Gabor filter based change detection in SAR images by KI thresholding
Sign Up to like & getrecommendations! Published in 2017 at "Optik"
DOI: 10.1016/j.ijleo.2016.11.040
Abstract: Abstract In this paper, automatic change detection (CD) method using Gabor filter is proposed for Synthetic Aperture Radar (SAR) images. Fixed sized Gabor filter is designed using its parameters. CD involves two SAR images; hence… read more here.
Keywords: gabor filter; change; detection; sar images ... See more keywords
A Semantic Segmentation Method for Remote Sensing Images Based on the Swin Transformer Fusion Gabor Filter
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3193248
Abstract: Semantic segmentation of remote sensing images is increasingly important in urban planning, autonomous driving, disaster monitoring, and land cover classification. With the development of high-resolution remote sensing satellite technology, multilevel, large-scale, and high-precision segmentation has… read more here.
Keywords: remote sensing; gabor filter; sensing images; swin transformer ... See more keywords
Textural Analysis for Medicinal Plants Identification Using Log Gabor Filters
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3196788
Abstract: Texture plays a crucial role in computer vision, providing valuable information about image regions. Log Gabor filters that mimic the human eye’s visual cortex are used as feature extractors to identify medicinal plants based on… read more here.
Keywords: gabor; gabor filters; log gabor; gabor filter ... See more keywords
An Accurate Facial Component Detection Using Gabor Filter
Sign Up to like & getrecommendations! Published in 2017 at "Bulletin of Electrical Engineering and Informatics"
DOI: 10.11591/eei.v6i3.683
Abstract: Face detection is a critical task to be resolved in a variety of applications. Since faces include various expressions it becomes a difficult task to detect the exact output. Face detection not only play a… read more here.
Keywords: detection; using gabor; gabor filter; accurate facial ... See more keywords
A Texture Classification Approach Based on the Integrated Optimization for Parameters and Features of Gabor Filter via Hybrid Ant Lion Optimizer
Sign Up to like & getrecommendations! Published in 2019 at "Applied Sciences"
DOI: 10.3390/app9112173
Abstract: Texture classification is an important topic for many applications in machine vision and image analysis, and Gabor filter is considered one of the most efficient tools for analyzing texture features at multiple orientations and scales.… read more here.
Keywords: texture; features gabor; gabor filter; texture classification ... See more keywords
A Gabor Filter-Based Protocol for Automated Image-Based Building Detection
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DOI: 10.3390/buildings11070302
Abstract: Detecting buildings from high-resolution satellite imagery is beneficial in mapping, environmental preparation, disaster management, military planning, urban planning and research purposes. Differentiating buildings from the images is possible however, it may be a time-consuming or… read more here.
Keywords: detect buildings; high resolution; gabor filter; density ... See more keywords