Cooperative spectrum sensing as image segmentation: a new data fusion scheme

K Wu, M Tang, C Tellambura… - IEEE Communications …, 2018 - ieeexplore.ieee.org
… First, the spectrum occupancy status in CRAHNs is spatially heterogeneous. Second, …
the true sensing results. To handle both these challenges, inspired by image segmentation in …

[HTML][HTML] DSSM: A deep neural network with spectrum separable module for multi-spectral remote sensing image segmentation

H Zhu, R Tan, L Han, H Fan, Z Wang, B Du, S Liu… - Remote Sensing, 2022 - mdpi.com
… the development of image segmentation approaches in the … image segmentation methods
in the RS field are reviewed and compared with the proposed algorithms. Image segmentation

Wideband spectrum sensing for cognitive radio via phase-field segmentation

M Eslami, SMS Sadough - 2010 Wireless Advanced 2010, 2010 - ieeexplore.ieee.org
… assumptions about the spectrum under analysis and the adopted spectrum sensing method.
… Next, we propose a spectrum sensing method based on phase-field image segmentation as …

[HTML][HTML] MACHINE LEARNING-BASED SYSTEM MODELING FOR SPECTRUM SENSING & SEMANTIC SEGMENTATION

JH Kim - 2020 - scholar.dgist.ac.kr
… In this paper, we propose domain-adaptive transfer attack (DATA)-based segmentation … of
the segmentation model. From test results with two different datasets (ie, the Inria aerial image

Remote sensing image segmentation by combining spectral and texture features

J Yuan, DL Wang, R Li - … on geoscience and remote sensing, 2013 - ieeexplore.ieee.org
… The above image model bears some resemblance to the … spectrum is the linear combination
of endmember spectrum … mixing model is the measured spectrum of each pixel location. …

Segmentation for remote sensing image with shape and spectrum prior

P Yang, Z Zhou, S Huang, H Shi - Neurocomputing, 2016 - Elsevier
segmentation model incorporating shape and spectrum prior … training shapes, and the prior
spectrum is put forward with the … Then, the shape prior and spectrum prior energy functional …

A novel technique for wideband spectrum sensing in cognitive radio through phase-field segmentation

M Eslami, SMS Sadough - Wireless personal communications, 2013 - Springer
… –Shah segmentation method [21], initially proposed in the image processing community for
… Next, we propose a spectrum sensing method based on phase-field image segmentation as …

[PDF][PDF] Multi-spectral image segmentation based on the K-means clustering

MA Hamada, Y Kanat, AE Abiche - Int. J. Innov. Technol. Explor …, 2019 - researchgate.net
sensing plays a vital role in providing enhancement of more detailed analysis of crop
segmentation… is carried out using the satellite image from Sentinel 2 remote sensing satellite via k-…

[HTML][HTML] SSCNet: A spectrum-space collaborative network for semantic segmentation of remote sensing images

X Li, F Xu, X Yong, D Chen, R Xia, B Ye, H Gao… - Remote Sensing, 2023 - mdpi.com
… This relationship is visually represented in Figure 1, where we illustrate an RSI and provide
a frequency image. In Figure 1c, we showcase the low-frequency component, while Figure 1…

Water extraction in high resolution remote sensing image based on hierarchical spectrum and shape features

B Li, H Zhang, F Xu - IOP Conference Series: Earth and …, 2014 - iopscience.iop.org
… based on the pixel segmentation. Firstly, we segment image by spectrum attribute (R, G, B, …
by the shape of segmentation, we extract shape and spectrum features for water extraction. …