Curt H. Davis

Orcid: 0000-0002-5781-0931

Affiliations:
  • University of Missouri, Columbia, MO, USA


According to our database1, Curt H. Davis authored at least 72 papers between 1993 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2008, "For contributions to satellite remote sensing".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Anthropogenic Object Localization: Evaluation of Broad-Area High-Resolution Imagery Scans Using Deep Learning in Overhead Imagery.
Sensors, September, 2023

Hybrid Differential Morphological Profile Enabled Faster R-Cnn For Object Detection In High-Resolution Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Detection of Camouflage-Covered Military Objects Using High-Resolution Multi-Spectral Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Overhead Object Detection with Channel Attention for High-Resolution Multi-Spectral Satellite Imagery and DMP-extracted Shape Features.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2022
Classification of an 8-Band Multi-Spectral Dataset Using DCNNs with Weight Initializations Derived from Pre-Trained RGB Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2020
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., 2020

Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Possibilistic Clustering Enabled Neuro Fuzzy Logic.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Enabling Machine-Assisted Visual Analytics for High-Resolution Remote Sensing Imagery with Enhanced Benchmark Meta-Dataset Training of NAS Neural Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Evaluation of Fuzzy Integral Data Fusion Methods for Rare Object Detection in High-Resolution Satellite Imagery.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Extending Deep Convolutional Neural Networks from 3-Color to Full Multispectral Remote Sensing Imagery.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Comparison of Deep Learning Model Performance between Meta-Dataset Training Versus Deep Neural Ensembles.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Improved Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Comparison of Deep Learning Vehicle Group Detection in Satellite Imagery.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Decision-Level Fusion of DNN Outputs for Improving Feature Detection Performance on Large-Scale Remote Sensing Image Datasets.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Enhanced Fusion of Deep Neural Networks for Classification of Benchmark High-Resolution Image Data Sets.
IEEE Geosci. Remote. Sens. Lett., 2018

Aggregating Deep Convolutional Neural Network Scans of Broad-Area High-Resolution Remote Sensing Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Exploring the Effects of Class-Specific Augmentation and Class Coalescence on Deep Neural Network Performance Using a Novel Road Feature Dataset.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

Benchmark Meta-Dataset of High-Resolution Remote Sensing Imagery for Training Robust Deep Learning Models in Machine-Assisted Visual Analytics.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

2017
Fusion of Deep Convolutional Neural Networks for Land Cover Classification of High-Resolution Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017

Training Deep Convolutional Neural Networks for Land-Cover Classification of High-Resolution Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017

2013
GeoCDX: An Automated Change Detection and Exploitation System for High-Resolution Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013

2012
Ocean Color products from Visible Infared Imager Radiometer Suite (VIIRS).
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Clustering of Detected Changes in High-Resolution Satellite Imagery Using a Stabilized Competitive Agglomeration Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2011

Entropy-Balanced Bitmap Tree for Shape-Based Object Retrieval From Large-Scale Satellite Imagery Databases.
IEEE Trans. Geosci. Remote. Sens., 2011

Foreword to the Special Issue on the 2009 International Geoscience and Remote Sensing Symposium (IGARSS '09).
IEEE Trans. Geosci. Remote. Sens., 2011

Relaxation-Based Point Feature Matching for Vector Map Conflation.
Trans. GIS, 2011

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., 2011

Conflation of Vector Buildings With Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

2010
Clustering of detected changes in satellite imagery using fuzzy c-means algorithm.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Automated Geospatial Conflation of Vector Road Maps to High Resolution Imagery.
IEEE Trans. Image Process., 2009

2008
GeoCDX: An Automated Change Detection & Exploitation System for High Resolution Satelite Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Combined Global and Local Approach for Automated Registration of High-Resolution Satellite Images Using Optimum Extrema Points.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Unsupervised Change Detection in High Resolution Satellite Imagery from Fusion of Spectral and Spatial Information.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Decadal Mass Balance of the Greenland and Antarctic Ice Sheets from High Resolution Elevation Change Analysis of ERS-2 and Envisat Radar Altimetry Measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
GeoIRIS: Geospatial Information Retrieval and Indexing System - Content Mining, Semantics Modeling, and Complex Queries.
IEEE Trans. Geosci. Remote. Sens., 2007

Vehicle detection from high-resolution satellite imagery using morphological shared-weight neural networks.
Image Vis. Comput., 2007

2006
Improved Methods for Analysis of Decadal Elevation-Change Time Series Over Antarctica.
IEEE Trans. Geosci. Remote. Sens., 2006

A Framework for Geospatial Satellite Imagery Retrieval Systems.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Fusion of Spectral and Spatial Information for Automated Change Detection in High Resolution Satellite Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005
Coverage expansion and capacity improvement from soft handoff for CDMA cellular systems.
IEEE Trans. Wirel. Commun., 2005

Foreword.
IEEE Trans. Geosci. Remote. Sens., 2005

An integrated system for automatic road mapping from high-resolution multi-spectral satellite imagery by information fusion.
Inf. Fusion, 2005

Automated Building Extraction from High-Resolution Satellite Imagery in Urban Areas Using Structural, Contextual, and Spectral Information.
EURASIP J. Adv. Signal Process., 2005

Mining image content associations for visual semantic modeling in geospatial information indexing and retrieval.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Automated object extraction through simplification of the differential morphological profile for high-resolution satellite imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
An autoregressive model for analysis of ice sheet elevation change time series.
IEEE Trans. Geosci. Remote. Sens., 2004

Elevation change of the Antarctic ice sheet, 1995-2000, from ERS-2 satellite radar altimetry.
IEEE Trans. Geosci. Remote. Sens., 2004

Long-term thinning of the southeast Greenland ice sheet from Seasat, Geosat, and GFO Satellite Radar altimetry.
IEEE Geosci. Remote. Sens. Lett., 2004

Automated 2-D building footprint extraction from high-resolution satellite multispectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Vector-guided vehicle detection from high-resolution satellite imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Post-classification smoothing of digital classification map of St. Louis, Missouri.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Decadal mass balance of the antarctic ice sheet and its contribution to global sea level rise.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Cell-coverage estimation based on duration outage criterion for CDMA cellular systems.
IEEE Trans. Veh. Technol., 2003

A combined fuzzy pixel-based and object-based approach for classification of high-resolution multispectral data over urban areas.
IEEE Trans. Geosci. Remote. Sens., 2003

A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas.
IEEE Trans. Geosci. Remote. Sens., 2003

Fully automated road network extraction from high-resolution satellite multispectral imagery.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Multispectral IKONOS imagery automatic road extraction from high-resolution.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

A genetic image segmentation algorithm with a fuzzy-based evaluation function.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
A fuzzy classification approach for high-resolution multispectral data over urban areas.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Microwave and optical remote sensing study of Boone County, Missouri.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Urban land cover classification from high resolution multi-spectral IKONOS imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001
An algorithm for time series analysis of ice sheet surface elevations from satellite altimetry.
IEEE Trans. Geosci. Remote. Sens., 2001

Modeling and estimation of the spatial variation of elevation error in high resolution DEMs from stereo-image processing.
IEEE Trans. Geosci. Remote. Sens., 2001

Elevation change measurement of the East Antarctic Ice Sheet, 1978 to 1988, from satellite radar altimetry.
IEEE Trans. Geosci. Remote. Sens., 2001

2000
Improved elevation-change measurement of the southern Greenland ice sheet from satellite radar altimetry.
IEEE Trans. Geosci. Remote. Sens., 2000

1997
A robust threshold retracking algorithm for measuring ice-sheet surface elevation change from satellite radar altimeters.
IEEE Trans. Geosci. Remote. Sens., 1997

1996
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., 1996

Comparison of ice-sheet satellite altimeter retracking algorithms.
IEEE Trans. Geosci. Remote. Sens., 1996

1995
Growth of the Greenland ice sheet: a performance assessment of altimeter retracking algorithms.
IEEE Trans. Geosci. Remote. Sens., 1995

1993
The depth of penetration in Antarctic firn at 10 GHz.
IEEE Trans. Geosci. Remote. Sens., 1993

A surface and volume scattering retracking algorithm for ice sheet satellite altimetry.
IEEE Trans. Geosci. Remote. Sens., 1993


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