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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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]
[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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}