2 papers
cs.CV2025
Polygonizing Roof Segments from High-Resolution Aerial Images Using Yolov8-Based Edge Detection
Qipeng Mei, Dimitri Bulatov, Dorota Iwaszczuk
This study presents a novel approach for roof detail extraction and vectorization using remote sensing images. Unlike previous geometric-primitive-based methods that rely on the de…
cs.CV2025
Ground Awareness in Deep Learning for Large Outdoor Point Cloud Segmentation
Kevin Qiu, Dimitri Bulatov, Dorota Iwaszczuk
This paper presents an analysis of utilizing elevation data to aid outdoor point cloud semantic segmentation through existing machine-learning networks in remote sensing, specifica…