Publications

For a complete and up-to-date list of GeoAIR Lab publications, please check our GeoAIR Lab Google Scholar page.

Selected publications (Journal articles)

(* indicates the corresponding author.)

    • Yang, L.*, & Worboys, M. (2015). Generation of navigation graphs for indoor space. International Journal of Geographical Information Science29(10), 1737-1756.      (Cited by 74 as of July 24, 2020)     [Science Citation Index (SCI) indexed]
    • Yang, L.*, & Cervone, G. (2019). Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event. Soft Computing23(24), 13393-13408.      (Cited by 8 as of July 24, 2020)     [Science Citation Index (SCI) indexed]
    • Yang, L.*, MacEachren, A. M., Mitra, P., & Onorati, T. (2018). Visually-enabled active deep learning for (geo) text and image classification: a review. ISPRS International Journal of Geo-Information7(2), 65.     (Cited by 19 as of July 24, 2020)    [Science Citation Index Expanded (SCIE) indexed]
    • Pan, Y., Zhang, X.*, Cervone, G., & Yang, L. (2018). Detection of asphalt pavement potholes and cracks based on the unmanned aerial vehicle multispectral imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing11(10), 3701-3712.      (Cited by 19 as of July 24, 2020) [Science Citation Index Expanded (SCIE) indexed]
    • Yang, N.*, MacEachren, A. M., & Yang, L. (2019). TIN-based tag map layout. The Cartographic Journal56(2), 101-116.      ( Cited by 1 as of July 24, 2020) [Social Sciences Citation Index (SSCI) indexed]

Selected publications (Conference papers)

(* indicates the corresponding author.)

    • Yang, L.*, Oyen, D., & Wohlberg, B. (2019). A novel algorithm for skeleton extraction from images using topological graph analysis. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops.  (Cited by 4  as of July 24, 2020)
    • Yang, L.*, Oyen, D., & Wohlberg, B. (2019). Image classification using topological features automatically extracted from graph representation of images. In Proceedings of the 15th International Workshop on Mining and Learning with Graphs (MLG). (Cited by 3 as of July 24, 2020)
    • Yang, L.*, Gong, M., & Asari, V. K. (2020). Diagram Image Retrieval and Analysis: Challenges and Opportunities. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops.
    • Yang, L.*, & Worboys, M. (2011). A navigation ontology for outdoor-indoor space. In Proceedings of the 3rd ACM SIGSPATIAL international workshop on indoor spatial awareness. (Cited by 69 as of July 24, 2020)
    • Potts, C., Yang, L.*, Oyen, D., & Wohlberg, B. (2019). A Topological Graph-Based Representation for Denoising Low Quality Binary Images. In Proceedings of the IEEE International Conference on Computer Vision Workshops. (Cited by 1  as of July 24, 2020)
    • Gong, M., Yang, L.*, Potts, C., Asari, V. K., Oyen, D., & Wohlberg, B. (2020). TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images. arXiv preprint arXiv:2002.12428. (Cited by 1 as of July 24, 2020)
    • Bhattarai, M.*, Oyen, D., Castorena, J., Yang, L., & Wohlberg, B. (2020). Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops.