Comparing deep neural networks, ensemble classifiers, and support vector machine algorithms for object-based urban land use/land cover classification SE Jozdani, BA Johnson, D Chen Remote Sensing 11 (14), 1713, 2019 | 213 | 2019 |
A review and meta-analysis of Generative Adversarial Networks and their applications in remote sensing S Jozdani, D Chen, D Pouliot, BA Johnson International Journal of Applied Earth Observation and Geoinformation 108 …, 2022 | 67 | 2022 |
Identifying Generalizable Image Segmentation Parameters for Urban Land Cover Mapping through Meta-Analysis and Regression Tree Modeling BA Johnson, SE Jozdani Remote Sensing 10 (1), 2018 | 43 | 2018 |
On the versatility of popular and recently proposed supervised evaluation metrics for segmentation quality of remotely sensed images: An experimental case study of building … S Jozdani, D Chen ISPRS Journal of Photogrammetry and Remote Sensing 160, 275-290, 2020 | 32 | 2020 |
A regression modelling approach for optimizing segmentation scale parameters to extract buildings of different sizes SE Jozdani, M Momeni, BA Johnson, M Sattari International Journal of Remote Sensing 39 (3), 684-703, 2018 | 24 | 2018 |
Local climate zone (LCZ) map accuracy assessments should account for land cover physical characteristics that affect the local thermal environment BA Johnson, SE Jozdani Remote Sensing 11 (20), 2420, 2019 | 20 | 2019 |
Leveraging deep neural networks to map caribou lichen in high-resolution satellite images based on a small-scale, noisy UAV-derived map S Jozdani, D Chen, W Chen, SG Leblanc, C Prévost, J Lovitt, L He, ... Remote Sensing 13 (14), 2658, 2021 | 12 | 2021 |
Confusion Matrices Help Prevent Reader Confusion: Reply to Bechtel, B., et al. A Weighted Accuracy Measure for Land Cover Mapping: Comment on Johnson et al. Local Climate Zone … BA Johnson, SE Jozdani Remote Sensing 12 (11), 1771, 2020 | 8 | 2020 |
Evaluating image normalization via GANs for environmental mapping: A case study of lichen mapping using high-resolution satellite imagery S Jozdani, D Chen, W Chen, SG Leblanc, J Lovitt, L He, RH Fraser, ... Remote Sensing 13 (24), 5035, 2021 | 3 | 2021 |
Expanding the applicability of remotely sensed soil evaporation transfer coefficient to the estimation of soil moisture over bare soil and partially vegetated areas Z Barzegar, M Momeni, S Jozdani Remote Sensing Letters 7 (4), 368-377, 2016 | 1 | 2016 |
Observations and Geoinformation S Jozdani, D Chen, D Pouliot, BA Johnson International Journal of Applied Earth Observation and Geoinformation 108 …, 2022 | | 2022 |
Leveraging Multi-Source Remote Sensing Images and Deep Learning to Map Caribou Lichens S Jozdani Queen's University (Canada), 2022 | | 2022 |