LAUSR

Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks

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0 Published in 2021 at "Isprs Journal of Photogrammetry and Remote Sensing"

DOI: 10.1016/j.isprsjprs.2021.04.006

Abstract: Aerial scene recognition is a fundamental visual task and has attracted an increasing research interest in the last few years. Most of current researches mainly deploy efforts to categorize an aerial image into one scene-level… read more here.

Keywords: based memory; aerial scene; scene recognition; scene ... See more keywords

6G-Enabled Federated Intelligence and Transparent Framework for Aerial Scene Classification

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0 Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2025.3617077

Abstract: The evolution of sixth generation (6G) demands advanced sensing frameworks that integrate remote sensing (RS), communication, and navigation technologies while addressing challenges related to bandwidth constraints, privacy preservation, and adaptability in dynamic environments. Traditional centralized… read more here.

Keywords: aerial scene; scene classification; privacy; framework ... See more keywords

APDC-Net: Attention Pooling-Based Convolutional Network for Aerial Scene Classification

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0 Published in 2020 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2019.2949930

Abstract: Deep learning methods have boosted the performance of a series of visual tasks. However, the aerial image scene classification remains challenging. The object distribution and spatial arrangement in aerial scenes are often more complicated than… read more here.

Keywords: attention; scene classification; scene; aerial scene ... See more keywords

A Local–Global Interactive Vision Transformer for Aerial Scene Classification

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2 Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2023.3266008

Abstract: Generic image classification has been widely studied in the past decade. However, for the bird-view aerial images, aerial scene classification remains challenging due to the dramatic variation of the scale and object size. Existing methods… read more here.

Keywords: global interactive; aerial scene; local global; scene classification ... See more keywords

Aerial scene classification via a two-stage voting fusion strategy

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0 Published in 2019 at "Journal of Electronic Imaging"

DOI: 10.1117/1.jei.28.5.053028

Abstract: Abstract. Aerial scene classification, which aims to automatically label an aerial image with a specific semantic category, is one of the most challenging tasks in computer vision. With the improvement of spatial resolution of aerial… read more here.

Keywords: scene classification; strategy; via two; aerial scene ... See more keywords