CVPR 2019 Open Access Repository

Perception Beyond the Visible Spectrum workshop

Segmentation of Low-Level Temporal Plume Patterns From IR Video: Rajeev Bhatt,

M. Gokhan Uzunbas,

Thai Hoang,

Ozge C. Whiting; [pdf]
[bibtex]
@InProceedings{Bhatt_2019_CVPR_Workshops,
author = {Bhatt, Rajeev and Gokhan Uzunbas, M. and Hoang, Thai and Whiting, Ozge C.},
title = {Segmentation of Low-Level Temporal Plume Patterns From IR Video},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Comparing the Effects of Annotation Type on Machine Learning Detection Performance: James F. Mullen Jr.,

Franklin R. Tanner,

Phil A. Sallee; [pdf]
[bibtex]
@InProceedings{Jr._2019_CVPR_Workshops,
author = {Mullen, James F. Jr. and Tanner, Franklin R. and Sallee, Phil A.},
title = {Comparing the Effects of Annotation Type on Machine Learning Detection Performance},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Siamese CNNs for RGB-LWIR Disparity Estimation: David-Alexandre Beaupre,

Guillaume-Alexandre Bilodeau; [pdf]
[bibtex]
@InProceedings{Beaupre_2019_CVPR_Workshops,
author = {Beaupre, David-Alexandre and Bilodeau, Guillaume-Alexandre},
title = {Siamese CNNs for RGB-LWIR Disparity Estimation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Image Recovery in the Infrared Domain via Path-Augmented Compressive Sampling Matching Pursuit: Tegan H. Emerson,

Colin C. Olson,

Anthony Lutz; [pdf]
[bibtex]
@InProceedings{Emerson_2019_CVPR_Workshops,
author = {Emerson, Tegan H. and Olson, Colin C. and Lutz, Anthony},
title = {Image Recovery in the Infrared Domain via Path-Augmented Compressive Sampling Matching Pursuit},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Channel Attention Networks: Alexei A. Bastidas,

Hanlin Tang; [pdf]
[bibtex]
@InProceedings{Bastidas_2019_CVPR_Workshops,
author = {Bastidas, Alexei A. and Tang, Hanlin},
title = {Channel Attention Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Sur-Real: Frechet Mean and Distance Transform for Complex-Valued Deep Learning: Rudrasis Chakraborty,

Jiayun Wang,

Stella X. Yu; [pdf]
[bibtex]
@InProceedings{Chakraborty_2019_CVPR_Workshops,
author = {Chakraborty, Rudrasis and Wang, Jiayun and Yu, Stella X.},
title = {Sur-Real: Frechet Mean and Distance Transform for Complex-Valued Deep Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Variational Learning of Beta-Liouville Hidden Markov Models for Infrared Action Recognition: Samr Ali,

Nizar Bouguila; [pdf]
[bibtex]
@InProceedings{Ali_2019_CVPR_Workshops,
author = {Ali, Samr and Bouguila, Nizar},
title = {Variational Learning of Beta-Liouville Hidden Markov Models for Infrared Action Recognition},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning: Mohammad Rostami,

Soheil Kolouri,

Eric Eaton,

Kyungnam Kim; [pdf]
[bibtex]
@InProceedings{Rostami_2019_CVPR_Workshops,
author = {Rostami, Mohammad and Kolouri, Soheil and Eaton, Eric and Kim, Kyungnam},
title = {SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
A Benchmark for Deep Learning Based Object Detection in Maritime Environments: Sebastian Moosbauer,

Daniel Konig,

Jens Jakel,

Michael Teutsch; [pdf]
[bibtex]
@InProceedings{Moosbauer_2019_CVPR_Workshops,
author = {Moosbauer, Sebastian and Konig, Daniel and Jakel, Jens and Teutsch, Michael},
title = {A Benchmark for Deep Learning Based Object Detection in Maritime Environments},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping: Kin Gwn Lore,

Kishore K. Reddy,

Michael Giering,

Edgar A. Bernal; [pdf]
[bibtex]
@InProceedings{Lore_2019_CVPR_Workshops,
author = {Gwn Lore, Kin and Reddy, Kishore K. and Giering, Michael and Bernal, Edgar A.},
title = {Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Three-Stream Convolutional Neural Network With Multi-Task and Ensemble Learning for 3D Action Recognition: Duohan Liang,

Guoliang Fan,

Guangfeng Lin,

Wanjun Chen,

Xiaorong Pan,

Hong Zhu; [pdf]
[bibtex]
@InProceedings{Liang_2019_CVPR_Workshops,
author = {Liang, Duohan and Fan, Guoliang and Lin, Guangfeng and Chen, Wanjun and Pan, Xiaorong and Zhu, Hong},
title = {Three-Stream Convolutional Neural Network With Multi-Task and Ensemble Learning for 3D Action Recognition},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
In-Vehicle Occupancy Detection With Convolutional Networks on Thermal Images: Farzan Erlik Nowruzi,

Wassim A. El Ahmar,

Robert Laganiere,

Amir H. Ghods; [pdf] [dataset]
[bibtex]
@InProceedings{Nowruzi_2019_CVPR_Workshops,
author = {Erlik Nowruzi, Farzan and El Ahmar, Wassim A. and Laganiere, Robert and Ghods, Amir H.},
title = {In-Vehicle Occupancy Detection With Convolutional Networks on Thermal Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Filter Guided Manifold Optimization in the Autoencoder Latent Space: Nate Lannan,

Guoliang Fan; [pdf]
[bibtex]
@InProceedings{Lannan_2019_CVPR_Workshops,
author = {Lannan, Nate and Fan, Guoliang},
title = {Filter Guided Manifold Optimization in the Autoencoder Latent Space},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Hyperspectral Data to Relative Lidar Depth: An Inverse Problem for Remote Sensing: Savas Ozkan,

Gozde Bozdagi Akar; [pdf]
[bibtex]
@InProceedings{Ozkan_2019_CVPR_Workshops,
author = {Ozkan, Savas and Bozdagi Akar, Gozde},
title = {Hyperspectral Data to Relative Lidar Depth: An Inverse Problem for Remote Sensing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Online Reconstruction of Indoor Scenes With Local Manhattan Frame Growing: Mahdi Yazdanpour,

Guoliang Fan,

Weihua Sheng; [pdf]
[bibtex]
@InProceedings{Yazdanpour_2019_CVPR_Workshops,
author = {Yazdanpour, Mahdi and Fan, Guoliang and Sheng, Weihua},
title = {Online Reconstruction of Indoor Scenes With Local Manhattan Frame Growing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Colorizing Near Infrared Images Through a Cyclic Adversarial Approach of Unpaired Samples: Armin Mehri,

Angel D. Sappa; [pdf]
[bibtex]
@InProceedings{Mehri_2019_CVPR_Workshops,
author = {Mehri, Armin and Sappa, Angel D.},
title = {Colorizing Near Infrared Images Through a Cyclic Adversarial Approach of Unpaired Samples},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
An Examination of Deep-Learning Based Landmark Detection Methods on Thermal Face Imagery: Domenick Poster,

Shuowen Hu,

Nasser Nasrabadi,

Benjamin Riggan; [pdf]
[bibtex]
@InProceedings{Poster_2019_CVPR_Workshops,
author = {Poster, Domenick and Hu, Shuowen and Nasrabadi, Nasser and Riggan, Benjamin},
title = {An Examination of Deep-Learning Based Landmark Detection Methods on Thermal Face Imagery},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Pedestrian Detection in Thermal Images Using Saliency Maps: Debasmita Ghose,

Shasvat M. Desai,

Sneha Bhattacharya,

Deep Chakraborty,

Madalina Fiterau,

Tauhidur Rahman; [pdf]
[bibtex]
@InProceedings{Ghose_2019_CVPR_Workshops,
author = {Ghose, Debasmita and Desai, Shasvat M. and Bhattacharya, Sneha and Chakraborty, Deep and Fiterau, Madalina and Rahman, Tauhidur},
title = {Pedestrian Detection in Thermal Images Using Saliency Maps},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Surrogate Contrastive Network for Supervised Band Selection in Multispectral Computer Vision Tasks: Edgar A. Bernal; [pdf]
[bibtex]
@InProceedings{Bernal_2019_CVPR_Workshops,
author = {Bernal, Edgar A.},
title = {Surrogate Contrastive Network for Supervised Band Selection in Multispectral Computer Vision Tasks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Dual Graphical Models for Relational Modeling of Indoor Object Categories: Lin Guo,

Guoliang Fan,

Weihua Sheng; [pdf]
[bibtex]
@InProceedings{Guo_2019_CVPR_Workshops,
author = {Guo, Lin and Fan, Guoliang and Sheng, Weihua},
title = {Dual Graphical Models for Relational Modeling of Indoor Object Categories},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Image Vegetation Index Through a Cycle Generative Adversarial Network: Patricia L. Suarez,

Angel D. Sappa,

Boris X. Vintimilla,

Riad I. Hammoud; [pdf]
[bibtex]
@InProceedings{Suarez_2019_CVPR_Workshops,
author = {Suarez, Patricia L. and Sappa, Angel D. and Vintimilla, Boris X. and Hammoud, Riad I.},
title = {Image Vegetation Index Through a Cycle Generative Adversarial Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
MU-Net: Deep Learning-Based Thermal IR Image Estimation From RGB Image: Yumi Iwashita,

Kazuto Nakashima,

Sir Rafol,

Adrian Stoica,

Ryo Kurazume; [pdf]
[bibtex]
@InProceedings{Iwashita_2019_CVPR_Workshops,
author = {Iwashita, Yumi and Nakashima, Kazuto and Rafol, Sir and Stoica, Adrian and Kurazume, Ryo},
title = {MU-Net: Deep Learning-Based Thermal IR Image Estimation From RGB Image},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Borrow From Anywhere: Pseudo Multi-Modal Object Detection in Thermal Imagery: Chaitanya Devaguptapu,

Ninad Akolekar,

Manuj M Sharma,

Vineeth N Balasubramanian; [pdf]
[bibtex]
@InProceedings{Devaguptapu_2019_CVPR_Workshops,
author = {Devaguptapu, Chaitanya and Akolekar, Ninad and M Sharma, Manuj and N Balasubramanian, Vineeth},
title = {Borrow From Anywhere: Pseudo Multi-Modal Object Detection in Thermal Imagery},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}