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Xiangwei Zheng

2 accepted papers

2024

Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images

NeurIPS 2024poster

The ability to detect aerial objects with limited annotation is pivotal to the development of real-world aerial intelligence systems. In this work, we focus on a demanding but practical sparsely annotated object detection (SAOD) in aerial images, which encompasses a wider variety of aerial scenes wi…

Cited by 1SourcePDFScholar
2022

CVNet: Contour Vibration Network for Building Extraction

CVPR 2022poster

The classic active contour model raises a great promising solution to polygon-based object extraction with the progress of deep learning recently. Inspired by the physical vibration theory, we propose a contour vibration network (CVNet) for automatic building boundary delineation. Different from the…

Cited by 22PDFcodeScholar