Gaussian modeling and Discrete Cosine Transform for efficient and automatic palmprint identification

A Meraoumia, S Chitroub… - … Conference on Machine …, 2010 - ieeexplore.ieee.org
identification, which can efficiently used to identify the people. It is for this reason that
palmprint-based identification is … scheme for palmprint identification using the multivariate …

Do multispectral palmprint images be reliable for person identification?

A Meraoumia, S Chitroub, A Bouridane - Multimedia Tools and …, 2015 - Springer
… The first step consists of applying a low pass filter, such as Gaussian smoothing, to the original
palmprint image. A threshold, T P , is used to convert the filtered image to a binary image, …

Palmprint Identification using SVM and CNN Method

A Wirdiani, D Putra, M Sudarma… - … Conference on Smart …, 2021 - ieeexplore.ieee.org
… are affected to the recognition results. This paper uses a Gaussian filter for preprocessing, …
this paper is the Laplacian of Gaussian edge detection method and Canny edge detection. …

Human identification using palm-vein images

Y Zhou, A Kumar - IEEE transactions on information forensics …, 2011 - ieeexplore.ieee.org
… The second database employed in this work is the PolyU Multispectral Palmprint Database
(… The observed distribution of matching scores resembles or is similar to the Gaussian shape. …

HMMs based palmprint identification

X Wu, K Wang, D Zhang - International Conference on Biometric …, 2004 - Springer
… with six states and two Gaussian mixtures can obtain the highest identification rate, 97.80%, …
Experimental results demonstrate the feasibility of HMMs on the palmprint identification task…

A comparative study of palmprint recognition algorithms

D Zhang, W Zuo, F Yue - ACM computing surveys (CSUR), 2012 - dl.acm.org
… an updated survey of palmprint recognition methods, and … -of-the-art palmprint recognition
methods. Using the Hong Kong … 3D palmprint recognition by using mean curvature, Gaussian

Hidden Markov models & principal component analysis for multispectral palmprint identification

A Meraoumia, M Korichi, S Chitroub… - 2015 5th International …, 2015 - ieeexplore.ieee.org
Automatic personal identification from their physical and … personal identification system based
on Multi-Spectral Palmprint … Subsequently, we use the HMM for modeling the observation …

[PDF][PDF] Fusion of multi-spectral palmprint images for improved identification performance

A Meraoumia, S Chitroub, A Bouridane - Photonics and …, 2012 - academia.edu
palmprint identification … of Gaussian in GMM such that the Equal Error Rate (EER) is
minimized. In Fig. 4.(a), we compare the system performance under different number of Gaussian in …

[HTML][HTML] Palm print identification using improved histogram of oriented lines

M Arunkumar, S Valarmathy - Circuits and Systems, 2016 - scirp.org
… variances, translation and illumination in image identification. Thus, Histogram of Oriented
… for palmprint recognition so far. In this paper, we propose a new descriptor of palmprint

3-D palmprint modeling for biometric verification

S Rajeev, KKM Shreyas, K Panetta… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… While 2-D palmprint recognition has proved to be efficient in … and robustness of the palmprint
recognition system. One of … In this paper, a Gaussian filter is used to smoothen the depth …