Gabor wavelet-based deep learning for skin lesion classification
Sign Up to like & getrecommendations! Published in 2019 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2019.103423
Abstract: Skin cancer cases are increasing and becoming one of the main problems worldwide. Skin cancer is known as a malignant type of skin lesion, and early detection and treatment are necessary. Malignant melanoma and seborrheic… read more here.
Keywords: wavelet based; gabor wavelet; skin lesion; lesion ... See more keywords
On the distribution of the modulus of Gabor wavelet coefficients and the upper bound of the dimensionless smoothness index in the case of additive Gaussian noises: Revisited
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Sound and Vibration"
DOI: 10.1016/j.jsv.2017.02.013
Abstract: Abstract In previous work by Bozchalooi and Liang (Journal of Sound and Vibration 308 (2007) 246–267), the dimensionless smoothness index was defined as the ratio of the geometric mean to the arithmetic mean of the… read more here.
Keywords: modulus gabor; index; gabor wavelet; smoothness index ... See more keywords
Power-Efficient VLSI Architecture of a New Class of Dyadic Gabor Wavelets for Medical Image Retrieval
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2022.3213186
Abstract: Gabor wavelet is widely used in the analysis of texture features. It is found that Gabor wavelet filter bank (FB) requires infinite precision (due to irrational coefficients) to extract accurate directional textural features for which… read more here.
Keywords: gabor; power; vlsi architecture; gabor wavelet ... See more keywords
Face recognition algorithm based on Gabor wavelet and locality preserving projections
Sign Up to like & getrecommendations! Published in 2017 at "Modern Physics Letters B"
DOI: 10.1142/s0217984917400413
Abstract: In order to solve the effects of illumination changes and differences of personal features on the face recognition rate, this paper presents a new face recognition algorithm based on Gabor wavelet ... read more here.
Keywords: recognition; based gabor; algorithm based; gabor wavelet ... See more keywords
K-NN Classification of Brain Dominance
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Electrical and Computer Engineering"
DOI: 10.11591/ijece.v8i4.pp2494-2502
Abstract: The brain dominance is referred to right brain and left brain. The brain dominance can be observed with an Electroencephalogram (EEG) signal to identify different types of electrical pattern in the brain and will form… read more here.
Keywords: classification brain; brain dominance; brain; gabor wavelet ... See more keywords