Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images

31 March 2021

F. Alonso-Fernandez

Kevin Hernandez Diaz

Silvia Ramis

Francisco J. Perales López

J. Bigün

CVBM

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Papers citing "Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images"

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Title
Facial Soft Biometrics for Recognition in the Wild: Recent Works, Annotation, and COTS Evaluation E. González-Sosa Julian Fierrez R. Vera-Rodríguez F. Alonso-Fernandez CVBM 39 115 0 24 Oct 2022
Age Range Estimation using MTCNN and VGG-Face Model Dipesh Gyawali Prashanga Pokharel Ashutosh Chauhan S. Shakya CVBM 45 9 0 17 Apr 2021
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms F. Alonso-Fernandez Javier Barrachina Kevin Hernandez Diaz J. Bigün CVBM 56 8 0 16 Jul 2020
Relevant features for Gender Classification in NIR Periocular Images Ignacio A. Viedma Juan Tapia Andrés Iturriaga Christoph Busch CVBM 17 10 0 26 Apr 2019
Sex-Classification from Cell-Phones Periocular Iris Images Juan Tapia Claudia Arellano Ignacio A. Viedma CVBM 25 12 0 31 Dec 2018
MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices C. Duong Kha Gia Quach Ibsa Jalata Nghia T. Nguyen Khoa Luu CVBM 3DH 54 58 0 27 Nov 2018
A Survey on Periocular Biometrics Research F. Alonso-Fernandez J. Bigün CVBM 49 115 0 08 Oct 2018
Periocular Recognition Using CNN Features Off-the-Shelf Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün CVBM 18 39 0 17 Sep 2018
Fine-Grained Age Estimation in the wild with Attention LSTM Networks Ke Zhang Na Liu Xingfang Yuan Xinyao Guo Ce Gao Zhenbing Zhao Zhanyu Ma CVBM 31 102 0 26 May 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 139 1,319 0 23 May 2018
Analyzing Covariate Influence on Gender and Race Prediction from Near-Infrared Ocular Images Denton Bobeldyk Arun Ross CVBM 19 6 0 04 May 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 167 1,292 0 23 Apr 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Sheng Chen Yang Liu Xiang Gao Zhen Han CVBM 3DH 52 558 0 20 Apr 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 148 19,124 0 13 Jan 2018
Recognizing Gender from Human Facial Regions using Genetic Algorithm Avirup Bhattacharyya Rajkumar Saini P. Roy D. P. Dogra S. Kar CVBM 23 10 0 05 Dec 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 72 2,617 0 23 Oct 2017
Gender and Ethnicity Classification of Iris Images using Deep Class-Encoder Maneet Singh Shruti Nagpal Mayank Vatsa Richa Singh A. Noore A. Majumdar 19 27 0 08 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 341 26,241 0 05 Sep 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,747 0 17 Apr 2017
Gender-From-Iris or Gender-From-Mascara? Andrey Kuehlkamp Benedict Becker Kevin W. Bowyer CVBM 22 31 0 04 Feb 2017
How Transferable are CNN-based Features for Age and Gender Classification? Gökhan Özbulak Y. Aytar H. K. Ekenel CVBM 48 105 0 01 Oct 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 145 1,953 0 27 Jul 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 156 4,940 0 11 Apr 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 288 10,149 0 16 Mar 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 118 7,448 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 127 4,937 0 23 Mar 2014