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An Image Rotation Approach for Hand Dorsal Vein Recognition
2015
Research in Computing Science
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In this work we propose an approach based on central hand points for auto-rotating hand thermal images; based on the results our approach is able to rotate images from different orientations and obtains ...
In Biometric recognition, commonly the information about the biometric to be analyzed is contained in digital images, in particular this work is focused on analyzing hand dorsal veins as biometric. ...
In the literature, several biometrics have been analyzed for person recognition purposes but recently the hand dorsal veins also are used as biometric; in this work an approach for auto-rotating hand dorsal ...
doi:10.13053/rcs-99-1-10
fatcat:i7hpk3v2nfbc3kwadgg57fxsjm
Dorsal Hand Vein Pattern Analysis and Neural Networks for Biometric Authentication
2017
Studies in Informatics and Control
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In this paper, we propose a novel user authentication approach based on dorsal hand vein pattern analysis and multi-layer perceptron neural network classification. ...
Both approaches lead to binary images containing the vein patterns. ...
According to the experimental results, the proposed system is comparable or even outperforms prior approaches for dorsal hand veins biometric recognition. ...
doi:10.24846/v26i3y201706
fatcat:4wgxtoqhorhgrjwnnuxi3kz7by
Hand-Dorsa Vein Recognition by Matching Local Features of Multisource Keypoints
2015
IEEE Transactions on Cybernetics
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This paper proposes a novel approach to hand-dorsa vein recognition through matching local features of multiple sources. ...
As an emerging biometric for people identification, the dorsal hand vein has received increasing attention in recent years due to the properties of being universal, unique, permanent, and contactless, ...
These facts clearly demonstrate the effectiveness of the proposed approach for dorsal hand vein recognition. ...
doi:10.1109/tcyb.2014.2360894
pmid:25314718
fatcat:j4sp6uw2mrevhbpzosxvtspl2u
Improving hand vein recognition by score weighted fusion of wavelet-domain multi-radius local binary patterns
2016
International journal of computer applications in technology
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For biometric recognition based on near-infrared dorsal hand vein images, Local Binary Patterns (LBP) have emerged as a highly effective descriptor of local image texture with high recognition performance ...
Among biometric modalities, hand vein patterns are seen as providing an attractive method for high-level security access applications owing to high impenetrability and good user convenience. ...
This has led to the work described in this paper to extend the LPB approach to achieve a higher level of recognition performance for NIR dorsal hand vein images. ...
doi:10.1504/ijcat.2016.079870
fatcat:qxcxy2nwrfhwdb5ckk2n5pjtye
Different Views on the Finger—Score-Level Fusion in Multi-Perspective Finger Vein Recognition
[chapter]
2019
Advances in Computer Vision and Pattern Recognition
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In finger vein recognition, the palmar view of the finger is used almost exclusively, with some exceptions where the dorsal view is utilised. ...
We established a multi-perspective finger vein dataset comprising of views all around the finger's longitudinal axis, captured using our self-developed rotating multi-perspective finger vein capture device ...
This should help to overcome hand registration and posture change problems present in hand vein recognition if only 2D vein patterns/images are available. ...
doi:10.1007/978-3-030-27731-4_10
fatcat:y2t6lbwskngujex6uokj6f5gom
MULTISPECTRAL DORSAL HAND VEIN RECOGNITION BASED ON LOCAL LINE BINARY PATTERN
2018
Jurnal Ilmu Komputer dan Informasi
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In recognition step, the adaptation fuzzy k-NN classifier is to evaluate the efficiency of the proposed approach is feasible and effective for dorsal hand vein recognition. ...
The experimental result showed that LLBP method is reliable for feature extraction on dorsal hand vein recognition with a recognition accuracy up to 98%. ...
Pontoh et.al, Multispectral Dorsal Hand Vein Recognition Based On Local Line Binary Pattern 101 recognition approach by using our multispectral dorsal hand vein images. ...
doi:10.21609/jiki.v11i2.576
fatcat:jxwqhwh75nhktbncnmigt2e334
Dorsal hand vein recognition based on EP-tree
2015
2015 14th IAPR International Conference on Machine Vision Applications (MVA)
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We employed a total of 4,280 images of dorsal hand veins from 214 individuals in order to validate the proposed recognition method. ...
Vein recognition, as an emerging biometric recognition approach, is becoming a very active topic in both research and practical applications. ...
dorsal hand vein image. ...
doi:10.1109/mva.2015.7153214
dblp:conf/mva/Lee15
fatcat:td2u4ak72fh7bfnpcrhu6fsavm
State of the Art in Vascular Biometrics
[chapter]
2019
Advances in Computer Vision and Pattern Recognition
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This book chapter provides a comprehensive discussion of the respective state of the art, covering hand-oriented techniques (finger vein, palm vein, (dorsal) hand vein and wrist vein recognition) as well ...
We discuss commercial sensors and systems, major algorithmic approaches in the recognition toolchain, available datasets, public competitions and open-source software, template protection schemes, presentation ...
(Dorsal) Hand Vein Recognition Toolchain There are no specific review articles on (dorsal) hand vein recognition, but [151, 275] review work on various types of hand-based vein recognition techniques ...
doi:10.1007/978-3-030-27731-4_1
fatcat:e3kxblj74verhaouxrjmnt6axe
Biometrics Recognition based on Image Local Features Ordinal Encoding
2017
International Journal of Advanced Computer Science and Applications
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However, image representation and recognition is an open problem. ...
The aim of the paper is to embrace ordinal measurements for image analysis and to apply the concept for a real problem, such as biometric identification. ...
The final vector consists in N*27 features, where N is the number of considered blocks: 8 for iris images and 9 for dorsal hand veins images. ...
doi:10.14569/ijacsa.2017.081242
fatcat:lmnldu4ainexpidspoxtjew3ju
Three-Dimensional Finger Vein Recognition: A Novel Mirror-Based Imaging Device
2022
Journal of Imaging
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Despite various improvements in recognition accuracy and usability, finger vein recognition is still far from being perfect as it suffers from low-contrast images and other imaging artefacts. ...
Three-dimensional or multi-perspective finger vein recognition technology provides a way to tackle some of the current problems, especially finger misplacement and rotations. ...
The authors claim that their approach should help to overcome hand registration and posture change problems present in handvein recognition if only 2D vein patterns/images are available. ...
doi:10.3390/jimaging8050148
pmid:35621912
pmcid:PMC9145039
fatcat:uvtunrxkufgfzpn4jjecydpz7y
A Recognition System for Partially Occluded Dorsal Hand Vein Using Improved Biometric Graph Matching
2020
IEEE Access
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Moreover, we propose a recognition system for partially occluded dorsal hand vein. ...
INDEX TERMS Dorsal hand vein recognition, biometric graph matching, occlusion, databases. ...
Therefore, we present an improved BGM (IBGM) method for dorsal hand vein recognition systems. ...
doi:10.1109/access.2020.2988714
fatcat:czswqn5ctbfnhjm6nwvvkflpda
Dorsal hand veins features extraction and recognition by correlation coefficient
2022
TELKOMNIKA (Telecommunication Computing Electronics and Control)
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One of the most convenient biometrics approaches for identifying a person is dorsal hand veins recognition. ...
As a result, we conclude that our proposed method for recognizing dorsal hand veins is feasible and effective. ...
[12] suggested a method for extracting features from an image of the dorsal vein. ...
doi:10.12928/telkomnika.v20i4.22068
fatcat:e3l3or7mnnccpp3iygloqyhxne
Dorsal Hand Vein Identification Based on Binary Particle Swarm Optimization
2017
Journal of Information Processing Systems
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The dorsal hand vein biometric system developed has a main objective and specific targets; to get an electronic signature using a secure signature device. ...
In this paper, we present our signature device with its different aims; respectively: The extraction of the dorsal veins from the images that were acquired through an infrared device. ...
Binarization by integral image for the extraction of dorsal hand veins. ...
doi:10.3745/jips.03.0066
fatcat:ywttgbwb3rcfxo2g35jvxilnoe
Intelligent Technique for Human Authentication using Fusion of Finger and Dorsal Hand Veins
2021
WSEAS Transactions on Information Science and Applications
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We developed an image analysis technique to extract region of interest (ROI) from finger and dorsal hand veins image. ...
After extracting ROI we design a sequence of preprocessing steps to improve finger and dorsal hand veins images using Median filter, Wiener filter and Contrast Limited Adaptive Histogram Equalization ( ...
For finger vein recognition, we employ the Monogenic Local Binary Pattern (MLBP), and for hand vein recognition an Improved Gaussian Matched Filter (IGMF). ...
doi:10.37394/23209.2021.18.12
fatcat:mvzenj2tunfuhcdcbzyibhalfm
Dorsal Hand Vein Enhancement and Fake Vein Detection
2017
DEStech Transactions on Computer Science and Engineering
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We use several methods to enhance dorsal hand vein images, the recognition rate with guided filter is the best. ...
The enhancement algorithm uses guided filter (GF) to process hand vein images. The guided filter is used as an edge-preserving smoothing operator. ...
Conclusion and Future Works We have presented a new method for hand vein image enhancing. ...
doi:10.12783/dtcse/aita2017/16030
fatcat:756cactyivaopbtr54cdjnogxq
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