Encoding features from multi-layer Gabor filtering for visual smoke recognition
Sign Up to like & getrecommendations! Published in 2020 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-020-00864-x
Abstract: It is a challenging task to accurately recognize smoke from visual scenes due to large variations in smoke shape, color and texture. To improve recognition accuracy, we propose a framework mainly with a robust local… read more here.
Keywords: feature maps; feature; smoke; gabor convolutional ... See more keywords
Fractional Gabor Convolutional Network for Multisource Remote Sensing Data Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3065507
Abstract: Remote sensing using multisensor platforms has been systematically applied for monitoring and optimizing human activities. Several advanced techniques have been developed to enhance and extract the spatially and spectrally semantic information in the hyperspectral image… read more here.
Keywords: remote sensing; gabor convolutional; multisource; classification ... See more keywords
Optimization of Gabor Convolutional Networks Using the Taguchi Method and Their Application in Wood Defect Detection
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15179557
Abstract: Automated optical inspection (AOI) of wood surfaces is critical for ensuring product quality in the furniture and manufacturing industries; however, existing defect detection systems often struggle to generalize across complex grain patterns and diverse defect… read more here.
Keywords: detection; taguchi method; wood defect; defect detection ... See more keywords