publications

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  1. PDF Vo N., Jacobs N., Hays J. 2017. Revisiting IM2GPS in the Deep Learning Era. arXiv preprint arXiv:1705.04838. bibtex
  2. PDF Workman S., Souvenir R., Jacobs N. 2016. Quantifying and Predicting Image Scenicness. arXiv preprint arXiv:1612.03142. bibtex
  3. PDF Zhai M., Bessinger Z., Workman S., Jacobs N. 2017. Predicting Ground-Level Scene Layout from Aerial Imagery. In: IEEE Computer Vision and Pattern Recognition (CVPR). bibtex
  4. Jacobs N., Workman S., Zhai M. 2016. Crossview Convolutional Networks. In: IEEE Applied Imagery and Pattern Recognition (AIPR). bibtex
  5. Bessinger Z., Stauffer C., Jacobs N. 2016. Who Goes There? Approaches to Mapping Facial Appearance Diversity. In: ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL). bibtex
  6. Sajid H., Cheung S-ching S., Jacobs N. 2016. Appearance based Background Subtraction for PTZ Cameras. Signal Processing: Image Communication. bibtex
  7. PDF Jacobs N., Workman S., Souvenir R. 2016. Cloudmaps from Static Ground-View Video. Image and Vision Computing (IVC) 52:154–166. website bibtex
  8. Zhai M., Workman S., Jacobs N. 2016. Camera Geo-Calibration using an MCMC Approach. In: IEEE International Conference on Image Processing (ICIP). website bibtex
  9. PDF Bessinger Z., Jacobs N. 2016. Quantifying Curb Appeal. In: IEEE International Conference on Image Processing (ICIP). website bibtex
  10. PDF Workman S., Zhai M., Jacobs N. 2016. Horizon Lines in the Wild. In: British Machine Vision Conference (BMVC). website bibtex
  11. PDF Zhai M., Workman S., Jacobs N. 2016. Detecting Vanishing Points using Global Image Context in a Non-Manhattan World. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). website code bibtex
  12. PDF Salem T., Workman S., Zhai M., Jacobs N. 2016. Analyzing Human Appearance as a Cue for Dating Images. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–8. website bibtex
  13. PDF Mihail RP., Workman S., Bessinger Z., Jacobs N. 2016. Sky Segmentation in the Wild: An Empirical Study. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–6. website bibtex
  14. PDF Baltenberger R., Zhai M., Greenwell C., Workman S., Jacobs N. 2016. A Fast Method for Estimating Transient Scene Properties. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–8. website code bibtex
  15. PDF Workman S., Souvenir R., Jacobs N. 2015. Wide-Area Image Geolocalization with Aerial Reference Imagery. In: IEEE International Conference on Computer Vision (ICCV). 1–9. website code bibtex
  16. PDF Murdock C., Jacobs N., Pless R. 2015. Building Dynamic Cloud Maps from the Ground Up. In: IEEE International Conference on Computer Vision (ICCV). 1–9. bibtex
  17. PDF Islam MT., Greenwell C., Souvenir R., Jacobs N. 2015. Large-Scale Geo-Facial Image Analysis. EURASIP Journal on Image and Video Processing (JIVP) 2015:1–14. website bibtex
  18. Islam MT., Workman S., Jacobs N. 2015. Face2GPS: Estimating Geographic Location from Facial Features. In: IEEE International Conference on Image Processing (ICIP). website bibtex
  19. Workman S., Greenwell C., Zhai M., Baltenberger R., Jacobs N. 2015. DeepFocal: A Method for Direct Focal Length Estimation. In: IEEE International Conference on Image Processing (ICIP). website bibtex
  20. PDF Workman S., Jacobs N. 2015. On the Location Dependence of Convolutional Neural Network Features. In: IEEE/ISPRS Workshop: Looking from above: When Earth observation meets vision (EARTHVISION). 1–9. bibtex
  21. Mihail RP., Jacobs N., Goldsmith J., Lohr K. 2015. Using Visual Analytics to Inform Rheumatoid Arthritis Patient Choices. In: Loh CS, Sheng Y, Ifenthaler D eds. Serious Games Analytics. Advances in Game-Based Learning. Springer International Publishing, 211–231. bibtex
  22. Workman S., Souvenir R., Jacobs N. 2015. Scene Shape Estimation from Multiple Partly Cloudy Days. Computer Vision and Image Understanding (CVIU):116–129. website bibtex
  23. PDF Greenwell C., Spurlock S., Souvenir R., Jacobs N. 2014. GeoFaceExplorer: Exploring the Geo-Dependence of Facial Attributes. In: ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (GEOCROWD). 32–37. website bibtex
  24. Workman S., Mihail RP., Jacobs N. 2014. A Pot of Gold: Rainbows as a Calibration Cue. In: European Conference on Computer Vision (ECCV). 820–835. website bibtex
  25. Whitney A., Fessler J., Parker J., Jacobs N. 2014. Received Signal Strength Indication Signature for Passive UHF Tags. In: IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). 1183–1187. bibtex
  26. Shi F., Zhai M., Duncan D., Jacobs N. 2014. MPCA: EM-Based PCA For Mixed-Size Image Datasets. In: IEEE International Conference on Image Processing (ICIP). 1807–1811. website bibtex
  27. Zhai M., Shi F., Duncan D., Jacobs N. 2014. Covariance-Based PCA for Multi-Size Data. In: International Conference on Pattern Recognition (ICPR). 1603–1608. website bibtex
  28. Smith JD., Baltenberger R., Workman S., Jacobs N. 2014. User-in-the-Loop Calibration and Mensuration. In: National Conference on Undergraduate Research (NCUR). bibtex
  29. PDF Islam MT., Workman S., Wu H., Souvenir R., Jacobs N. 2014. Exploring the Geo-Dependence of Human Face Appearance. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1042–1049. bibtex
  30. PDF Mihail RP., Blomquist G., Jacobs N. 2014. A CRF Approach to Fitting a Generalized Hand Skeleton Model. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 409–416. bibtex
  31. PDF Jacobs N., King J., Bowers D., Souvenir R. 2014. Estimating Cloud Maps from Outdoor Image Sequences. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 961–968. website bibtex
  32. PDF Abrams A., Hawley C., Miskell K., Stoica A., Jacobs N., Pless R. 2013. Shadow Estimation Method for “The Episolar Constraint: Monocular Shape from Shadow Correspondence.” arXiv preprint arXiv:1304.4112. bibtex
  33. PDF Jacobs N., Workman S., Souvenir R. 2013. Scene Geometry from Several Partly Cloudy Days. In: ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). 1–6. website bibtex
  34. Mihail RP., Goldsmith J., Jacobs N., Jaromczyk J. 2013. Teaching Graphics for Games using Microsoft XNA. In: International Conference on Computer Games (CGAMES). 36–40. bibtex
  35. Baltenberger R., Knochelman J., Workman S., Islam MT., Jacobs N., Griffioen J. 2013. Constructing a High-Resolution Mosaic of Kentucky Lake. In: Kentucky GIS Conference. bibtex
  36. Zhou X., Workman S., Islam MT., Jacobs N., Griffioen J. 2013. Cyber Infrastructure for the VOEIS Project. In: Symposium in the Mathematical, Statistical and Computer Sciences. bibtex
  37. PDF Islam MT., Jacobs N., Wu H., Souvenir R. 2013. Images+Weather: Collection, Validation, and Refinement. In: IEEE CVPR Workshop on Ground Truth. 1–7. bibtex
  38. PDF Jacobs N., Islam MT., Workman S. 2013. Cloud Motion as a Calibration Cue. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 1344–1351. website bibtex
  39. PDF Jacobs N., Abrams A., Pless R. 2013. Two Cloud-Based Cues for Estimating Scene Structure and Camera Calibration. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 35:2526–2538. website bibtex
  40. PDF Murdock C., Jacobs N., Pless R. 2013. Webcam2Satellite: Estimating Cloud Maps from Webcam Imagery. In: IEEE Workshop on Applications of Computer Vision (WACV). 214–221. bibtex
  41. PDF Mihail RP., Jacobs N., Goldsmith J. 2012. Real Time Gesture Recognition With 2 Kinect Sensors. In: International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV). 1–7. bibtex
  42. Workman S., Knochelmann J., Jacobs N., White DS., Hauer R. 2012. Registration and Visualization of Scientific Aerial Imagery at Kentucky Lake. In: Kentucky EPSCoR Conference. bibtex
  43. Welty E., Pfeffer T., O’Neel S., Jacobs N. 2012. Calving Dynamics of the Columbia Glacier, AK (2000-2011 Update). In: Workshop on the Dynamics and Mass Budget of Arctic Glaciers. bibtex
  44. PDF Abrams A., Tucek J., Jacobs N., Pless R. 2012. LOST: Longterm Observation of Scenes (with Tracks). In: IEEE Workshop on Applications of Computer Vision (WACV). 297–304. bibtex
  45. Wang P., Bhattacharyya S., White D., Jacobs N. 2011. Visualization of Kentucky Lake. In: Kentucky EPSCoR Conference. bibtex
  46. Milliman T., Hufkins K., Lavine I., Jacobs N., Pless R., Richardson A., Frolking S. 2011. The PhenoCam Website: Adventures in “Crowd-Sourcing.” In: American Geophysical Union Annual Meeting. bibtex
  47. PDF Dixon M., Abrams A., Jacobs N., Pless R. 2011. On Analyzing Video with Very Small Interesting Motions. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 1–8. website bibtex
  48. PDF Jacobs N., Miskell K., Pless R. 2011. Webcam Geo-localization using Aggregate Light Levels. In: IEEE Workshop on Applications of Computer Vision (WACV). 132–138. website bibtex
  49. PDF Abrams A., Fridrich N., Jacobs N., Pless R. 2010. Participatory Integration of Live Webcams into GIS. In: International Conference on Computing for Geospatial Research and Applications (COM.GEO). 1–8. bibtex
  50. PDF Jacobs N., Schuh S., Pless R. 2010. Compressive Sensing and Differential Image Motion Estimation. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 718–721. website bibtex
  51. PDF Jacobs N., Bies B., Pless R. 2010. Using Cloud Shadows to Infer Scene Structure and Camera Calibration. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 1102–1109. website bibtex
  52. PDF Jacobs N., Burgin W., Fridrich N., Abrams A., Miskell K., Braswell BH., Richardson AD., Pless R. 2009. The Global Network of Outdoor Webcams: Properties and Applications. In: ACM International Conference on Advances in Geographic Information Systems (ACM/SIGSPATIAL GIS). 111–120. bibtex
  53. Pless R., Jacobs N., Dixon M., Hartley R., Baker P., Brock D., Cassimatis N., Perzanowski D. 2009. Persistence and Tracking: Putting Vehicles and Trajectories in Context. In: Applied Imagery Pattern Recognition Workshop (AIPR). bibtex
  54. Jacobs N., Souvenir R., Pless R. 2009. Passive vision: The Global Webcam Imaging Network. In: Applied Imagery Pattern Recognition Workshop (AIPR). 1–8. bibtex
  55. Jacobs N., Dixon M., Satkin S., Pless R. 2009. Efficient Tracking of Many Objects in Structured Environments. In: IEEE ICCV Workshop on Visual Surveillance. 1161–1168. bibtex
  56. Jacobs N., Pless R. 2009. Calibrating and Using the Global Network of Outdoor Webcams. In: ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). 1–2. bibtex
  57. PDF Dixon M., Jacobs N., Pless R. 2009. An Efficient System for Vehicle Tracking in Multi-Camera Networks. In: ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). 1–8. bibtex
  58. Jacobs N. 2010. Discovering, Localizing, Calibrating, and Using Thousands of Outdoor Webcams. Computer Science and Engineering, Washington University in St. Louis, MO, USA. bibtex
  59. Jacobs N., Schuh S., Pless R. 2009. On Unusual Pixel Shapes and Image Motion. Computer Science and Engineering, Washington University in St. Louis, MO, USA. website bibtex
  60. PDF Jacobs N., Burgin W., Speyer R., Ross D., Pless R. 2009. Adventures in Archiving and Using Three Years of Webcam Images. In: IEEE CVPR Workshop on Internet Vision. 39–46. bibtex
  61. Jacobs N., Pless R. 2008. Time Scales in Video Surveillance. IEEE Transactions on Circuits and Systems for Video Technology (CSVT) 18:1106–1113. bibtex
  62. PDF Jacobs N., Dixon M., Pless R. 2008. Location-specific Transition Distributions for Tracking. In: IEEE Workshop on Motion and Video Computing (WMVC). bibtex
  63. PDF Jacobs N., Roman N., Pless R. 2008. Toward Fully Automatic Geo-Location and Geo-Orientation of Static Outdoor Cameras. In: IEEE Workshop on Applications of Computer Vision (WACV). 1–6. bibtex
  64. PDF Jacobs N., Satkin S., Roman N., Speyer R., Pless R. 2007. Geolocating Static Cameras. In: IEEE International Conference on Computer Vision (ICCV). 1–6. website bibtex
  65. PDF Jacobs N., Roman N., Pless R. 2007. Consistent Temporal Variations in Many Outdoor Scenes. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 1–6. website bibtex
  66. PDF Jacobs N., Pless R. 2007. Shape Background Modeling: The Shape of Things That Came. In: IEEE Workshop on Motion and Video Computing (WMVC). 1–6. website bibtex
  67. PDF Jacobs N., Pless R. 2006. Real-time Constant Memory Visual Summaries for Surveillance. In: ACM International Workshop on Visual Surveillance and Sensor Networks (VSSN). website bibtex
  68. PDF Dixon M., Jacobs N., Pless R. 2006. Finding Minimal Parameterizations of Cylindrical Image Manifolds. In: IEEE CVPR Workshop on Perceptual Organization in Computer Vision (POCV). 1–8. bibtex
  69. Anderson T., Hussam A., Plummer B., Jacobs N. 2002. Pie Charts for Visualizing Query Term Frequency in Search Results. In: International Conference on Asian Digital Libraries (ICADL). bibtex
  70. Hussam A., Anderson T., Jacobs N., Eckhoff D., Merayyan A., Yang Y. 1999. Semantic Highlighting: Enhancing Search Engine Display and Web Document Interactivity. In: IFIP Conference on Human-Computer Interaction (INTERACT). bibtex