2 papers
cs.CV2026
Cross360: 360° Monocular Depth Estimation via Cross Projections Across Scales
Kun Huang, Fang-Lue Zhang, Neil Dodgson
360° depth estimation is a challenging research problem due to the difficulty of finding a representation that both preserves global continuity and avoids distortion in spherical i…
cs.CV2024
Multi-task Geometric Estimation of Depth and Surface Normal from Monocular 360° Images
Kun Huang, Fang-Lue Zhang, Fangfang Zhang +3
Geometric estimation is required for scene understanding and analysis in panoramic 360° images. Current methods usually predict a single feature, such as depth or surface normal. T…