CVPR 2023 Open Access Repository

19th CVPR Workshop on Perception Beyond the Visible Spectrum

Photometric Correction for Infrared Sensors: Jincheng Zhang,

Andrew R. Willis,

Kevin Brink; [pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2023_CVPR, author = {Zhang, Jincheng and Willis, Andrew R. and Brink, Kevin}, title = {Photometric Correction for Infrared Sensors}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {431-439} }
Spectral Transfer Guided Active Domain Adaptation for Thermal Imagery: Berkcan Ustun,

Ahmet Kagan Kaya,

Ezgi Cakir Ayerden,

Fazil Altinel; [pdf] [arXiv]
[bibtex]
@InProceedings{Ustun_2023_CVPR, author = {Ustun, Berkcan and Kaya, Ahmet Kagan and Ayerden, Ezgi Cakir and Altinel, Fazil}, title = {Spectral Transfer Guided Active Domain Adaptation for Thermal Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {449-458} }
Thermal Image Super-Resolution Challenge Results - PBVS 2023: Rafael E. Rivadeneira,

Angel D. Sappa,

Boris X. Vintimilla,

Dai Bin,

Li Ruodi,

Li Shengye,

Zhiwei Zhong,

Xianming Liu,

Junjun Jiang,

Chenyang Wang; [pdf]
[bibtex]
@InProceedings{Rivadeneira_2023_CVPR, author = {Rivadeneira, Rafael E. and Sappa, Angel D. and Vintimilla, Boris X. and Bin, Dai and Ruodi, Li and Shengye, Li and Zhong, Zhiwei and Liu, Xianming and Jiang, Junjun and Wang, Chenyang}, title = {Thermal Image Super-Resolution Challenge Results - PBVS 2023}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {470-478} }
Mitigating Catastrophic Interference Using Unsupervised Multi-Part Attention for RGB-IR Face Recognition: Kshitij Nikhal,

Nkiruka Uzuegbunam,

Bridget Kennedy,

Benjamin S. Riggan; [pdf]
[bibtex]
@InProceedings{Nikhal_2023_CVPR, author = {Nikhal, Kshitij and Uzuegbunam, Nkiruka and Kennedy, Bridget and Riggan, Benjamin S.}, title = {Mitigating Catastrophic Interference Using Unsupervised Multi-Part Attention for RGB-IR Face Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {335-344} }
C-PLES: Contextual Progressive Layer Expansion With Self-Attention for Multi-Class Landslide Segmentation on Mars Using Multimodal Satellite Imagery: Abel A. Reyes,

Sidike Paheding,

A. Rajaneesh,

K.S. Sajinkumar,

Thomas Oommen; [pdf]
[bibtex]
@InProceedings{Reyes_2023_CVPR, author = {Reyes, Abel A. and Paheding, Sidike and Rajaneesh, A. and Sajinkumar, K.S. and Oommen, Thomas}, title = {C-PLES: Contextual Progressive Layer Expansion With Self-Attention for Multi-Class Landslide Segmentation on Mars Using Multimodal Satellite Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {354-364} }
A Three-Stage Framework With Reliable Sample Pool for Long-Tailed Classification: Feng Cai,

Keyu Wu,

Haipeng Wang,

Feng Wang; [pdf]
[bibtex]
@InProceedings{Cai_2023_CVPR, author = {Cai, Feng and Wu, Keyu and Wang, Haipeng and Wang, Feng}, title = {A Three-Stage Framework With Reliable Sample Pool for Long-Tailed Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {479-486} }
DeepMAO: Deep Multi-Scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery: Aniruddh Sikdar,

Sumanth Udupa,

Prajwal Gurunath,

Suresh Sundaram; [pdf]
[bibtex]
@InProceedings{Sikdar_2023_CVPR, author = {Sikdar, Aniruddh and Udupa, Sumanth and Gurunath, Prajwal and Sundaram, Suresh}, title = {DeepMAO: Deep Multi-Scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {487-496} }
Appearance Label Balanced Triplet Loss for Multi-Modal Aerial View Object Classification: Raghunath Sai Puttagunta,

Zhu Li,

Shuvra Bhattacharyya,

George York; [pdf]
[bibtex]
@InProceedings{Puttagunta_2023_CVPR, author = {Puttagunta, Raghunath Sai and Li, Zhu and Bhattacharyya, Shuvra and York, George}, title = {Appearance Label Balanced Triplet Loss for Multi-Modal Aerial View Object Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {534-542} }
Detecting Underwater Discrete Scatterers in Echograms With Deep Learning-Based Semantic Segmentation: Rhythm Vohra,

Femina Senjaliya,

Melissa Cote,

Amanda Dash,

Alexandra Branzan Albu,

Julek Chawarski,

Steve Pearce,

Kaan Ersahin; [pdf] [supp]
[bibtex]
@InProceedings{Vohra_2023_CVPR, author = {Vohra, Rhythm and Senjaliya, Femina and Cote, Melissa and Dash, Amanda and Albu, Alexandra Branzan and Chawarski, Julek and Pearce, Steve and Ersahin, Kaan}, title = {Detecting Underwater Discrete Scatterers in Echograms With Deep Learning-Based Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {375-384} }
Thermal Infrared Single Image Dehazing and Blind Image Quality Assessment: Fabian Erlenbusch,

Constanze Merkt,

Bernardo de Oliveira,

Alexander Gatter,

Friedhelm Schwenker,

Ulrich Klauck,

Michael Teutsch; [pdf]
[bibtex]
@InProceedings{Erlenbusch_2023_CVPR, author = {Erlenbusch, Fabian and Merkt, Constanze and de Oliveira, Bernardo and Gatter, Alexander and Schwenker, Friedhelm and Klauck, Ulrich and Teutsch, Michael}, title = {Thermal Infrared Single Image Dehazing and Blind Image Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {459-469} }
Multimodal Object Detection by Channel Switching and Spatial Attention: Yue Cao,

Junchi Bin,

Jozsef Hamari,

Erik Blasch,

Zheng Liu; [pdf]
[bibtex]
@InProceedings{Cao_2023_CVPR, author = {Cao, Yue and Bin, Junchi and Hamari, Jozsef and Blasch, Erik and Liu, Zheng}, title = {Multimodal Object Detection by Channel Switching and Spatial Attention}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {403-411} }
Multi-Sensor Ensemble-Guided Attention Network for Aerial Vehicle Perception Beyond Visible Spectrum: Alicja Kwasniewska,

Anastacia MacAllister,

Rey Nicolas,

Javier Garza; [pdf]
[bibtex]
@InProceedings{Kwasniewska_2023_CVPR, author = {Kwasniewska, Alicja and MacAllister, Anastacia and Nicolas, Rey and Garza, Javier}, title = {Multi-Sensor Ensemble-Guided Attention Network for Aerial Vehicle Perception Beyond Visible Spectrum}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {345-353} }
Enhanced Thermal-RGB Fusion for Robust Object Detection: Wassim El Ahmar,

Yahya Massoud,

Dhanvin Kolhatkar,

Hamzah AlGhamdi,

Mohammad Alja’afreh,

Riad Hammoud,

Robert Laganiere; [pdf]
[bibtex]
@InProceedings{El_Ahmar_2023_CVPR, author = {El Ahmar, Wassim and Massoud, Yahya and Kolhatkar, Dhanvin and AlGhamdi, Hamzah and Alja{\textquoteright}afreh, Mohammad and Hammoud, Riad and Laganiere, Robert}, title = {Enhanced Thermal-RGB Fusion for Robust Object Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {365-374} }
MoundCount: A Detection-Based Approach for Automatic Counting of Planting Microsites on UAV Images: Ahmed Zgaren,

Wassim Bouachir,

Nizar Bouguila,

Riad I. Hammoud; [pdf]
[bibtex]
@InProceedings{Zgaren_2023_CVPR, author = {Zgaren, Ahmed and Bouachir, Wassim and Bouguila, Nizar and Hammoud, Riad I.}, title = {MoundCount: A Detection-Based Approach for Automatic Counting of Planting Microsites on UAV Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {497-506} }
Multi-Modal Aerial View Image Challenge: Translation From Synthetic Aperture Radar to Electro-Optical Domain Results - PBVS 2023: Spencer Low,

Oliver Nina,

Angel D. Sappa,

Erik Blasch,

Nathan Inkawhich; [pdf]
[bibtex]
@InProceedings{Low_2023_CVPR, author = {Low, Spencer and Nina, Oliver and Sappa, Angel D. and Blasch, Erik and Inkawhich, Nathan}, title = {Multi-Modal Aerial View Image Challenge: Translation From Synthetic Aperture Radar to Electro-Optical Domain Results - PBVS 2023}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {515-523} }
Seeing Through the Data: A Statistical Evaluation of Prohibited Item Detection Benchmark Datasets for X-Ray Security Screening: Brian K. S. Isaac-Medina,

Seyma Yucer,

Neelanjan Bhowmik,

Toby P. Breckon; [pdf]
[bibtex]
@InProceedings{Isaac-Medina_2023_CVPR, author = {Isaac-Medina, Brian K. S. and Yucer, Seyma and Bhowmik, Neelanjan and Breckon, Toby P.}, title = {Seeing Through the Data: A Statistical Evaluation of Prohibited Item Detection Benchmark Datasets for X-Ray Security Screening}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {524-533} }
CoReFusion: Contrastive Regularized Fusion for Guided Thermal Super-Resolution: Aditya Kasliwal,

Pratinav Seth,

Sriya Rallabandi,

Sanchit Singhal; [pdf] [arXiv]
[bibtex]
@InProceedings{Kasliwal_2023_CVPR, author = {Kasliwal, Aditya and Seth, Pratinav and Rallabandi, Sriya and Singhal, Sanchit}, title = {CoReFusion: Contrastive Regularized Fusion for Guided Thermal Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {507-514} }
Multispectral Contrastive Learning With Viewmaker Networks: Jasmine Bayrooti,

Noah Goodman,

Alex Tamkin; [pdf] [arXiv]
[bibtex]
@InProceedings{Bayrooti_2023_CVPR, author = {Bayrooti, Jasmine and Goodman, Noah and Tamkin, Alex}, title = {Multispectral Contrastive Learning With Viewmaker Networks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {440-448} }
IR Reasoner: Real-Time Infrared Object Detection by Visual Reasoning: Meryem Mine Gündoğan,

Tolga Aksoy,

Alptekin Temizel,

Ugur Halici; [pdf]
[bibtex]
@InProceedings{Gundogan_2023_CVPR, author = {G\"undo\u{g}an, Meryem Mine and Aksoy, Tolga and Temizel, Alptekin and Halici, Ugur}, title = {IR Reasoner: Real-Time Infrared Object Detection by Visual Reasoning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {422-430} }
VisiTherS: Visible-Thermal Infrared Stereo Disparity Estimation of Human Silhouette: Noreen Anwar,

Philippe Duplessis-Guindon,

Guillaume-Alexandre Bilodeau,

Wassim Bouachir; [pdf] [arXiv]
[bibtex]
@InProceedings{Anwar_2023_CVPR, author = {Anwar, Noreen and Duplessis-Guindon, Philippe and Bilodeau, Guillaume-Alexandre and Bouachir, Wassim}, title = {VisiTherS: Visible-Thermal Infrared Stereo Disparity Estimation of Human Silhouette}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {394-402} }
Multi-Modal Aerial View Object Classification Challenge Results - PBVS 2023: Spencer Low,

Oliver Nina,

Angel D. Sappa,

Erik Blasch,

Nathan Inkawhich; [pdf]
[bibtex]
@InProceedings{Low_2023_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 2023}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {412-421} }
A Meta-Learning Approach for Domain Generalisation Across Visual Modalities in Vehicle Re-Identification: Eleni Kamenou,

Jesús Martínez del Rincón,

Paul Miller,

Patricia Devlin-Hill; [pdf]
[bibtex]
@InProceedings{Kamenou_2023_CVPR, author = {Kamenou, Eleni and del Rinc\'on, Jes\'us Mart{\'\i}nez and Miller, Paul and Devlin-Hill, Patricia}, title = {A Meta-Learning Approach for Domain Generalisation Across Visual Modalities in Vehicle Re-Identification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {385-393} }