Joseph F. Knight

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 16

Top Topics

Synthetic Aperture

Ensemble Learning

Geographic Data

Top Venues

Comput. Electron. Agric.

Publications

Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Joseph F. Knight
Using Voting-Based Ensemble Classifiers to Map Invasive Phragmites australis. Remote. Sens. 15 (14) (2023)
Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Joseph F. Knight
Improving Machine Learning Classifications of Phragmites australis Using Object-Based Image Analysis. Remote. Sens. 15 (4) (2023)
Audrey C. Lothspeich, Joseph F. Knight
The Applicability of LandTrendr to Surface Water Dynamics: A Case Study of Minnesota from 1984 to 2019 Using Google Earth Engine. Remote. Sens. 14 (11) (2022)
Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Julia L. Bohnen, Joseph F. Knight
Mapping Invasive Phragmites australis Using Unoccupied Aircraft System Imagery, Canopy Height Models, and Synthetic Aperture Radar. Remote. Sens. 13 (16) (2021)
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
Multi-Source EO for Dynamic Wetland Mapping and Monitoring in the Great Lakes Basin. Remote. Sens. 13 (4) (2021)
Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Trevor K. Host, Matthew B. Russell, Marcella A. Windmuller-Campione, Robert A. Slesak, Joseph F. Knight
Ash Presence and Abundance Derived from Composite Landsat and Sentinel-2 Time Series and Lidar Surface Models in Minnesota, USA. Remote. Sens. 12 (8) (2020)
Tyler J. Nigon, Ce Yang, Gabriel Dias Paiao, David J. Mulla, Joseph F. Knight, Fabián G. Fernández
Prediction of Early Season Nitrogen Uptake in Maize Using High-Resolution Aerial Hyperspectral Imagery. Remote. Sens. 12 (8) (2020)
Yiqun Xie, Shashi Shekhar, Richard Feiock, Joseph F. Knight
Revolutionizing Tree Management via Intelligent Spatial Techniques. SIGSPATIAL/GIS (2019)
Zhe Jiang, Arpan Man Sainju, Yan Li, Shashi Shekhar, Joseph F. Knight
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Yiqun Xie, Han Bao, Shashi Shekhar, Joseph F. Knight
A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets. ICDM (2018)
Yiqun Xie, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results. SIGSPATIAL/GIS (2018)
Zhe Jiang, Yan Li, Shashi Shekhar, Lian P. Rampi, Joseph F. Knight
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results. SIGSPATIAL/GIS (2017)
Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran
Focal-Test-Based Spatial Decision Tree Learning. IEEE Trans. Knowl. Data Eng. 27 (6) (2015)
Tyler J. Nigon, David J. Mulla, Carl J. Rosen, Yafit Cohen, Victor Alchanatis, Joseph F. Knight, Ronit Rud
Hyperspectral aerial imagery for detecting nitrogen stress in two potato cultivars. Comput. Electron. Agric. 112 (2015)
Jennifer Corcoran, Joseph F. Knight, Keith C. Pelletier, Lian P. Rampi, Yan Wang
The Effects of Point or Polygon Based Training Data on RandomForest Classification Accuracy of Wetlands. Remote. Sens. 7 (4) (2015)
Keith C. Pelletier, Joseph F. Knight
An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. IGARSS (2014)
Zhe Jiang, Shashi Shekhar, Azamat Kamzin, Joseph F. Knight
Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results. ICDM Workshops (2014)
Yan Wang, Joseph F. Knight, Lian P. Rampi, Rong Cao
Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year. IGARSS (2014)
Jennifer Marie Corcoran, Joseph F. Knight, Alisa L. Gallant
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. 5 (7) (2013)
Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran
Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results. ICDM (2013)
Zhe Jiang, Shashi Shekhar, Pradeep Mohan, Joseph F. Knight, Jennifer Corcoran
Learning spatial decision tree for geographical classification: a summary of results. SIGSPATIAL/GIS (2012)
Joseph F. Knight, Margaret L. Voth
Application of MODIS Imagery for Intra-Annual Water Clarity Assessment of Minnesota Lakes. Remote. Sens. 4 (7) (2012)
Joseph F. Knight, Margaret L. Voth
Mapping Impervious Cover Using Multi-Temporal MODIS NDVI Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (2) (2011)
Joseph F. Knight, Ross S. Lunetta
An experimental assessment of minimum mapping unit size. IEEE Trans. Geosci. Remote. Sens. 41 (9) (2003)