ContextualEyes: A Context-Aware Surveillance System

@inproceedings{bessinger2019gps2face,
  author = {Bessinger, Zachary and Jacobs, Nathan},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pdf = {https://zachbessinger.com/assets/papers/bessinger2019generative.pdf},
  project = {https://zachbessinger.com/publications/bessinger2019generative/},
  title = {A Generative Model of Worldwide Facial Appearance},
  note = {(oral)},
  doi = {10.1109/WACV.2019.00172},
  month = jan,
  year = {2019},
}

@article{jacobs2016cloudmap_journal,
  author = {Jacobs, Nathan and Workman, Scott and Souvenir, Richard},
  doi = {10.1016/j.imavis.2016.05.013},
  journal = {Image and Vision Computing (IVC)},
  month = aug,
  note = {Impact factor: 1.766},
  pages = {154--166},
  pdf = {https://mvrl.github.io/pdf/jacobs2016cloudmap_journal.pdf},
  project = {/research/clouds/index.html},
  title = {Cloudmaps from Static Ground-View Video},
  volume = {52},
  year = {2016}
}

@inproceedings{salem2016face2year,
  data_cite = {face2year},
  author = {Salem, Tawfiq and Workman, Scott and Zhai, Menghua and Jacobs, Nathan},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pages = {1--8},
  pdf = {https://mvrl.github.io/pdf/salem2016face2year.pdf},
  doi = {10.1109/WACV.2016.7477678},
  project = {https://tsalem.github.io/audio-mapping/face2year/},
  title = {Analyzing Human Appearance as a Cue for Dating Images},
  note = {Acceptance rate: 42.3\%},
  month = mar,
  year = {2016},
}

@inproceedings{mihail2016sky,
  data_cite = {skyfinder},
  author = {Mihail, Radu Paul and Workman, Scott and Bessinger, Zach and Jacobs, Nathan},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pages = {1--6},
  doi = {10.1109/WACV.2016.7477637},
  pdf = {https://mvrl.github.io/pdf/mihail2016sky.pdf},
  project = {https://mvrl.github.io/SkyFinder/},
  title = {Sky Segmentation in the Wild: An Empirical Study},
  note = {Acceptance rate: 42.3\%},
  month = mar,
  year = {2016},
}

@inproceedings{murdock2015cloudmap,
  doi = {10.1109/ICCV.2015.85},
  author = {Murdock, Calvin and Jacobs, Nathan and Pless, Robert},
  booktitle = {IEEE International Conference on Computer Vision (ICCV)},
  pages = {1--9},
  pdf = {http://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Murdock_Building_Dynamic_Cloud_ICCV_2015_paper.pdf},
  note = {Acceptance rate: 30.3\%},
  title = {Building Dynamic Cloud Maps from the Ground Up},
  month = oct,
  year = {2015}
}

@inproceedings{islam2015face2gps,
  author = {Islam, Mohammad T. and Workman, Scott and Jacobs, Nathan},
  booktitle = {IEEE International Conference on Image Processing (ICIP)},
  note = {Acceptance rate: 45\% (overall)},
  project = {https://mvrl.cse.wustl.edu/research/geofaces/},
  pubtype = {oral presentation},
  doi = {10.1109/ICIP.2015.7351072},
  title = {{Face2GPS}: Estimating Geographic Location from Facial Features},
  pdf = {https://mvrl.github.io/pdf/islam2015face2gps.pdf},
  month = sep,
  year = {2015},
}

@inproceedings{workman2015deepfocal,
  author = {Workman, Scott and Greenwell, Connor and Zhai, Menghua and Baltenberger, Ryan and Jacobs, Nathan},
  booktitle = {IEEE International Conference on Image Processing (ICIP)},
  note = {Acceptance rate: 45\% (overall)},
  project = {https://www.scottworkman.com/research/deepfocal/},
  doi = {10.1109/ICIP.2015.7351024},
  pdf = {https://mvrl.github.io/pdf/workman2015deepfocal.pdf},
  title = {{DeepFocal}: A Method for Direct Focal Length Estimation},
  month = sep,
  year = {2015},
}

@article{islam2015geoface,
  data_cite = {geofaces},
  author = {Islam, Mohammad T. and Greenwell, Connor and Souvenir, Richard and Jacobs, Nathan},
  doi = {10.1186/s13640-015-0070-9},
  journal = {EURASIP Journal on Image and Video Processing (JIVP)},
  month = jun,
  note = {Impact factor: 1.060},
  number = {1},
  pages = {1--14},
  pdf = {https://link.springer.com/content/pdf/10.1186/s13640-015-0070-9.pdf},
  project = {https://mvrl.cse.wustl.edu/research/geofaces/},
  title = {Large-Scale Geo-Facial Image Analysis},
  year = {2015}
}

@article{workman2015distributed,
  author = {Workman, Scott and Souvenir, Richard and Jacobs, Nathan},
  doi = {10.1016/j.cviu.2014.10.002},
  journal = {Computer Vision and Image Understanding (CVIU)},
  month = apr,
  note = {Impact factor: 1.54},
  pages = {116--129},
  project = {/research/clouds/},
  title = {Scene Shape Estimation from Multiple Partly Cloudy Days},
  year = {2015}
}

@inproceedings{greenwell2014faceattributes,
  author = {Greenwell, Connor and Spurlock, Scott and Souvenir, Richard and Jacobs, Nathan},
  booktitle = {ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (GEOCROWD)},
  doi = {10.1145/2676440.2676443},
  pages = {32--37},
  pdf = {https://mvrl.github.io/pdf/greenwell2014faceattributes.pdf},
  title = {{GeoFaceExplorer}: Exploring the Geo-Dependence of Facial Attributes},
  month = nov,
  year = {2014},
}

@inproceedings{workman2014rainbow,
  author = {Workman, Scott and Mihail, Radu Paul and Jacobs, Nathan},
  booktitle = {European Conference on Computer Vision (ECCV)},
  doi = {10.1007/978-3-319-10602-1_53},
  note = {Acceptance rate: 25\%},
  pages = {820--835},
  project = {https://www.scottworkman.com/research/rainbows/},
  pdf = {https://mvrl.github.io/pdf/workman2014rainbow.pdf},
  title = {{A Pot of Gold}: Rainbows as a Calibration Cue},
  month = sep,
  year = {2014}
}

@inproceedings{shi2014multisize,
  author = {Shi, Feiyu and Zhai, Menghua and Duncan, Drew and Jacobs, Nathan},
  booktitle = {IEEE International Conference on Image Processing (ICIP)},
  doi = {10.1109/ICIP.2014.7025362},
  note = {Acceptance rate: 40\%},
  pages = {1807--1811},
  title = {{MPCA}: {EM}-Based {PCA} For Mixed-Size Image Datasets},
  month = sep,
  year = {2014}
}

@inproceedings{zhai2014multisize,
  author = {Zhai, Menghua and Shi, Feiyu and Duncan, Drew and Jacobs, Nathan},
  booktitle = {International Conference on Pattern Recognition (ICPR)},
  doi = {10.1109/ICPR.2014.284},
  note = {Acceptance rate: 56.2\%},
  pages = {1603--1608},
  title = {Covariance-Based {PCA} for Multi-Size Data},
  month = aug,
  year = {2014},
  pdf = {https://mvrl.github.io/pdf/zhai2014multisize.pdf},
}

@inproceedings{islam2014faces,
  author = {Islam, Mohammad T. and Workman, Scott and Wu, Hui and Souvenir, Richard and Jacobs, Nathan},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  doi = {10.1109/WACV.2014.6835989},
  note = {Acceptance rate: 40\%},
  pages = {1042--1049},
  pdf = {https://mvrl.github.io/pdf/islam2014faces.pdf},
  title = {Exploring the Geo-Dependence of Human Face Appearance},
  month = mar,
  year = {2014},
}

@inproceedings{mihail2014skeleton,
  author = {Mihail, Radu Paul and Blomquist, Gustav and Jacobs, Nathan},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  doi = {10.1109/WACV.2014.6836070},
  note = {Acceptance rate: 40\%},
  pages = {409--416},
  pdf = {https://mvrl.github.io/pdf/mihail2014skeleton.pdf},
  title = {A {CRF} Approach to Fitting a Generalized Hand Skeleton Model},
  month = mar,
  year = {2014},
}

@inproceedings{jacobs2014cloudmap,
  author = {Jacobs, Nathan and King, Joshua and Bowers, Daniel and Souvenir, Richard},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  doi = {10.1109/WACV.2014.6836000},
  note = {Acceptance rate: 40\%},
  pages = {961--968},
  pdf = {https://mvrl.github.io/pdf/jacobs2014cloudmap.pdf},
  project = {/research/clouds/index.html},
  title = {Estimating Cloud Maps from Outdoor Image Sequences},
  month = mar,
  year = {2014}
}

@inproceedings{jacobs2013multiday,
  author = {Jacobs, Nathan and Workman, Scott and Souvenir, Richard},
  booktitle = {ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)},
  doi = {10.1109/ICDSC.2013.6778227},
  pages = {1--6},
  pdf = {https://mvrl.github.io/pdf/jacobs2013multiday.pdf},
  project = {/research/clouds/index.html},
  title = {Scene Geometry from Several Partly Cloudy Days},
  month = oct,
  year = {2013}
}

@article{jacobs2013clouds,
  data_cite = {tlc},
  author = {Jacobs, Nathan and Abrams, Austin and Pless, Robert},
  doi = {10.1109/TPAMI.2013.55},
  issn = {0162-8828},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
  note = {Impact factor: 5.694},
  number = {10},
  pages = {2526--2538},
  pdf = {https://mvrl.github.io/pdf/jacobs2013clouds.pdf},
  project = {/research/clouds/},
  title = {Two Cloud-Based Cues for Estimating Scene Structure and Camera Calibration},
  volume = {35},
  year = {2013},
  month = aug,
}

@inproceedings{islam2013webcamweather,
  author = {Islam, Mohammad T. and Jacobs, Nathan and Wu, Hui and Souvenir, Richard},
  booktitle = {IEEE CVPR Workshop on Ground Truth},
  note = {Acceptance rate: 67\%},
  pages = {1--7},
  pdf = {https://mvrl.github.io/pdf/islam2013webcamweather.pdf},
  title = {{Images+Weather}: Collection, Validation, and Refinement},
  month = jun,
  year = {2013},
}

@inproceedings{jacobs2013cloudcalibration,
  author = {Jacobs, Nathan and Islam, Mohammad T. and Workman, Scott},
  booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  doi = {10.1109/CVPR.2013.177},
  note = {Acceptance rate: 26.2\%},
  pages = {1344--1351},
  pdf = {https://mvrl.github.io/pdf/jacobs2013cloudcalibration.pdf},
  title = {Cloud Motion as a Calibration Cue},
  month = jun,
  year = {2013}
}

@inproceedings{murdock2013clouds,
  author = {Murdock, Calvin and Jacobs, Nathan and Pless, Robert},
  booktitle = {IEEE Workshop on Applications of Computer Vision (WACV)},
  doi = {10.1109/WACV.2013.6475021},
  note = {Acceptance rate: 40\%},
  pages = {214--221},
  pdf = {https://www2.seas.gwu.edu/%7epless/papers/wacv2013Clouds.pdf},
  title = {{Webcam2Satellite}: Estimating Cloud Maps from Webcam Imagery},
  month = jan,
  year = {2013},
}

@inproceedings{mihail2012kinect,
  author = {Mihail, Radu Paul and Jacobs, Nathan and Goldsmith, Judy},
  booktitle = {International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV)},
  pages = {1--7},
  pdf = {https://mvrl.github.io/pdf/mihail2012kinect.pdf},
  title = {Real Time Gesture Recognition With 2 {Kinect} Sensors},
  month = feb,
  year = {2012},
}

@inproceedings{abrams2012lost,
  data_cite = {lost},
  author = {Abrams, Austin and Tucek, Jim and Little, Joshua and Jacobs, Nathan and Pless, Robert},
  booktitle = {IEEE Workshop on Applications of Computer Vision (WACV)},
  doi = {10.1109/WACV.2012.6163032},
  note = {Acceptance rate: 44\%},
  pages = {297--304},
  pdf = {https://mvrl.github.io/pdf/abrams2012lost.pdf},
  pubtype = {oral presentation},
  title = {{LOST}: Longterm Observation of Scenes (with Tracks)},
  month = jan,
  year = {2012}
}