Mitra, S. & Kundu, P., P., (2011), Satellite image segmentation with Shadowed C-Means, Information Sciences, 181, 3601-3613.Mitra, Sushmita, & Kundu, Partha Pratim (2011). Satellite image segmentation with shadowed C-means. Information Sciences, 181, 3601-3613....
However, in contrast to the autoencoder, U-Net predicts a pixelwise segmentation map of the input image rather than classifying the input image as a whole. For each pixel in the original image, it asks the question: “To which class does this pixel belong?”. U-Net passes the feature m...
In this paper, a novel satellite image segmentation technique based on dynamic Harris hawks optimization with a mutation mechanism (DHHO/M) is proposed. Compared with the original Harris hawks optimization (HHO), the dynamic control parameter strategy and mutation operator used in DHHO/M can avoid...
时间编码:每个尺度的特征图都用时间attention编码器压缩其时间维度,即图中的红色部分(注意到attention mask用于处理大尺度时,经过了上采样,就是箭头红线边上的×2,×4,×8)。作者提出基于注意力的框架L-TAE(Lightweight-Temporal Attention Encoder)在最低分辨率上处理时间维度(因为高分辨率的空间感受野小和内存要求高...
Self-adaptive segmentation of satellite images based on a weighted aggregation approachSelf-adaptive segmentationSegmentation by Weighted Aggregation (SWA)selfhood scalemultiscale segmentationobject-based image analysisImage segmentation is a decisive process in object-based image analysis, while the uncertainty...
Morphological operations are used to get the enhanced image. The picture is first pre-prepared by a changed rendition of the standard MS based division which safeguards the attractive discontinuities introduce in the picture and ensures over segmentation in the yield. Considering the divided districts ...
An efficient satellite image segmentation method based on a hybrid grasshopper optimization algorithm (GOA) and minimum cross entropy (MCE) is proposed in this paper. The proposal is known as GOA–jDE, and it merges GOA with self-adaptive differential ev
Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock - ashishpatel26/satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras
一种基于空间分割的矩匹配卫星影像条带噪声去除方法 Based on space satellite images segmentation moment matching method Destriping一种基于空间分割的矩匹配卫星影像条带噪声去除方法,该方法将不同光谱特征的地物依据均值,中值,梯度的特征进行分割,并对每一个分割区域采用标准矩匹配处理. Based on Space Partition ...
Semantic segmentation on multi-resolution optical and microwave data using deep learning Presently, deep learning and convolutional neural networks (CNNs) are widely used in the fields of image processing, image classification, object identific... Singla, Jai G,Vaghela, Bakul 被引量: 0发表: 2024年...