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Pakistan military helicopter crashes in Kashmir, all on board killed
Pakistan military helicopter crashes in Kashmir, all on board killed There has been a heavy security presence in Muzaffarabad amid protests in Pakistan-administered Kashmir in recent days. A military helicopter crash near Pakistan-administered Kashmir’s capital, Muzaffarabad, has killed all personnel on board, the country’s Inter-Services Public Relations (ISPR) said. In a statement, the ISPR noted that an Mi-17 helicopter of the army aviation crashed during takeoff “due to a technical...
Zero-Shot Polygon Matching with Pre-trained Models for Pose Estimation and Polygon Cloud from Challenging Stereo
Announce Type: replace Abstract: While stereo matching has achieved maturity for 0D point and 1D line primitives, establishing correspondences for 2D polygons remains largely unexplored due to challenges including disparity discontinuity, scale variation, training dependency, and poor generalization, limiting downstream tasks such as pose estimation and 3D reconstruction. To address these issues, we are the first to propose a Zero-shot Polygon Matching paradigm with Pre-trained Models (i.e.,...
GMBFormer: An NDVI-Guided Global Memory Bank Transformer for Urban Green-Space Extraction from Ultra-High-Resolution Imagery
arXiv:2606.06363v1 Announce Type: new Abstract: Urban green-space extraction from ultra-high-resolution (UHR) imagery is commonly performed patch by patch, which limits semantic reuse among spatially separated but visually similar vegetation patterns. Directly injecting the Normalized Difference Vegetation Index (NDVI) into red-green-blue (RGB) backbones can also blur the roles of visual appearance learning and physical vegetation confidence. We propose GMBFormer, a SegFormer-based framework...