Local receptive fields based extreme learning machine with hybrid filter kernels for image classification
Sign Up to like & getrecommendations! Published in 2019 at "Multidimensional Systems and Signal Processing"
DOI: 10.1007/s11045-018-0598-9
Abstract: In this paper, an innovative method called extreme learning machine with hybrid local receptive fields (ELM-HLRF) is presented for image classification. In this method, filters generated by Gabor functions and the randomly generated convolution filters… read more here.
Keywords: learning machine; machine; receptive fields; local receptive ... See more keywords
Local receptive field based extreme learning machine with three channels for histopathological image classification
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-018-0825-6
Abstract: The classification of histopathological images is a challenging task in the study of real-life medicine owing to the diverse geometrical structures and different histology features. This paper proposes a framework called Local Receptive Field based… read more here.
Keywords: machine; layer; image; local receptive ... See more keywords