A triple-structure network model based upon mobilenet v1 and multi-loss function for facial expression recognition

B Han, M Hu, X Wang, F Ren - Symmetry, 2022 - mdpi.com
Existing facial expression recognition methods have some drawbacks. For example, it
becomes difficult for network learning on cross-dataset facial expressions, multi-region …

3D object recognition using fast overlapped block processing technique

BM Mahmmod, SH Abdulhussain, MA Naser… - Sensors, 2022 - mdpi.com
Three-dimensional (3D) image and medical image processing, which are considered big
data analysis, have attracted significant attention during the last few years. To this end …

Plain, edge, and texture detection based on orthogonal moment

DA Abdulqader, MS Hathal, BM Mahmmod… - IEEE …, 2022 - ieeexplore.ieee.org
Image pattern classification is considered a significant step for image and video processing.
Although various image pattern algorithms have been proposed so far that achieved …

Fast and accurate computation of polar harmonic Fourier moments for image description

S Yang, A Deng - JOSA A, 2023 - opg.optica.org
Continuous orthogonal moments are widely used in various image techniques due to their
simplicity and good rotational invariance and stability. In recent years, numerous excellent …

LCAM: Low-Complexity Attention Module for Lightweight Face Recognition Networks

SC Hoo, H Ibrahim, SA Suandi, TF Ng - Mathematics, 2023 - mdpi.com
Inspired by the human visual system to concentrate on the important region of a scene,
attention modules recalibrate the weights of either the channel features alone or along with …

[HTML][HTML] Performance enhancement of high degree Charlier polynomials using multithreaded algorithm

BM Mahmmod, WN Flayyih, SH Abdulhussain… - Ain Shams Engineering …, 2024 - Elsevier
Discrete orthogonal polynomials (DOPs) have gained significant research attention owing to
their crucial role in digital signal processing applications such as computer vision, pattern …

Deep Learning-Based Speech Enhancement Algorithm Using Charlier Transform

SA Jerjees, HJ Mohammed, HS Radeaf… - … on Developments in …, 2023 - ieeexplore.ieee.org
Machine learning, a part of artificial intelligence, is recently used in speech enhancement
algorithms (SE). The primary focus of SE is finding the original speech signal from the …

Face Image Segmentation Using Boosted Grey Wolf Optimizer

H Zhang, Z Cai, L Xiao, AA Heidari, H Chen, D Zhao… - Biomimetics, 2023 - mdpi.com
Image segmentation methods have received widespread attention in face image
recognition, which can divide each pixel in the image into different regions and effectively …

Facial paralysis symptom detection based on facial action unit

H Niu, J Liu, X Sun, X Zhao, Y Liu - IEEE Access, 2024 - ieeexplore.ieee.org
Facial paralysis refers to the abnormal behavior of facial muscles caused by a disorder of
the facial nerve, mainly manifested as facial asymmetry. In recent years, deep learning has …

Quaternion fast and accurate polar harmonic Fourier moments for color image analysis and object recognition

S Yang, A Deng - JOSA A, 2024 - opg.optica.org
Image moments, as a kind of global feature descriptor of images, have become a valuable
tool for pattern recognition and image analysis. However, traditional methods are mainly …