Yuwei Cai

Room 417, Main Building East Quad., School of Geographical & Earth Sciences

2953529c@student.gla.ac.uk

ORCID iDhttps://orcid.org/0009-0000-6417-5537

Research title: Enhancing Building Footprint Extraction Accuracy Using Single-Image Super-Resolution Building Datasets

Research Summary

My research mainly focuses on using deep learning methods for building rooftop dection and super-resolution. In the recent one year, I was exploring methods to enhance building rooftop extraction accuracy with Single-Image Super-Resolution(SISR) on building datasets. My current research focuses on deep learning methods to enhance the resolution of aerial images from the building datasets.

All topics of my research are related to the deep learning applications for assisting urban management, environmental monitoring, emergency response, and other land use management issues. By enhancing the performances with the deep learning-based methods, the increased detection accuracy can help the governments and the companies to obtain accurate results.

Supervisors

Grants

  • IEEE Geoscience and Remote Sensing Society 2023-2024 Travel Grant

Conferences

2024

  • July 7th-12nd, IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Athens, Greece

2023

  • July 16th-21st, IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023), Pasadena California, USA