Curt H. Davis

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 22

Top Topics

Object Detection

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

J. Alex Hurt, Ilinca M. Popescu, Curt H. Davis, Grant J. Scott
Anthropogenic Object Localization: Evaluation of Broad-Area High-Resolution Imagery Scans Using Deep Learning in Overhead Imagery. Sensors 23 (18) (2023)
J. Alex Hurt, Curt H. Davis, Grant J. Scott
Hybrid Differential Morphological Profile Enabled Faster R-Cnn For Object Detection In High-Resolution Remote Sensing Imagery. IGARSS (2023)
Alan B. Cannaday, Curt H. Davis, Trevor M. Bajkowski
Detection of Camouflage-Covered Military Objects Using High-Resolution Multi-Spectral Satellite Imagery. IGARSS (2023)
J. Alex Hurt, Trevor M. Bajkowski, Curt H. Davis, Grant J. Scott
Overhead Object Detection with Channel Attention for High-Resolution Multi-Spectral Satellite Imagery and DMP-extracted Shape Features. AIPR (2023)
Trevor M. Bajkowski, J. Alex Hurt, Curt H. Davis, Grant J. Scott
Classification of an 8-Band Multi-Spectral Dataset Using DCNNs with Weight Initializations Derived from Pre-Trained RGB Networks. IGARSS (2022)
Blake Ruprecht, Wenlong Wu, Muhammad Aminul Islam, Derek Anderson, James Keller, Grant J. Scott, Curt H. Davis, Fred Petry, Paul Elmore, Kristen Nock, Elizabeth Gilmour
Possibilistic Clustering Enabled Neuro Fuzzy Logic. FUZZ-IEEE (2020)
Alan B. Cannaday II, Curt H. Davis, Grant J. Scott, Blake Ruprecht, Derek T. Anderson
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks. CoRR (2020)
Trevor M. Bajkowski, Grant J. Scott, J. Alex Hurt, Curt H. Davis
Extending Deep Convolutional Neural Networks from 3-Color to Full Multispectral Remote Sensing Imagery. IEEE BigData (2020)
Alan B. Cannaday, Curt H. Davis, Andrew J. Maltenfort
Evaluation of Fuzzy Integral Data Fusion Methods for Rare Object Detection in High-Resolution Satellite Imagery. IEEE BigData (2020)
Alan B. Cannaday II, Curt H. Davis, Grant J. Scott, Blake Ruprecht, Derek T. Anderson
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections From Deep Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
J. Alex Hurt, David Huangal, Curt H. Davis, Grant J. Scott
Enabling Machine-Assisted Visual Analytics for High-Resolution Remote Sensing Imagery with Enhanced Benchmark Meta-Dataset Training of NAS Neural Networks. IEEE BigData (2020)
Grant J. Scott, J. Alex Hurt, Alex Yang, Muhammad Aminul Islam, Derek T. Anderson, Curt H. Davis
Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery. IJCNN (2020)
James Alex Hurt, Grant J. Scott, Curt H. Davis
Comparison of Deep Learning Model Performance between Meta-Dataset Training Versus Deep Neural Ensembles. IGARSS (2019)
Alan B. Cannaday, Curt H. Davis, Grant J. Scott
Improved Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks. IGARSS (2019)
Alan B. Cannaday II, Raymond L. Chastain, James Alex Hurt, Curt H. Davis, Grant J. Scott, Andrew J. Maltenfort
Decision-Level Fusion of DNN Outputs for Improving Feature Detection Performance on Large-Scale Remote Sensing Image Datasets. IEEE BigData (2019)
James Alex Hurt, David Huangal, Curt H. Davis, Grant J. Scott
A Comparison of Deep Learning Vehicle Group Detection in Satellite Imagery. IEEE BigData (2019)
Grant J. Scott, James Alex Hurt, Richard A. Marcum, Derek T. Anderson, Curt H. Davis
Aggregating Deep Convolutional Neural Network Scans of Broad-Area High-Resolution Remote Sensing Imagery. IGARSS (2018)
Grant J. Scott, Kyle C. Hagan, Richard A. Marcum, James Alex Hurt, Derek T. Anderson, Curt H. Davis
Enhanced Fusion of Deep Neural Networks for Classification of Benchmark High-Resolution Image Data Sets. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Tyler W. Nivin, Grant J. Scott, James Alex Hurt, Raymond L. Chastain, Curt H. Davis
Exploring the Effects of Class-Specific Augmentation and Class Coalescence on Deep Neural Network Performance Using a Novel Road Feature Dataset. AIPR (2018)
James Alex Hurt, Grant J. Scott, Derek T. Anderson, Curt H. Davis
Benchmark Meta-Dataset of High-Resolution Remote Sensing Imagery for Training Robust Deep Learning Models in Machine-Assisted Visual Analytics. AIPR (2018)
Grant J. Scott, Matthew R. England, William A. Starms, Richard A. Marcum, Curt H. Davis
Training Deep Convolutional Neural Networks for Land-Cover Classification of High-Resolution Imagery. IEEE Geosci. Remote. Sens. Lett. 14 (4) (2017)
Grant J. Scott, Richard A. Marcum, Curt H. Davis, Tyler W. Nivin
Fusion of Deep Convolutional Neural Networks for Land Cover Classification of High-Resolution Imagery. IEEE Geosci. Remote. Sens. Lett. 14 (9) (2017)
Matthew N. Klaric, Brian C. Claywell, Grant J. Scott, Nicholas J. Hudson, Ozy Sjahputera, Yonghong Li, Seth T. Barratt, James M. Keller, Curt H. Davis
GeoCDX: An Automated Change Detection and Exploitation System for High-Resolution Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 51 (4-1) (2013)
Robert Arnone, Giulietta S. Fargion, Menghua Wang, Paul Martinolich, Curt H. Davis, Charles Trees, Sherwin Ladner, Adam Lawson, Giuseppe Zibordi, Zhong Ping Lee, Michael Ondrusek, Samuel Ahmed
Ocean Color products from Visible Infared Imager Radiometer Suite (VIIRS). IGARSS (2012)
Isaac J. Sledge, James M. Keller, Wenbo Song, Curt H. Davis
Conflation of Vector Buildings With Imagery. IEEE Geosci. Remote. Sens. Lett. 8 (1) (2011)
Ozy Sjahputera, Grant J. Scott, Brian C. Claywell, Matthew N. Klaric, Nicholas J. Hudson, James M. Keller, Curt H. Davis
Clustering of Detected Changes in High-Resolution Satellite Imagery Using a Stabilized Competitive Agglomeration Algorithm. IEEE Trans. Geosci. Remote. Sens. 49 (12) (2011)
Grant J. Scott, Matthew N. Klaric, Curt H. Davis, Chi-Ren Shyu
Entropy-Balanced Bitmap Tree for Shape-Based Object Retrieval From Large-Scale Satellite Imagery Databases. IEEE Trans. Geosci. Remote. Sens. 49 (5) (2011)
Michael R. Inggs, Roger L. King, Curt H. Davis
Foreword to the Special Issue on the 2009 International Geoscience and Remote Sensing Symposium (IGARSS '09). IEEE Trans. Geosci. Remote. Sens. 49 (1-1) (2011)
Yonghong Li, Curt H. Davis
Pixel-Based Invariant Feature Extraction and its Application to Radiometric Co-Registration for Multi-Temporal High-Resolution Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (2) (2011)
Wenbo Song, James M. Keller, Timothy L. Haithcoat, Curt H. Davis
Relaxation-Based Point Feature Matching for Vector Map Conflation. Trans. GIS 15 (1) (2011)
Ozy Sjahputera, Grant J. Scott, Matthew N. Klaric, Brian C. Claywell, Nicholas J. Hudson, James M. Keller, Curt H. Davis
Clustering of detected changes in satellite imagery using fuzzy c-means algorithm. IGARSS (2010)
Wenbo Song, James M. Keller, Timothy L. Haithcoat, Curt H. Davis
Automated Geospatial Conflation of Vector Road Maps to High Resolution Imagery. IEEE Trans. Image Process. 18 (2) (2009)
Ozy Sjahputera, Curt H. Davis, Brian C. Claywell, Nicholas J. Hudson, James M. Keller, Michael G. Vincent, Yonghong Li, Matthew N. Klaric, Chi-Ren Shyu
GeoCDX: An Automated Change Detection & Exploitation System for High Resolution Satelite Imagery. IGARSS (5) (2008)
Yonghong Li, Curt H. Davis
Unsupervised Change Detection in High Resolution Satellite Imagery from Fusion of Spectral and Spatial Information. IGARSS (2) (2008)
Yonghong Li, Curt H. Davis
A Combined Global and Local Approach for Automated Registration of High-Resolution Satellite Images Using Optimum Extrema Points. IGARSS (2) (2008)
Yonghong Li, Curt H. Davis
Decadal Mass Balance of the Greenland and Antarctic Ice Sheets from High Resolution Elevation Change Analysis of ERS-2 and Envisat Radar Altimetry Measurements. IGARSS (4) (2008)
Chi-Ren Shyu, Matthew N. Klaric, Grant J. Scott, Adrian S. Barb, Curt H. Davis, Kannappan Palaniappan
GeoIRIS: Geospatial Information Retrieval and Indexing System - Content Mining, Semantics Modeling, and Complex Queries. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Xiaoying Jin, Curt H. Davis
Vehicle detection from high-resolution satellite imagery using morphological shared-weight neural networks. Image Vis. Comput. 25 (9) (2007)
Yonghong Li, Curt H. Davis
Improved Methods for Analysis of Decadal Elevation-Change Time Series Over Antarctica. IEEE Trans. Geosci. Remote. Sens. 44 (10-1) (2006)
Matthew Klaric, Grant J. Scott, Chi-Ren Shyu, Curt H. Davis, Kannappan Palaniappan
A Framework for Geospatial Satellite Imagery Retrieval Systems. IGARSS (2006)
Brian C. Claywell, Curt H. Davis, Chi-Ren Shyu
Fusion of Spectral and Spatial Information for Automated Change Detection in High Resolution Satellite Imagery. IGARSS (2006)
Hai Jiang, Curt H. Davis
Coverage expansion and capacity improvement from soft handoff for CDMA cellular systems. IEEE Trans. Wirel. Commun. 4 (5) (2005)
Xiaoying Jin, Curt H. Davis
An integrated system for automatic road mapping from high-resolution multi-spectral satellite imagery by information fusion. Inf. Fusion 6 (4) (2005)
Xiaoying Jin, Curt H. Davis
Automated Building Extraction from High-Resolution Satellite Imagery in Urban Areas Using Structural, Contextual, and Spectral Information. EURASIP J. Adv. Signal Process. 2005 (14) (2005)
Matthew N. Klaric, Grant J. Scott, Chi-Ren Shyu, Curt H. Davis
Automated object extraction through simplification of the differential morphological profile for high-resolution satellite imagery. IGARSS (2005)
Curt H. Davis, Tom Lukowski
Foreword. IEEE Trans. Geosci. Remote. Sens. 43 (11) (2005)
Chi-Ren Shyu, Adrian S. Barb, Curt H. Davis
Mining image content associations for visual semantic modeling in geospatial information indexing and retrieval. IGARSS (2005)
Aaron K. Shackelford, Curt H. Davis, Xiangyun Wang
Automated 2-D building footprint extraction from high-resolution satellite multispectral imagery. IGARSS (2004)
Heng Huang, Justin J. Legarsky, Srikanth Gudimetla, Curt H. Davis
Post-classification smoothing of digital classification map of St. Louis, Missouri. IGARSS (2004)
Xiaoying Jin, Curt H. Davis
Vector-guided vehicle detection from high-resolution satellite imagery. IGARSS (2004)
Adam C. Ferguson, Curt H. Davis, Joseph E. Cavanaugh
An autoregressive model for analysis of ice sheet elevation change time series. IEEE Trans. Geosci. Remote. Sens. 42 (11) (2004)
Curt H. Davis, Shihua Sun
Long-term thinning of the southeast Greenland ice sheet from Seasat, Geosat, and GFO Satellite Radar altimetry. IEEE Geosci. Remote. Sens. Lett. 1 (2) (2004)
Curt H. Davis, Adam C. Ferguson
Elevation change of the Antarctic ice sheet, 1995-2000, from ERS-2 satellite radar altimetry. IEEE Trans. Geosci. Remote. Sens. 42 (11) (2004)
Curt H. Davis, Yonghong Li
Decadal mass balance of the antarctic ice sheet and its contribution to global sea level rise. IGARSS (2004)
Hai Jiang, Curt H. Davis
Cell-coverage estimation based on duration outage criterion for CDMA cellular systems. IEEE Trans. Veh. Technol. 52 (4) (2003)
Aaron K. Shackelford, Curt H. Davis
Fully automated road network extraction from high-resolution satellite multispectral imagery. IGARSS (2003)
Xiaoying Jin, Curt H. Davis
Multispectral IKONOS imagery automatic road extraction from high-resolution. IGARSS (2003)
Aaron K. Shackelford, Curt H. Davis
A combined fuzzy pixel-based and object-based approach for classification of high-resolution multispectral data over urban areas. IEEE Trans. Geosci. Remote. Sens. 41 (10) (2003)
Xiaoying Jin, Curt H. Davis
A genetic image segmentation algorithm with a fuzzy-based evaluation function. FUZZ-IEEE (2003)
Aaron K. Shackelford, Curt H. Davis
A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas. IEEE Trans. Geosci. Remote. Sens. 41 (9) (2003)
M. T. Othman, Justin J. Legarsky, Curt H. Davis
Microwave and optical remote sensing study of Boone County, Missouri. IGARSS (2002)
Aaron K. Shackelford, Curt H. Davis
A fuzzy classification approach for high-resolution multispectral data over urban areas. IGARSS (2002)
Curt H. Davis, Xiangyun Wang
Urban land cover classification from high resolution multi-spectral IKONOS imagery. IGARSS (2002)
Curt H. Davis, Hai Jiang, Xiangyun Wang
Modeling and estimation of the spatial variation of elevation error in high resolution DEMs from stereo-image processing. IEEE Trans. Geosci. Remote. Sens. 39 (11) (2001)
Curt H. Davis, Diana M. Segura
An algorithm for time series analysis of ice sheet surface elevations from satellite altimetry. IEEE Trans. Geosci. Remote. Sens. 39 (1) (2001)
Curt H. Davis, Craig A. Kluever, Bruce J. Haines, Cesar Perez, Yoke T. Yoon
Improved elevation-change measurement of the southern Greenland ice sheet from satellite radar altimetry. IEEE Trans. Geosci. Remote. Sens. 38 (3) (2000)
Curt H. Davis
A robust threshold retracking algorithm for measuring ice-sheet surface elevation change from satellite radar altimeters. IEEE Trans. Geosci. Remote. Sens. 35 (4) (1997)
Curt H. Davis
Temporal change in the extinction coefficient of snow on the Greenland ice sheet from an analysis of Seasat and Geosat altimeter data. IEEE Trans. Geosci. Remote. Sens. 34 (5) (1996)
Curt H. Davis
Comparison of ice-sheet satellite altimeter retracking algorithms. IEEE Trans. Geosci. Remote. Sens. 34 (1) (1996)
Curt H. Davis
Growth of the Greenland ice sheet: a performance assessment of altimeter retracking algorithms. IEEE Trans. Geosci. Remote. Sens. 33 (5) (1995)