Fusion loss and inter-class data augmentation for deep finger vein feature learning
暂无分享,去创建一个
Lai-Man Po | Yasar Abbas Ur Rehman | Weifeng Ou | Chang Zhou | Pengfei Xian | Yujia Zhang | L. Po | Chang Zhou | Pengfei Xian | Weifeng Ou | Yujia Zhang
[1] Yu Qiao,et al. A Discriminative Feature Learning Approach for Deep Face Recognition , 2016, ECCV.
[2] Andreas Uhl,et al. Enhanced Segmentation-CNN based Finger-Vein Recognition by Joint Training with Automatically Generated and Manual Labels , 2019, 2019 IEEE 5th International Conference on Identity, Security, and Behavior Analysis (ISBA).
[3] Anil K. Jain,et al. FVC2004: Third Fingerprint Verification Competition , 2004, ICBA.
[4] Jian-Da Wu,et al. Finger-vein pattern identification using principal component analysis and the neural network technique , 2011, Expert Syst. Appl..
[5] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[6] Kang Ryoung Park,et al. Finger vein recognition using minutia‐based alignment and local binary pattern‐based feature extraction , 2009, Int. J. Imaging Syst. Technol..
[7] Yi Zhang,et al. DeepVein: Novel finger vein verification methods based on Deep Convolutional Neural Networks , 2017, 2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA).
[8] Ajay Kumar,et al. Finger vein identification using Convolutional Neural Network and supervised discrete hashing , 2019, Pattern Recognit. Lett..
[9] Naoto Miura,et al. Extraction of Finger-Vein Patterns Using Maximum Curvature Points in Image Profiles , 2007, MVA.
[10] Taghi M. Khoshgoftaar,et al. A survey on Image Data Augmentation for Deep Learning , 2019, Journal of Big Data.
[11] Qiuxia Wu,et al. A novel finger vein verification system based on two-stream convolutional network learning , 2018, Neurocomputing.
[12] Mounim A. El-Yacoubi,et al. Deep Representation for Finger-Vein Image-Quality Assessment , 2018, IEEE Transactions on Circuits and Systems for Video Technology.
[13] Kang Ryoung Park,et al. Convolutional Neural Network-Based Finger-Vein Recognition Using NIR Image Sensors , 2017, Sensors.
[14] Kang Ryoung Park,et al. Multimodal Biometric Recognition Based on Convolutional Neural Network by the Fusion of Finger-Vein and Finger Shape Using Near-Infrared (NIR) Camera Sensor , 2018, Sensors.
[15] Qing Zhang,et al. Finger Vein Recognition Based on Fusion of Deformation Information , 2020, IEEE Access.
[16] Gongping Yang,et al. Singular value decomposition based minutiae matching method for finger vein recognition , 2014, Neurocomputing.
[17] Shahrel Azmin Suandi,et al. Finger Vein Recognition Using Local Line Binary Pattern , 2011, Sensors.
[18] Kaiqi Huang,et al. Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[19] Arcot Sowmya,et al. Learning a Compact Vein Discrimination Model With GANerated Samples , 2020, IEEE Transactions on Information Forensics and Security.
[20] Min Li,et al. GAN-Based Image Augmentation for Finger-Vein Biometric Recognition , 2019, IEEE Access.
[21] Gongping Yang,et al. Finger Vein Recognition Based on Local Directional Code , 2012, Sensors.
[22] Gongping Yang,et al. A Systematic Review of Finger Vein Recognition Techniques , 2018, Inf..
[23] Gongping Yang,et al. Finger Vein Recognition Based on (2D)2 PCA and Metric Learning , 2012, Journal of biomedicine & biotechnology.
[24] Reza Abrishambaf,et al. Finger vein recognition using Gabor filter and Support Vector Machine , 2014, International Image Processing, Applications and Systems Conference.
[25] Hee Chan Kim,et al. Finger vein extraction using gradient normalization and principal curvature , 2009, Electronic Imaging.
[26] Chengbo Yu,et al. Finger-Vein Verification Based on Multi-Features Fusion , 2013, Sensors.
[27] Stefanos Zafeiriou,et al. ArcFace: Additive Angular Margin Loss for Deep Face Recognition , 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[28] Qingmin Liao,et al. FV-GAN: Finger Vein Representation Using Generative Adversarial Networks , 2019, IEEE Transactions on Information Forensics and Security.
[29] Feiqi Deng,et al. Study of a Full-View 3D Finger Vein Verification Technique , 2020, IEEE Transactions on Information Forensics and Security.
[30] Kang Ryoung Park,et al. Finger-Vein Recognition Based on Deep DenseNet Using Composite Image , 2019, IEEE Access.
[31] 拓海 杉山,et al. “Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks”の学習報告 , 2017 .
[32] Xing Ji,et al. CosFace: Large Margin Cosine Loss for Deep Face Recognition , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[33] Bhiksha Raj,et al. SphereFace: Deep Hypersphere Embedding for Face Recognition , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[34] Gongping Yang,et al. A Survey of Finger Vein Recognition , 2014, CCBR.
[35] Andreas Uhl,et al. Finger-vein Recognition using Deep Fully Convolutional Neural Semantic Segmentation Networks: The Impact of Training Data , 2018, 2018 IEEE International Workshop on Information Forensics and Security (WIFS).
[36] Wenxin Li,et al. Finger-Vein Authentication Based on Wide Line Detector and Pattern Normalization , 2010, 2010 20th International Conference on Pattern Recognition.
[37] Ajay Kumar,et al. Human Identification Using Finger Images , 2012, IEEE Transactions on Image Processing.
[38] Shahrel Azmin Suandi,et al. Fusion of Band Limited Phase Only Correlation and Width Centroid Contour Distance for finger based biometrics , 2014, Expert Syst. Appl..
[39] Ying Shen,et al. Palmprint and Palmvein Recognition Based on DCNN and A New Large-Scale Contactless Palmvein Dataset , 2018, Symmetry.
[40] Shiqian Wu,et al. Exploring Competitive Features Using Deep Convolutional Neural Network for Finger Vein Recognition , 2019, IEEE Access.
[41] Jian Cheng,et al. NormFace: L2 Hypersphere Embedding for Face Verification , 2017, ACM Multimedia.
[42] James Philbin,et al. FaceNet: A unified embedding for face recognition and clustering , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[43] Yanzhe Cui,et al. Finger-vein image recognition combining modified Hausdorff distance with minutiae feature matching , 2009, Interdisciplinary Sciences: Computational Life Sciences.
[44] Mounim A. El-Yacoubi,et al. Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification , 2017, IEEE Transactions on Information Forensics and Security.
[45] Meng Yang,et al. Large-Margin Softmax Loss for Convolutional Neural Networks , 2016, ICML.
[46] Chengbo Yu,et al. Region growth-based feature extraction method for finger-vein recognition , 2011 .
[47] Patrizio Campisi,et al. On-the-Fly Finger-Vein-Based Biometric Recognition Using Deep Neural Networks , 2020, IEEE Transactions on Information Forensics and Security.
[48] Matthew R. Scott,et al. Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[49] Andreas Uhl,et al. An Available Open-Source Vein Recognition Framework , 2019, Handbook of Vascular Biometrics.
[50] Hee Chan Kim,et al. A finger-vein verification system using mean curvature , 2011, Pattern Recognit. Lett..
[51] Naoto Miura,et al. Feature Extraction of Finger-vein Patterns Based on Repeated Line Tracking and Its Application to Personal Identification , 2022 .
[52] Gongping Yang,et al. Finger Vein Recognition With Anatomy Structure Analysis , 2018, IEEE Transactions on Circuits and Systems for Video Technology.
[53] Patrizio Campisi,et al. Convolutional Neural Network for Finger-Vein-Based Biometric Identification , 2019, IEEE Transactions on Information Forensics and Security.
[54] Rabia Bakhteri,et al. Finger-vein biometric identification using convolutional neural network , 2016 .
[55] Hui Ma,et al. Finger vein recognition based on lightweight CNN combining center loss and dynamic regularization , 2020 .
[56] Alexei A. Efros,et al. Image-to-Image Translation with Conditional Adversarial Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[57] Hui Hu,et al. FV-Net: learning a finger-vein feature representation based on a CNN , 2018, 2018 24th International Conference on Pattern Recognition (ICPR).