Joint space representation and recognition of sign language fingerspelling using Gabor filter and convolutional neural network

H Luqman, ESM El-Alfy, GM BinMakhashen - Multimedia Tools and …, 2021 - Springer
In this work, we are proposing a new technique for visual recognition of fingerspelling of a
sign language by fusing multiple spatial and spectral representations of manual gesture …

Mixed Automatic Adversarial Augmentation Network for Finger-Vein Recognition

Y Li, C Tang, S Deng, H Qin… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, vein recognition has attracted increasing attention as a secure and private
biometric identification method. Despite the progress made by deep neural networks (DNNs) …

Using Gabor filter bank with downsampling and SVM for visual sign language alphabet recognition

GMB Makhashen, HA Luqman… - 2nd Smart Cities …, 2019 - ieeexplore.ieee.org
With the increasing advances in computer vision, the research on automated human gesture
and sign language has attracted the attention of many researchers. It has many applications …

Arabic Manuscript Layout Analysis and Classification

GMAB Makhashen - 2018 - search.proquest.com
Vast number of historical Arabic manuscripts is available in digital form on-line where
automatic classification, indexing, and retrieval maybe needed. Such tasks depend heavily …

Multimodal biometric recognition using bio-inspired optimization and fuzzy fusion

GMB Makhashen - 2013 - search.proquest.com
Multimodal biometric recognition systems are an emerging field of research. Basically, this
technology has been recommended to mitigate the limitations of the unimodal biometric …