Face recognition with patch-based local walsh transform

M Uzun-Per, M Gökmen - Signal Processing: Image Communication, 2018 - Elsevier
In this paper, we present a novel dense local image representation method called Local
Walsh Transform (LWT) by applying the well-known Walsh Transform (WT) to each pixel of …

A novel hybrid approach for salient object detection using local and global saliency in frequency domain

R Arya, N Singh, RK Agrawal - Multimedia Tools and Applications, 2016 - Springer
In this paper, we introduce a fast and novel biologically plausible frequency domain
approach to detect salient object which incorporates both local and global salient features …

[HTML][HTML] An algorithm for two-dimensional pattern detection by combining Echo State Network-based weak classifiers

H Kage - Machine Learning with Applications, 2024 - Elsevier
Pattern detection is one of the essential technologies in computer vision. To solve pattern
detection problems, the system needs a vast amount of computational resources. To train a …

Neural network based classification of pollen grains

VR Dhawale, JA Tidke, SV Dudul - … International Conference on …, 2013 - ieeexplore.ieee.org
Palynological data are used in a wide range of applications. A new classification algorithm is
proposed for pollen grains. With a view to extract features from pollen images, an classifier …

Performance Comparison of Kekre's Transform with PCA and Other Conventional Orthogonal Transforms for Face Recognition

HB Kekre, K Shah - … on Emerging Trends in Engineering & …, 2009 - ieeexplore.ieee.org
In this paper we propose fast face recognition system based on the Kekre's transform. This
algorithm can be easily implemented and number of coefficients required for recognition …

A Machine Learning Approach for Identifying Soccer Moves Using an Accelerometer Sensor

O Alobaid, L Ramaswamy… - 2018 International …, 2018 - ieeexplore.ieee.org
Human activity recognition is one of the active research topics in the past decade. Many
applications have been developed in many domains such as health and sports. In this …

Face recognition with a novel image representation: Local walsh-Hadamard transform

M Uzun-Per, M Gökmen - 2014 5th European Workshop on …, 2014 - ieeexplore.ieee.org
In this paper, we present a rich image representation which is robust to illumination, facial
expression and scale variations. For this aim, firstly, we propose a novel dense local image …

Dwt-based face recognition using fast walsh hadamard transform and chiral image superimposition as pre-processing techniques

GV Niveditha, BP Sharmila… - … on Electronics and …, 2015 - ieeexplore.ieee.org
One of the major challenges encountered by current Face Recognition (FR) techniques lies
in the difficulties of handling varying poses and illuminations. In this paper we propose three …

Numerical analysis and comparison of spectral decomposition methods in biometric applications

JL FERNÁNDEZ-MARTÍNEZ… - International Journal of …, 2014 - World Scientific
Face recognition is a challenging problem in computer vision and artificial intelligence. One
of the main challenges consists in establishing a low-dimensional feature representation of …

Face recognition with local walsh-hadamard transform around landmarks

M Uzun-Per, M Gökmen - 2015 23nd Signal Processing and …, 2015 - ieeexplore.ieee.org
In this paper, a novel local image representation method based on Walsh-Hadamard
Transform (WHT) called Local WHT (LWHT) is introduced. It is explained how to create …