Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks
Sign Up to like & getrecommendations! 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
APDC-Net: Attention Pooling-Based Convolutional Network for Aerial Scene Classification
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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