Joe Knight

Professor

20002023

Research output per year

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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

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Projects

  • Research Output

    A locally-constrained YOLO framework for detecting small and densely-distributed building footprints

    Xie, Y., Cai, J., Bhojwani, R., Shekhar, S. & Knight, J., Apr 2 2020, In : International Journal of Geographical Information Science. 34, 4, p. 777-801 25 p.

    Research output: Contribution to journalArticle

  • 1 Scopus citations

    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

    Spatial ensemble learning for heterogeneous geographic data with class ambiguity

    Jiang, Z., Sainju, A. M., Li, Y., Shekhar, S. & Knight, J., Aug 2019, In : ACM Transactions on Intelligent Systems and Technology. 10, 4, 43.

    Research output: Contribution to journalArticle

  • Spatiotemporal remote sensing of ecosystem change and causation across Alaska

    Pastick, N. J., Jorgenson, M. T., Goetz, S. J., Jones, B. M., Wylie, B. K., Minsley, B. J., Genet, H., Knight, J. F., Swanson, D. K. & Jorgenson, J. C., Mar 2019, In : Global change biology. 25, 3, p. 1171-1189 19 p.

    Research output: Contribution to journalArticle

  • 14 Scopus citations

    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

    Datasets

    Rochester 1-Meter Land Cover Classification (Urban Focused)

    Host, T. K., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016

    Dataset

    2015 Twin Cities Metropolitan Area Urban Tree Canopy Assessment

    Host, T., Knight, J., Rampi, L., Data Repository for the University of Minnesota, 2017

    Dataset

    Duluth 1-Meter Land Cover Classification (Urban Focused)

    Host, T. K., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016

    Dataset

    Twin Cities Metropolitan Area 1-Meter Land Cover Classification (Urban Focused)

    Host, T. K., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016

    Dataset