A review of convolutional neural networks and gabor filters in object recognition

M Rai, P Rivas - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
… on the texture segmentation, and this segmentation is the main … But, granted the power of
CNN in self-optimization, we … Transform (DWT) and Gabor based feature. When most of the …

Enhancing CNNs Performance on Object Recognition Tasks with Gabor Initialization

P Rivas, M Rai - Electronics, 2023 - mdpi.com
… in favor of using Gabor-based methods for initializing the … been favored for their self-optimization
through gradient descent … filter would suffice for most texture segmentation tasks ( σ x = σ …

Deep manifold orthometric network for the detection of cancer metastasis in lymph nodes via histopathology image segmentation

H Yu, Z Zhu, Q Zhao, Y Lu, J Liu - Biomedical Signal Processing and …, 2024 - Elsevier
… , high-solution WSI was segmented the into tens of millions of … that automatically identifies
discriminative patches by utilizing … The output M of the self-optimization modular is given by the …

RETRACTED ARTICLE: An efficient recognition system for preserving ancient historical documents of English characters

V Sathya Narayanan, N Kasthuri - Journal of Ambient Intelligence and …, 2021 - Springer
Optical Character recognition (OCR) system is a tool that allows machines to recognize
automatically the characters through an optical … the character segmented in the segmentation