Publications

  1. X. Deng*, Y. Zhu, and S. Newsam, "What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks" (Oral, 20% acceptance rate), 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2018), Seattle, WA, United States. [pdf]
  2. X. Deng*, Y. Zhu, and S. Newsam, "Spatial morphing kernel regression for feature interpolation", 2018 IEEE International Conference on Image Processing (ICIP 2018), Athens, Greece. [pdf]
  3. X. Deng*, W, Li, X. Liu, Q. Guo and S. Newsam, "One-class remote sensing classification: one-class vs. binary classifiers", International Journal of Remote Sensing, 2018. [pdf]
  4. X. Deng* and S. Newsam, "Quantitative Comparison of Open-Source Data for Fine-Grain Mapping of Land Use", 25th ACM SIGSPATIAL Workshop on Urban GIS, 2017, Redondo Beach, CA, United States. [pdf] [slides]