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} }