An attention-based stacked BiLSTM framework for predicting remaining useful life of rolling bearings

MS Rathore, SP Harsha - Applied Soft Computing, 2022 - Elsevier
Data-driven prognostic techniques have been widely implemented to accurately predicting
the remaining useful life (RUL) of high-speed bearings. Accurate RUL estimation attributes …

Multimodal biometrics: state of the art in fusion techniques

T Joshi, S Dey, D Samanta - International Journal of …, 2009 - inderscienceonline.com
The concept of multimodal biometrics is gaining importance to realise reliable, accurate and
robust authentication systems. In multimodal biometrics, information fusion can be done at …

Gabor wavelet selection and SVM classification for object recognition

S Lin-Lin, JI Zhen - Acta Automatica Sinica, 2009 - Elsevier
This paper proposes a Gabor wavelets and support vector machine (SVM)-based framework
for object recognition. When discriminative features are extracted at optimized locations …

Feature extraction and fusion for face recognition systems using pre-trained convolutional neural networks

S Almabdy, L Elrefaei - International Journal of Computing and …, 2021 - journal.uob.edu.bh
Recently, face recognition applications achieved promising results by using Convolutional
Neural Network (CNN). CNN has the capability to extract features automatically from images …

Design and fusion of pose-invariant face-identification experts

TK Kim, J Kittler - IEEE transactions on circuits and systems for …, 2006 - ieeexplore.ieee.org
We address the problem of pose-invariant face recognition based on a single model image.
To cope with novel view face images, a model of the effect of pose changes on face …

View-independent face recognition with mixture of experts

R Ebrahimpour, E Kabir, H Esteky, MR Yousefi - Neurocomputing, 2008 - Elsevier
A model for view-independent face recognition, based on Mixture of Experts, ME, is
presented. Instead of allowing ME to partition the face space automatically, it is directed to …

Analytical Study and Recommendations for Computer Vision Methods

D Vartak, Y Maheshwari, T Kothari… - 2023 14th …, 2023 - ieeexplore.ieee.org
The purpose of this comparative study is to determine the effectiveness of various computer
vision techniques for image analysis tasks. This research aims to investigate different …

Improved weight assignment approach for multimodal fusion

A Vora, CN Paunwala… - … International conference on …, 2014 - ieeexplore.ieee.org
Biometric systems are emerging trends in the world of technological revolution for accessing
confidential information of an individual. Multibiometric systems are more preferable …

Revisiting feature level and score level fusion techniques in multimodal biometrics system

MJ Sudhamani, MK Venkatesha… - 2012 International …, 2012 - ieeexplore.ieee.org
The primary application of biometric technology is to analyze human characteristics for
security purpose as security issues have been the focused interest in recent years. A survey …

Teacher-directed learning in view-independent face recognition with mixture of experts using overlapping eigenspaces

R Ebrahimpour, E Kabir, MR Yousefi - Computer Vision and Image …, 2008 - Elsevier
A model for view-independent face recognition, based on Mixture of Experts, ME, is
presented. In the basic form of ME the problem space is automatically divided into several …