IEEE

Semantic Segmentation of Remote Sensing Images With Deep Information Enhancement

Abstract: Using semantic segmentation networks to intelligently categorize remote sensing images (RSIs) is essential for urban planning, land use, and environmental monitoring. However, the complexity ...
GitHub

In-field 3D Reconstruction, Instance Segmentation and Phenotyping of Wheat Heads with Gaussian Splatting

Data used for Wheat3DGS and the baseline results for each plot (from 461 to 467) are structured as follows: Note that resolution is set to 1 to prevent image downscaling, and the training/test split ...
GitHub

MS3SEG: A Multiple Sclerosis MRI Dataset with Tri-Mask Annotations for Lesion Segmentation

Not all white matter hyperintensities (WMH) visible on FLAIR imaging represent pathological MS lesions. Age-related changes and CSF contamination artifacts can mimic MS lesions, leading to ...
IEEE

Deformation-Resilient Multigranularity Learning for Unaligned RGB–T Semantic Segmentation

Abstract: RGB–Thermal semantic segmentation (SS) aims to combine visual light and thermal images to determine the semantic category for each pixel and create an object mask. While existing methods ...