Finger Vein Recognition Based On An Improved K-Nearest Centroid Neighbor Classifier

QR Code

Finger Vein Recognition Based On An Improved K-Nearest Centroid Neighbor Classifier

This project is developed to propose an improved K-Nearest Centroid Neighbor classifier for finger vein recognition. Recently, finger vein recognition has become one of the most popular biometric technologies to be used in various applications due to finger vein‟s properties. Several classifiers hav...

Full description

Bibliographic Details
Main Author:	Ng, Yee Wei
Format:	Monograph
Language:	English
Published:	Universiti Sains Malaysia 2017
Subjects:	T Technology TK Electrical Engineering. Electronics. Nuclear Engineering
Online Access:	http://eprints.usm.my/53145/ http://eprints.usm.my/53145/1/Finger%20Vein%20Recognition%20Based%20On%20An%20Improved%20K-Nearest%20Centroid%20Neighbor%20Classifier_Ng%20Yee%20Wei_E3_2017.pdf

Similar Items

Fpga-Based Accelerator For The Identification Of Finger Vein Pattern Via K-Nearest Centroid Neighbors
by: Yew , Tze Ee
Published: (2016)

Extended Nearest Centroid Neighbor Method With Training Set Reduction For Classification
by: Mukahar, Nordiana
Published: (2020)

Development of Signal Segmentation Technique and Improved Fuzzy K Nearest Centroid Neighbor (Ifkncn) Classifier for Audio Identification System
by: Jaafar, Haryati
Published: (2015)

A review of finger vein recognition system
by: Eiwei, Ting, et al.
Published: (2018)

Ensemble Of Multiple Matchers For Finger Vein Recognition
by: Soh, Siang Loong
Published: (2017)

The classification of meat odor-profile using K-nearest neighbors (KNN)
by: Nur Farina, Hamidon Majid, et al.

Embedded Finger Vein Recognition System Using Raspberry Pi With Improved Region Of Interest
by: Lim, Yuan Zhang
Published: (2017)

Finger vein verification
by: Krishna Veni, Selvan.
Published: (2009)

Finger Vein Recognition Algorithm Using Phase Only Correlation.
by: Mahri, Nurhafizah, et al.
Published: (2010)

Finger Vein Recognition Using Pattern Map As Feature Extraction
by: Teoh, Saw Beng
Published: (2012)

Raspberry Pi-Based Finger Vein Recognition System Using PCANet
by: Quek, Ee Wen
Published: (2018)

Categorization of Gelam, Acacia and Tualang Honey odor-profile using k-nearest neighbors
by: Nurdiyana, Zahed, et al.
Published: (2018)

A Customer Churn Prediction using Pearson Correlation Function and K Nearest Neighbor Algorithm for Telecommunication Industry
by: Nilam Nur Amir, Sjarif, et al.
Published: (2019)

Odour-Profile Classification of Gelam, Acacia and Tualang Honey based on K-Nearest Neighbors Technique
by: Nurdiyana, Zahed, et al.
Published: (2016)

Band-Limited Phase-Only Correlation (Blpoc) Using Fpga For Finger Vein Recognition System
by: Tan, Chee Wei
Published: (2013)

Partial discharge classification for XLPE cable joints using K nearest neighbors algorithm / Muhammad Shairazi Mohd Salleh
by: Muhammad Shairazi , Mohd Salleh
Published: (2020)

Improved Local Line Binary Pattern (Illbp): An Improved Lbp-Based Biometric Descriptor For Face And Finger Vein Recognition
by: Chaiwuh, Shing
Published: (2013)

Investigation of dimensionality reduction in a finger vein verification system
by: Ting, Ei Wei, et al.
Published: (2018)

The classification of skateboarding tricks by means of the integration of transfer learning models and K-Nearest neighbors
by: Muhammad Nur Aiman, Shapiee, et al.
Published: (2022)

Fruits recognition based on texture features and K-Nearest Neighbor
by: Kamal Ariffin, Nur Izzani, et al.
Published: (2018)

Development of finger vein identification system using feature combination and dimensionality reduction
by: Ting, Ei Wei
Published: (2018)

Finger vein identification based on transfer learning of AlexNet
by: Fairuz, Subha, et al.
Published: (2018)

kNN-IS: an iterative spark-based design of the k-nearest neighbors classifier for big data
by: Maillo, Jesus, et al.
Published: (2016)

Brain MRI image classification for tumor detection using integrated hybrid convolutional k-nearest neighbor model
by: Hossain, Mirza Mahfuj, et al.
Published: (2024)

Face classification using PCA and K-nearest neighbor method
by: Liang, Wen-Wei
Published: (2014)

Enhanced user authentication through typing biometrics with artificial neural networks and k-nearest neighbor algorithm
by: Mohd Hassan Wong , Fadhli Wong, et al.
Published: (2001)

Finger vein verification system using repeated line tracking and dimensionality reduction using PCA algorithms with SURF matching
by: Ei Wei., Ting, et al.
Published: (2017)

Durian species recognition system based on global shape representations and k-nearest neighbors
by: Nyon, Xin Yi, et al.
Published: (2018)

Register Transfer Level Implementation Of Pooling - Based Feature Extraction For Finger Vein Identification
by: Mohamed Ali, Mohamed Hassan
Published: (2017)

Quranic diacritic and character segmentation and recognition using flood fill and k-nearest neighbors algorithm
by: Alotaibi, Faiz E A L
Published: (2019)

Exact fuzzy k-Nearest neighbor classification for big datasets
by: Maillo, Jesus, et al.
Published: (2017)

Real-time kinect fingers tracking and recognition for servo gripper controller
by: Rosdiyana, Samad, et al.
Published: (2018)

Finger Application Using K-Curvature Methods and Kinect Sensor in Real-time
by: MM. Zabri, Abu Bakar, et al.
Published: (2015)

Fast and Accuracy Control Chart Pattern Recognition using a New cluster-k-Nearest Neighbor
by: Brahim Belhaouari, samir
Published: (2008)

Fast and Accuracy Control Chart Pattern Recognition using a New cluster-k-Nearest Neighbor
by: Brahim Belhaouari, samir
Published: (2009)

You tube spam comment detection using support vector machine and k–nearest neighbor
by: Aziz, Aqliima, et al.
Published: (2017)

Solving vehicle routing problem by using improved K-nearest neighbor algorithm for best solution
by: Mohammed, Mazin Abed, et al.
Published: (2017)

Convolutional neural network-based finger vein recognition using near infrared images
by: Fairuz, Subha, et al.
Published: (2018)

The application of k -Nearest Neighbour in the identification of high potential archers based on relative psychological coping skills variables
by: Zahari, Taha, et al.
Published: (2018)

A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline
by: Islam, Md Nahidul, et al.
Published: (2022)