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2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search
2021
International Journal of Automation and Computing
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NAS technology represents the future development direction of deep learning. However, up to now, NAS technology has not been well studied for palmprint recognition and palm vein recognition. ...
on five 2D palmprint databases, two palm vein databases, and one 3D palmprint database. ...
Texture-based methods, orientation coding-based methods, and subspace learning-based methods used for palm vein recognition are similar to those used for palmprint recognition.
2D and 3D palmprint recognition ...
doi:10.1007/s11633-021-1292-1
fatcat:ki4as3yt3rgvbe5ytenhpelpr4
Biometrics Recognition Using Deep Learning: A Survey
[article]
2021
arXiv
pre-print
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2020 pre-print arXiv:1912.00271v2 fatcat:rre5cqafrzfrnpxma5b3ztglcmOther Versions
In this work, we provide a comprehensive survey of more than 120 promising works on biometric recognition (including face, fingerprint, iris, palmprint, ear, voice, signature, and gait recognition), which ...
We will then talk about several promising deep learning works developed for that biometric, and show their performance on popular public benchmarks. ...
Nalini Ratha for reviewing this work, and providing very helpful comments and suggestions. ...
arXiv:1912.00271v3
fatcat:nobon7vrrrdnxe4pr3q2anl63y
Human Face Detection Techniques: A Comprehensive Review and Future Research Directions
2021
Electronics
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Face detection, which is an effortless task for humans, is complex to perform on machines. ...
The recent veer proliferation of computational resources is paving the way for frantic advancement of face detection technology. Many astutely developed algorithms have been proposed to detect faces. ...
[278] proposed a palmprint recognition system based on extended LPP, named Kernel LPP (KLPP). ...
doi:10.3390/electronics10192354
fatcat:oy7adwj6cjefnm66cn5kxrybni
Learning Neural Textual Representations for Citation Recommendation
2021
2020 25th International Conference on Pattern Recognition (ICPR)
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Finger Detection on a Virtual Keyboard
DAY 2 -Jan 13, 2021
Fei, Lunke; Qin, Jianyang; Zhang,
Bob; Wen, Jie; Tian, Chunwei; Liu,
Peng; Zhao, Shuping
82
Joint Learning Multiple Curvature Descriptor ...
for 3D Palmprint
Recognition
DAY 2 -Jan 13, 2021
Obinata, Yuya; Yamamoto, Takuma
335
Temporal Extension Module for Skeleton-Based Action Recognition
DAY 2 -Jan 13, 2021
Liu, Daizong; Zhang, ...
doi:10.1109/icpr48806.2021.9412725
fatcat:3vge2tpd2zf7jcv5btcixnaikm
A survey of Hough Transform
2015
Pattern Recognition
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In 1962 Hough earned the patent for a method [1], popularly called Hough Transform (HT) that efficiently identifies lines in images. ...
Acknowledgments We thank the anonymous reviewers for their extremely fruitful comments. ...
For multiple-motion analysis, the essential part is segmentation of independently moving objects. It is determined by Tian and Shah [109] based on a 3D rigidity constraint. ...
doi:10.1016/j.patcog.2014.08.027
fatcat:oye56pu2mrastlppxds6cggvue