IEEE

S4DR-Net: Self-Supervised Spatial–Spectral Distance Reconstruction Network for Multispectral Point Cloud Classification

Abstract: Multispectral LiDAR point clouds are valuable in remote sensing for their spatial–spectral consistency, yet their high acquisition and annotation costs pose significant challenges. To ...
IEEE

OCSA-FN: A Fusion Network With Orthogonality-Constrained Spatial Attention for Hyperspectral and Land Surface Temperature Data Classification

Abstract: With the continuous advancement of remote sensing (RS) technology, collaborative image land cover classification using multisource RS data has gradually emerged as a prominent research focus ...
PNAS

Unified molecular approach for spatial epigenome, transcriptome, and cell lineages

Contributed by Howard Y. Chang; received November 19, 2024; accepted February 20, 2025; reviewed by Jellert Gaublomme and David A. Quigley The spatial organization of cells within tissues plays a ...
Le Lézard

Vadzo Imaging Launches AR0521 USB Camera for Interactive Digital Signage and Real-Time Gesture Recognition Applications

Vadzo Imaging's Falcon-521CRS is a 5MP USB 3.0 color camera built on the Onsemi AR0521 sensor, delivering low noise rolling ...
Frontiers

Deep Domain Adaptation Applied to Remote Sensing Data Analysis

Deep learning has transformed remote sensing, driving state-of-the-art results in land use and land cover classification, ...