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Mining Wrinkle-Patterns with Local EdgePrototypic Pattern (LEPP) Descriptor for the Recognition of Human Age-groups

Md Tauhid Bin Iqbal, Oksam Chae
2018 International Journal of Image Graphics and Signal Processing  
Human age recognition from face image relies highly on a reasonable aging description.  ...  Our experiments show that LEPP preserves discernible aging variations yielding better accuracies than the state-of-theart methods in popular age-group datasets.  ...  4.8 LDN 4.6 PTP 4.4 DAPP 6.7 LEPP 6.1 Mining Wrinkle-Patterns with Local Edge-Prototypic Pattern (LEPP) Descriptor for the Recognition of Human Age-groups  ... 
doi:10.5815/ijigsp.2018.07.01 fatcat:x6frz6q4rbbmxkizf5g6rqicbi

Improving Accuracy in Human Age Classification Using Ensemble Learning Techniques

Sreejit Panicker, Smita Selot, Manisha Sharma
2019 Iraqi Journal of Science  
Age is a predominant parameter for arbitrating an individual, for security and access concerns of the data that exist in cyber space.  ...  The prominent areas where wrinkles are developed naturally in human as age increases are taken for feature extraction.  ...  DAPP was used for separate age group recognition and age approximation tasks [8] . Hu., et, al, in 2017.  ... 
doi:10.24996/ijs.2019.60.8.20 fatcat:bp7l6ca52rh6jddznvnnj3aftu

Landmark-Guided Local Deep Neural Networks for Age and Gender Classification

Yungang Zhang, Tianwei Xu
2018 Journal of Sensors  
Many types of deep neural networks have been proposed to address the problem of human biometric identification, especially in the areas of face detection and recognition.  ...  In this paper, we propose to construct a local deep neural network for age and gender classification.  ...  Acknowledgments The project is funded by Natural Science Foundation China Grant no. 61462097 and Yunnan Provincial Education Department research Grant no. 2018JS143.  ... 
doi:10.1155/2018/5034684 fatcat:dw22kklpenbm7l3ei52alvb67a

Effective training of convolutional neural networks for age estimation based on knowledge distillation

Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
2021 Neural computing & applications (Print)  
Moreover, in case of age estimation, there is the lack of a large and reliably annotated dataset for training deep neural networks.  ...  Within this context, we propose in this paper an effective training procedure of CNNs for age estimation based on knowledge distillation, able to allow smaller and simpler "student" models to be trained  ...  namely local binary pattern (LBP) histograms [39] or their variants as directional age primitive pattern (DAPP) [32] .  ... 
doi:10.1007/s00521-021-05981-0 fatcat:b3svtgkgezg4xezibhjx4pdrim

Age Group and Gender Estimation in the Wild with Deep RoR Architecture [article]

Ke Zhang, Ce Gao, Liru Guo, Miao Sun, Xingfang Yuan, Tony X. Han, Zhenbing Zhao, Baogang Li
2017 arXiv   pre-print
In this paper, we propose a new CNN based method for age group and gender estimation leveraging Residual Networks of Residual Networks (RoR), which exhibits better optimization ability for age group and  ...  Our experiments illustrate the effectiveness of RoR method for age and gender estimation in the wild, where it achieves better performance than other CNN methods.  ...  ACKNOWLEDGMENT The authors would like to thank the editor and the anonymous reviewers for their careful reading and valuable remarks.  ... 
arXiv:1710.02985v1 fatcat:5w5pwdhbqjc3xoujtkyf53s7r4

Parental Personality Disorder and Its Effects on Children: A Review of Current Literature

Donald G. Dutton, Matthew K. Denny-Keys, Joanna R. Sells
2011 Journal of Child Custody  
it is found that, within these individuals ''there is a pervasive pattern of disregard for and violation of the rights of others occurring since age 15 years'' (American Psychiatric Association, 1994,  ...  Their results showed estimates of broad heritability (additive genetic factors) from 0% for conduct problems to 64% for narcissism.  ... 
doi:10.1080/15379418.2011.620928 fatcat:fnzganti4jchfm2wjqrd4qavjm

Who Watches the Watchmen? A Review of Subjective Approaches for Sybil-resistance in Proof of Personhood Protocols [article]

Divya Siddarth, Sergey Ivliev, Santiago Siri, Paula Berman
2020 arXiv   pre-print
In this article, we will outline the approaches of these new and natively digital sources of authentication -- their attributes, methodologies strengths, and weaknesses -- and sketch out possible directions  ...  , to arrive at a decentralized and sybil-resistant consensus for identity.  ...  Acknowledgments We would like to express our sincere gratitude to Adam Stallard, Clément Lesaege, Peter Porobov, Rich McAteer and Vinay Taylor for sharing their work with us and contributing with invaluable  ... 
arXiv:2008.05300v5 fatcat:kngadgz7ijhzhph55pgbc2joqq

Humanode Whitepaper: You are [not] a bot [article]

Dato Kavazi, Victor Smirnov, Sasha Shilina, MOZGIII, MingDong Li, Rafael Contreras, Hardik Gajera, Dmitry Lavrenov, the Humanode Core
2021 arXiv   pre-print
cryptographically secure neural networks for the private classification of 3D templates of users' faces 2) a private Liveness detection mechanism for identification of real human beings 3) a Substrate  ...  The main goal of Humanode is to create a stable and just financial network that relies on the existence of human life.  ...  , errors: diseases, weight loss/gain, injury, age Finger/Hand Vein the vein patterns tend to re- visibility depends on the factors Recognition main constant over a long pe- like age, mole, physical activity  ... 
arXiv:2111.13189v1 fatcat:6pc4nj46sjdkvketwydvwh2ulu

Who Watches the Watchmen? A Review of Subjective Approaches for Sybil-Resistance in Proof of Personhood Protocols

Divya Siddarth, Sergey Ivliev, Santiago Siri, Paula Berman
2020 Frontiers in Blockchain  
to arrive at a decentralized and Sybil-resistant consensus for identity.  ...  In this review, we will outline the approaches of these new and natively digital sources of authentication-their attributes, methodologies, strengths, and weaknesses-and sketch out possible directions  ...  ACKNOWLEDGMENTS We would like to express our sincere gratitude to Adam Stallard, Clément Lesaege, Peter Porobov, Rich McAteer, Vinay Taylor, and Hugo Trentesaux for sharing their work with us and contributing  ... 
doi:10.3389/fbloc.2020.590171 fatcat:e72zwsczqjbdfldfqgh7odlwfm

Understanding Smart Contracts: Hype or Hope? [article]

Elizaveta Zinovyeva, Raphael C. G. Reule, Wolfgang Karl Härdle
2021 arXiv   pre-print
Besides fundamental flaws and applica-tion difficulties of currently employed Smart Contracts, the technological drive and enthusiasm backing it may however serve as a jump-off board for future developments  ...  Reflecting the growing institutional interest, this intertwined exploratory study between statistics, information technology, and law contrasts these idealistic stories with the data reality and provides  ...  different directions in science.  ... 
arXiv:2103.08447v1 fatcat:jmek7zk54rcuzb2uciocz4jb3q

Exploring Web3 From the View of Blockchain [article]

Qin Wang, Rujia Li, Qi Wang, Shiping Chen, Mark Ryan, Thomas Hardjono
2022 arXiv   pre-print
We hope that this work would provide a guide for the development of future Web3 services.  ...  Meanwhile, we also discuss opportunities and challenges surrounding the Web3 space and answer several prevailing questions from communities.  ...  With this in the arm, we analyze and evaluate state of the art Web3 solutions from perspectives of their design patterns and properties.  ... 
arXiv:2206.08821v1 fatcat:weqq4xm3ybhqfi4wzn7sx7u2ae

Thirty-first Annual Meeting 22–26 February 1987 Rivergate Convention Center, New Orleans, Louisiana

1987 Biophysical Journal  
Mechanisms that might possibly account for this interesting divergence between solution and fiber will be explored and discuissed.  ...  Our goal is to test and refine models for the role of myosin head rotation in force generation in vertebrate skeletal muscle.  ...  At pHo=pHi 7.4, Na/Na exchange has a Km for Nai of 18 mM and a Vmax of 12 FU indicating that Nao (150 mM)modifies the affinity for Nai.  ... 
doi:10.1016/s0006-3495(87)83356-8 fatcat:l3ujglz7trbvxjptoaye2rywhu

Twenty-Seventh Annual Meeting February 13–16, 1983 Town & Country Hotel, San Diego, California

1983 Biophysical Journal  
Evidence for the direct effect of EGTA on the aequorin reaction comes from several experiments.  ...  Thus, passive uncoupled layers of canine myocardium exhibit viscoelasticity and varying degrees and directions of anisotropy.  ...  Sarcomere length w s estimated by the position of the first order of the diffraction pattern.  ... 
doi:10.1016/s0006-3495(83)84429-4 fatcat:h62ppiv2n5c3bdqc5snmzicb3m

Challenges and Common Solutions in Smart Contract Development

Niclas Kannengiesser, Sebastian Lins, Christian Sander, Klaus Winter, Hellmuth Frey, Ali Sunyaev
2021 IEEE Transactions on Software Engineering  
Researchers and developers call for a thorough analysis of challenges to identify their causes and propose solutions.  ...  Moreover, we developed 20 software design patterns (SDPs) in collaboration with smart contract developers.  ...  Hasebrook and M. Pfister for their support in analyzing the results from the focus group workshops and refining the SDPs, as well as J. Bartsch, M. Beyene, and F.  ... 
doi:10.1109/tse.2021.3116808 fatcat:jqtlxb56o5cv7f3x5o22srfsj4

Twenty-Seventh Annual Meeting February 13–16, 1983 Town & Country Hotel, San Diego, California

1983 Biophysical Journal  
It is, however, still too early to describe more definitive exchange patterns. 1) Raghavan N. and Schoenborn, B. P.; 2) Wlodawer A. A.; 3) Kossiakoff A.; 4) Mason S. A. in 1982 Brookhaven Symp.  ...  Retinal cultures and lysed-cell motile models have been used to characterize the mechanisms of force production and to identify messengers and agents responsible for regulating these movements.  ...  (Supported in part by National Institutes of Health Grants AG 00361 and AG 00258). Serum orosomucoid contains a single binding site for progesterone with an association constant of .106 M-1.  ... 
doi:10.1016/s0006-3495(83)84432-4 fatcat:cmaqzggntfefzla74f5o2o5clq
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