Joe Knight

Professor

20002023

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Conference contribution
2019

Revolutionizing tree management via intelligent spatial techniques

Xie, Y., Shekhar, S., Feiock, R. & Knight, J., Nov 5 2019, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2019. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (eds.). Association for Computing Machinery, p. 71-74 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
1 Scopus citations
2018

An unsupervised augmentation framework for deep learning based geospatial object detection: A summary of results

Xie, Y., Bhojwani, R., Shekhar, S. & Knight, J., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 349-358 10 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets

Xie, Y., Bao, H., Shekhar, S. & Knight, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1344-1349 6 p. 8594992. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2017

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results

Jiang, Z., Li, Y., Shekhar, S., Rampi, L. P. & Knight, J., Nov 7 2017, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Ravada, S., Hoel, E., Tamassia, R., Newsam, S., Trajcevski, G. & Trajcevski, G. (eds.). Association for Computing Machinery, 23. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 2017-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2015

Learning a spatial ensemble of classifiers for raster classification: A summary of results

Jiang, Z., Shekhar, S., Kamzin, A. & Knight, J., Jan 26 2015, Proceedings - 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014. Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. IEEE Computer Society, p. 15-18 4 p. 7022572. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2014

An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA

Pelletier, K. C. & Knight, J. K., Nov 4 2014, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., p. 1971-1974 4 p. 6946847. (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year

Wang, Y., Knight, J., Rampi, L. P. & Cao, R., Nov 4 2014, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., p. 4343-4346 4 p. 6947451. (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2012

Learning spatial decision tree for geographical classification: A summary of results

Jiang, Z., Shekhar, S., Mohan, P., Knight, J. & Corcoran, J., Dec 1 2012, 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2012. p. 390-393 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations
2009

Mapping impervious cover using multi-temporal MODIS NDVI data

Knight, J. & Voth, M., Jan 1 2009, 5th International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2009, MultiTemp 2009. Civco, D. L. (ed.). MultiTemp 2009, p. 247-248 2 p. (5th International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2009, MultiTemp 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2005

Land-cover characterization and change detection using multi-temporal MODIS NDVI data

Lunetta, R. S., Knight, J. F. & Ediriwickrema, J., Dec 1 2005, Proceedings of the Third International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2005. p. 191-194 4 p. 1469870. (Proceedings of the Third International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2005; vol. 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations