M. C. Hirye

K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation

Jake H. Lee, S. Mauceri, Sassan Saatchi, 2022, Frontiers in Environmental Science.

High-Resolution Data Grids to Assess Urban Density and Environmental Quality: The Case of São Paulo City

F. Wagner, M. C. Hirye, A. S. Filardo, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images

O. Phillips, Y. Shimabukuro, L. Aragão, 2018, ISPRS Journal of Photogrammetry and Remote Sensing.

Fast computation of digital terrain model anomalies based on LiDAR data for geoglyph detection in the Amazon

L. Aragão, R. Kipnis, F. Wagner, 2022, Remote Sensing Letters.

U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images - Case Study in the Joanópolis City, Brazil

Ricardo Dalagnol, Yuliya Tarabalka, Fabien Wagner, 2020, Remote. Sens..

Assessing Landslide Drivers in Social-Ecological-Technological Systems: The Case of Metropolitan Region of São Paulo, Brazil

T. McPhearson, F. Wagner, D. Alves, 2023, Remote. Sens..