This paper describes the Aerial Image Dataset (AID):\na large-scale dataset for aerial scene classification. The goal of AID is to\nadvance the state-of-the-arts in scene classification of remote sensing images.\nFor creating AID, we collect and annotate more than ten thousands aerial scene...
This paper describes the Aerial Image Dataset (AID): a large-scale dataset for aerial scene classification. The goal of AID is to advance the state-of-the-arts in scene classification of remote sensing images. For creating AID, we collect and annotate more than ten thousands aerial scene ...
Million-AID is a large-scale benchmark dataset containing a million instances for RS scene classification. There are 51 semantic scene categories in Million-AID. And the scene categories are customized to match the land-use classification standards, whic
The VEDAI dataset [28] is an aerial image dataset designed to detect various small vehicles. Each image in the dataset includes visible (RGB) and infrared (IR), with two available resolutions: 1024 × 1024 and 512 × 512. The object size varies between various model sizes, mainly in the ...
charts with the number of papers published by year, categorized by the type of model (i.e., classical machine learning vs. deep learning), the type of task modeled (i.e., multiclass classification task vs. binary classification task), and the type of dataset (image data vs. numerical ...
An RGB image from aerial hyperspectral data of a farm accompanied by reflectance spectra from the scene provides an easy-to-understand method of automated plant detection (Figure 1). The spatial distribution of the spectra arise from the different reflectance spectra of each plant species. ...
Tsia said. The first arises because the frame rate is set by ultrafast image encoding into the optical pulse, which operates as fast as tens of megahertz. As for the second benefit, the encoded-image signal can be optically amplified, eliminating the typical trade-off of sensitivity for speed...
Although huge efforts have been made in building large-scale datasets very recently, e.g., the Aerial Image Dataset (AID) which contains 10,000 image samples, they are still far from sufficient to fully train a high-capacity deep CNN model. To this end, we present a larger-scale dataset...
Wang, Dongliang,Wan, Youchuan,Xiao, Jianhua,Lai, Xudong,Huang, Wenli,Xu, Jingzhong. Aerial Image Mosaicking with the Aid of Vector Roads[J].Photogrammetric Engineering & Remote Sensing: Journal of the American Society of Photogrammetry 2012,11(11)....
(SAR) image data, in which the same part of the earth's surface is imaged, wherein the method and system include: determination of essentially point-like radar signatures RS in the geo-referenced SAR image data, provision of a position of the sun for recording time of the aerial image ...