Looking from Above: When Earth Observation Meets Vision


Semantic Segmentation of Urban Scenes by Learning Local Class Interactions
Michele Volpi,
Vittorio Ferrari
[pdf]
[bibtex]
@InProceedings{Volpi_2015_CVPR_Workshops,
author = {Volpi, Michele and Ferrari, Vittorio},
title = {Semantic Segmentation of Urban Scenes by Learning Local Class Interactions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Active Learning Approach to Detecting Standing Dead Trees From ALS Point Clouds Combined With Aerial Infrared Imagery
Przemyslaw Polewski,
Wei Yao,
Marco Heurich,
Peter Krzystek,
Uwe Stilla
[pdf]
[bibtex]
@InProceedings{Polewski_2015_CVPR_Workshops,
author = {Polewski, Przemyslaw and Yao, Wei and Heurich, Marco and Krzystek, Peter and Stilla, Uwe},
title = {Active Learning Approach to Detecting Standing Dead Trees From ALS Point Clouds Combined With Aerial Infrared Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Universality of Wavelet-Based Non-Homogeneous Hidden Markov Chain Model Features for Hyperspectral Signatures
Siwei Feng,
Marco F. Duarte,
Mario Parente
[pdf]
[bibtex]
@InProceedings{Feng_2015_CVPR_Workshops,
author = {Feng, Siwei and Duarte, Marco F. and Parente, Mario},
title = {Universality of Wavelet-Based Non-Homogeneous Hidden Markov Chain Model Features for Hyperspectral Signatures},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

A Semi-Supervised Approach for Ice-Water Classification Using Dual-Polarization SAR Satellite Imagery
Fan Li,
David A. Clausi,
Lei Wang,
Linlin Xu
[pdf]
[bibtex]
@InProceedings{Li_2015_CVPR_Workshops,
author = {Li, Fan and Clausi, David A. and Wang, Lei and Xu, Linlin},
title = {A Semi-Supervised Approach for Ice-Water Classification Using Dual-Polarization SAR Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Effective Semantic Pixel Labelling With Convolutional Networks and Conditional Random Fields
Sakrapee Paisitkriangkrai,
Jamie Sherrah,
Pranam Janney,
Anton Van-Den Hengel
[pdf]
[bibtex]
@InProceedings{Paisitkriangkrai_2015_CVPR_Workshops,
author = {Paisitkriangkrai, Sakrapee and Sherrah, Jamie and Janney, Pranam and Van-Den Hengel, Anton},
title = {Effective Semantic Pixel Labelling With Convolutional Networks and Conditional Random Fields},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Do Deep Features Generalize From Everyday Objects to Remote Sensing and Aerial Scenes Domains?
Otavio A. B. Penatti,
Keiller Nogueira,
Jefersson A. dos Santos
[pdf]
[bibtex]
@InProceedings{Penatti_2015_CVPR_Workshops,
author = {Penatti, Otavio A. B. and Nogueira, Keiller and dos Santos, Jefersson A.},
title = {Do Deep Features Generalize From Everyday Objects to Remote Sensing and Aerial Scenes Domains?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Matching Persistent Scatterers to Optical Oblique Images
Lukas Schack,
Uwe Soergel
[pdf]
[bibtex]
@InProceedings{Schack_2015_CVPR_Workshops,
author = {Schack, Lukas and Soergel, Uwe},
title = {Matching Persistent Scatterers to Optical Oblique Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Simultaneous Registration and Change Detection in Multitemporal, Very High Resolution Remote Sensing Data
Maria Vakalopoulou,
Konstantinos Karantzalos,
Nikos Komodakis,
Nikos Paragios
[pdf]
[bibtex]
@InProceedings{Vakalopoulou_2015_CVPR_Workshops,
author = {Vakalopoulou, Maria and Karantzalos, Konstantinos and Komodakis, Nikos and Paragios, Nikos},
title = {Simultaneous Registration and Change Detection in Multitemporal, Very High Resolution Remote Sensing Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

On the Location Dependence of Convolutional Neural Network Features
Scott Workman,
Nathan Jacobs
[pdf]
[bibtex]
@InProceedings{Workman_2015_CVPR_Workshops,
author = {Workman, Scott and Jacobs, Nathan},
title = {On the Location Dependence of Convolutional Neural Network Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Oil Spill Candidate Detection From SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model
Linlin Xu,
M. Javad Shafiee,
Alex Wong,
Fan Li,
Lei Wang,
David Clausi
[pdf]
[bibtex]
@InProceedings{Xu_2015_CVPR_Workshops,
author = {Xu, Linlin and Javad Shafiee, M. and Wong, Alex and Li, Fan and Wang, Lei and Clausi, David},
title = {Oil Spill Candidate Detection From SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Detection of Incomplete Enclosures of Rectangular Shape in Remotely Sensed Images
Igor Zingman,
Dietmar Saupe,
Karsten Lambers
[pdf]
[bibtex]
@InProceedings{Zingman_2015_CVPR_Workshops,
author = {Zingman, Igor and Saupe, Dietmar and Lambers, Karsten},
title = {Detection of Incomplete Enclosures of Rectangular Shape in Remotely Sensed Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}