Improved faster R-CNN for fabric defect detection based on Gabor filter with Genetic Algorithm optimization
Mengqi Chen, Lingjie Yu, Chao Zhi, Runjun Sun, Shuangwu Zhu, Zhongyuan Gao, Zhenxia Ke, Mengqiu Zhu, Yuming Zhang
Topics & Concepts
Convolutional neural networkGabor filterComputer scienceArtificial intelligencePattern recognition (psychology)Genetic algorithmAlgorithmEmbeddingInterference (communication)Filter (signal processing)Gabor waveletComputer visionChannel (broadcasting)Image (mathematics)Machine learningWavelet transformWaveletComputer networkDiscrete wavelet transformIndustrial Vision Systems and Defect DetectionSurface Roughness and Optical MeasurementsImage Processing Techniques and Applications