_CVPR, author = {Senjaliya, Femina and Cote, Melissa and Dash, Amanda and Albu, Alexandra Branzan and Niemi, Andrea and Gauthier, St\'ephane and Chawarski, Julek and Pearce, Steve and Ersahin, Kaan and Borg, Keath}, title = {Deep Learning-Based Identification of Arctic Ocean Boundaries and Near-Surface Phenomena in Underwater Echograms}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2977-2986} }

Revisiting Pre-trained Remote Sensing Model Benchmarks: Resizing and Normalization Matters
Isaac Corley,
Caleb Robinson,
Rahul Dodhia,
Juan M. Lavista Ferres,
Peyman Najafirad
[pdf] [arXiv]
[bibtex]
@InProceedings{Corley_2024_CVPR, author = {Corley, Isaac and Robinson, Caleb and Dodhia, Rahul and Ferres, Juan M. Lavista and Najafirad, Peyman}, title = {Revisiting Pre-trained Remote Sensing Model Benchmarks: Resizing and Normalization Matters}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3162-3172} }

Multi-modal Aerial View Image Challenge: Sensor Domain Translation
Spencer Low,
Oliver Nina,
Dylan Bowald,
Angel D. Sappa,
Nathan Inkawhich,
Peter Bruns
[pdf]
[bibtex]
@InProceedings{Low_2024_CVPR, author = {Low, Spencer and Nina, Oliver and Bowald, Dylan and Sappa, Angel D. and Inkawhich, Nathan and Bruns, Peter}, title = {Multi-modal Aerial View Image Challenge: Sensor Domain Translation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3096-3104} }

Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery
Yona Falinie A. Gaus,
Neelanjan Bhowmik,
Brian K. S. Isaac-Medina,
Toby P. Breckon
[pdf] [arXiv]
[bibtex]
@InProceedings{Gaus_2024_CVPR, author = {Gaus, Yona Falinie A. and Bhowmik, Neelanjan and Isaac-Medina, Brian K. S. and Breckon, Toby P.}, title = {Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3142-3152} }

CAFF-DINO: Multi-spectral Object Detection Transformers with Cross-attention Features Fusion
Kevin Helvig,
Baptiste Abeloos,
Pauline Trouvé-Peloux
[pdf]
[bibtex]
@InProceedings{Helvig_2024_CVPR, author = {Helvig, Kevin and Abeloos, Baptiste and Trouv\'e-Peloux, Pauline}, title = {CAFF-DINO: Multi-spectral Object Detection Transformers with Cross-attention Features Fusion}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3037-3046} }

BiMAE - A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification
Maksim Kukushkin,
Martin Bogdan,
Thomas Schmid
[pdf] [supp]
[bibtex]
@InProceedings{Kukushkin_2024_CVPR, author = {Kukushkin, Maksim and Bogdan, Martin and Schmid, Thomas}, title = {BiMAE - A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2987-2996} }

Scattering Prompt Tuning: A Fine-tuned Foundation Model for SAR Object Recognition
Weilong Guo,
Shengyang Li,
Jian Yang
[pdf]
[bibtex]
@InProceedings{Guo_2024_CVPR, author = {Guo, Weilong and Li, Shengyang and Yang, Jian}, title = {Scattering Prompt Tuning: A Fine-tuned Foundation Model for SAR Object Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3056-3065} }

Seeing the Vibration from Fiber-Optic Cables: Rain Intensity Monitoring using Deep Frequency Filtering
Zhuocheng Jiang,
Yangmin Ding,
Junhui Zhao,
Yue Tian,
Shaobo Han,
Sarper Ozharar,
Ting Wang,
James M. Moore
[pdf]
[bibtex]
@InProceedings{Jiang_2024_CVPR, author = {Jiang, Zhuocheng and Ding, Yangmin and Zhao, Junhui and Tian, Yue and Han, Shaobo and Ozharar, Sarper and Wang, Ting and Moore, James M.}, title = {Seeing the Vibration from Fiber-Optic Cables: Rain Intensity Monitoring using Deep Frequency Filtering}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3017-3026} }

HNN: Hierarchical Noise-Deinterlace Net Towards Image Denoising
Amogh Joshi,
Nikhil Akalwadi,
Chinmayee Mandi,
Chaitra Desai,
Ramesh Ashok Tabib,
Ujwala Patil,
Uma Mudenagudi
[pdf]
[bibtex]
@InProceedings{Joshi_2024_CVPR, author = {Joshi, Amogh and Akalwadi, Nikhil and Mandi, Chinmayee and Desai, Chaitra and Tabib, Ramesh Ashok and Patil, Ujwala and Mudenagudi, Uma}, title = {HNN: Hierarchical Noise-Deinterlace Net Towards Image Denoising}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3007-3016} }

Flexible Window-based Self-attention Transformer in Thermal Image Super-Resolution
Hongcheng Jiang,
Zhiqiang Chen
[pdf]
[bibtex]
@InProceedings{Jiang_2024_CVPR, author = {Jiang, Hongcheng and Chen, Zhiqiang}, title = {Flexible Window-based Self-attention Transformer in Thermal Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3076-3085} }

Multi-modal Aerial View Image Challenge: SAR Classification
Spencer Low,
Oliver Nina,
Dylan Bowald,
Angel D. Sappa,
Nathan Inkawhich,
Peter Bruns
[pdf]
[bibtex]
@InProceedings{Low_2024_CVPR, author = {Low, Spencer and Nina, Oliver and Bowald, Dylan and Sappa, Angel D. and Inkawhich, Nathan and Bruns, Peter}, title = {Multi-modal Aerial View Image Challenge: SAR Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3105-3112} }

Forward-Forward Algorithm for Hyperspectral Image Classification
Abel A. Reyes-Angulo,
Sidike Paheding
[pdf] [arXiv]
[bibtex]
@InProceedings{Reyes-Angulo_2024_CVPR, author = {Reyes-Angulo, Abel A. and Paheding, Sidike}, title = {Forward-Forward Algorithm for Hyperspectral Image Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3153-3161} }

Thermal Image Super-Resolution Challenge Results - PBVS 2024
Rafael E. Rivadeneira,
Angel D. Sappa,
Chenyang Wang,
Junjun Jiang,
Zhiwei Zhong,
Peilin Chen,
Shiqi Wang
[pdf]
[bibtex]
@InProceedings{Rivadeneira_2024_CVPR, author = {Rivadeneira, Rafael E. and Sappa, Angel D. and Wang, Chenyang and Jiang, Junjun and Zhong, Zhiwei and Chen, Peilin and Wang, Shiqi}, title = {Thermal Image Super-Resolution Challenge Results - PBVS 2024}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3113-3122} }