Joseph F. Knight

25 papers A* 2C 2Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Improving Machine Learning Classifications of Phragmites australis Using Object-Based Image Analysis.
Remote. Sens.
Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Joseph F. Knight
2023 J jnl
Using Voting-Based Ensemble Classifiers to Map Invasive Phragmites australis.
Remote. Sens.
Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Joseph F. Knight
2022 J jnl
The Applicability of LandTrendr to Surface Water Dynamics: A Case Study of Minnesota from 1984 to 2019 Using Google Earth Engine.
Remote. Sens.
Audrey C. Lothspeich, Joseph F. Knight
2021 J jnl
Mapping Invasive Phragmites australis Using Unoccupied Aircraft System Imagery, Canopy Height Models, and Synthetic Aperture Radar.
Remote. Sens.
Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Julia L. Bohnen, Joseph F. Knight
2021 J jnl
Multi-Source EO for Dynamic Wetland Mapping and Monitoring in the Great Lakes Basin.
Remote. Sens.
Michael Battaglia, Sarah N. Banks, Amir Behnamian, Laura L. Bourgeau-Chavez, Brian Brisco, Jennifer Corcoran, Zhaohua Chen, Brian Huberty, James Klassen, Joseph F. Knight, Paul Morin, Kevin Murnaghan, Keith C. Pelletier, Lori White
2020 J jnl
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints.
Int. J. Geogr. Inf. Sci.
Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
2020 J jnl
Ash Presence and Abundance Derived from Composite Landsat and Sentinel-2 Time Series and Lidar Surface Models in Minnesota, USA.
Remote. Sens.
Trevor K. Host, Matthew B. Russell, Marcella A. Windmuller-Campione, Robert A. Slesak, Joseph F. Knight
2020 J jnl
Prediction of Early Season Nitrogen Uptake in Maize Using High-Resolution Aerial Hyperspectral Imagery.
Remote. Sens.
Tyler J. Nigon, Ce Yang, Gabriel Dias Paiao, David J. Mulla, Joseph F. Knight, Fabián G. Fernández
2019 — conf
Revolutionizing Tree Management via Intelligent Spatial Techniques.
SIGSPATIAL/GIS
Yiqun Xie, Shashi Shekhar, Richard Feiock, Joseph F. Knight
2019 J jnl
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity.
ACM Trans. Intell. Syst. Technol.
Zhe Jiang, Arpan Man Sainju, Yan Li, Shashi Shekhar, Joseph F. Knight
2018 A* conf
A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets.
ICDM
Yiqun Xie, Han Bao, Shashi Shekhar, Joseph F. Knight
2018 — conf
An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results.
SIGSPATIAL/GIS
Yiqun Xie, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
2017 — conf
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results.
SIGSPATIAL/GIS
Zhe Jiang, Yan Li, Shashi Shekhar, Lian P. Rampi, Joseph F. Knight
2015 J jnl
Focal-Test-Based Spatial Decision Tree Learning.
IEEE Trans. Knowl. Data Eng.
Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran
2015 J jnl
Hyperspectral aerial imagery for detecting nitrogen stress in two potato cultivars.
Comput. Electron. Agric.
Tyler J. Nigon, David J. Mulla, Carl J. Rosen, Yafit Cohen, Victor Alchanatis, Joseph F. Knight, Ronit Rud
2015 J jnl
The Effects of Point or Polygon Based Training Data on RandomForest Classification Accuracy of Wetlands.
Remote. Sens.
Jennifer Corcoran, Joseph F. Knight, Keith C. Pelletier, Lian P. Rampi, Yan Wang
2014 C conf
An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA.
IGARSS
Keith C. Pelletier, Joseph F. Knight
2014 — conf
Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results.
ICDM Workshops
Zhe Jiang, Shashi Shekhar, Azamat Kamzin, Joseph F. Knight
2014 C conf
Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year.
IGARSS
Yan Wang, Joseph F. Knight, Lian P. Rampi, Rong Cao
2013 A* conf
Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results.
ICDM
Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran
2013 J jnl
Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota.
Remote. Sens.
Jennifer Marie Corcoran, Joseph F. Knight, Alisa L. Gallant
2012 J jnl
Application of MODIS Imagery for Intra-Annual Water Clarity Assessment of Minnesota Lakes.
Remote. Sens.
Joseph F. Knight, Margaret L. Voth
2012 — conf
Learning spatial decision tree for geographical classification: a summary of results.
SIGSPATIAL/GIS
Zhe Jiang, Shashi Shekhar, Pradeep Mohan, Joseph F. Knight, Jennifer Corcoran
2011 J jnl
Mapping Impervious Cover Using Multi-Temporal MODIS NDVI Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Joseph F. Knight, Margaret L. Voth
2003 J jnl
An experimental assessment of minimum mapping unit size.
IEEE Trans. Geosci. Remote. Sens.
Joseph F. Knight, Ross S. Lunetta