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2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search

Wei Jia, Wei Xia, Yang Zhao, Hai Min, Yan-Xiang Chen
2021 International Journal of Automation and Computing  
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]

Shervin Minaee, Amirali Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang
2021 arXiv   pre-print
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

Md Khaled Hasan, Md. Shamim Ahsan, Abdullah-Al-Mamun, S. H. Shah Newaz, Gyu Myoung Lee
2021 Electronics  
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

Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
2021 2020 25th International Conference on Pattern Recognition (ICPR)  
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

Priyanka Mukhopadhyay, Bidyut B. Chaudhuri
2015 Pattern Recognition  
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