Search Results - "2023 IEEE International Joint Conference on Biometrics (IJCB)"

EFaR 2023: Efficient Face Recognition Competition by Kolf, Jan Niklas, Boutros, Fadi, Elliesen, Jurek, Theuerkauf, Markus, Damer, Naser, Alansari, Mohamad, Hay, Oussama Abdul, Alansari, Sara, Javed, Sajid, Werghi, Naoufel, Grm, Klemen, Struc, Vitomir, Alonso-Fernandez, Fernando, Diaz, Kevin Hernandez, Bigun, Josef, George, Anjith, Ecabert, Christophe, Shahreza, Hatef Otroshi, Kotwal, Ketan, Marcel, Sebastien, Medvedev, Iurii, Jin, Bo, Nunes, Diogo, Hassanpour, Ahmad, Khatiwada, Pankaj, Toor, Aafan Ahmad, Yang, Bian

“…This paper presents the summary of the Efficient Face Recognition Competition (EFaR) held at the 2023 International Joint Conference on Biometrics (IJCB 2023)…”
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Synthetic Data for the Mitigation of Demographic Biases in Face Recognition by Melzi, Pietro, Rathgeb, Christian, Tolosana, Ruben, Vera-Rodriguez, Ruben, Morales, Aythami, Lawatsch, Dominik, Domin, Florian, Schaubert, Maxim

“…This study investigates the possibility of mitigating the demographic biases that affect face recognition technologies through the use of synthetic data…”
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A Universal Anti-Spoofing Approach for Contactless Fingerprint Biometric Systems by Adami, Banafsheh, Tehranipoor, Sara, Nasrabadi, Nasser, Karimian, Nima

“…With the increasing integration of smartphones into our daily lives, fingerphotos are becoming a potential contactless authentication method. While it offers…”
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On the Biometric Capacity of Generative Face Models by Boddeti, Vishnu Naresh, Sreekumar, Gautam, Ross, Arun

“…There has been tremendous progress in generating realistic faces with high fidelity over the past few years. Despite this progress, a crucial question remains…”
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Multi-Biometric Fuzzy Vault based on Face and Fingerprints by Rathgeb, C., Tams, B., Merkle, J., Nesterowicz, V., Korte, U., Neu, M.

“…The fuzzy vault scheme has been established as cryptographic primitive suitable for privacy-preserving biometric authentication. To improve accuracy and…”
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TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network by Sun, Yan, Feng, Xueling, Ma, Liyan, Hu, Long, Nixon, Mark

“…Gait recognition is a promising biometric technology for identification due to its non-invasiveness and long-distance. However, external variations such as…”
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HEBI: Homomorphically Encrypted Biometric Indexing by Bauspies, Pia, Grimmer, Marcel, Fougner, Cecilie, Vasseur, Damien Le, Stocklin, Thomas Thaulow, Rathgeb, Christian, Kolberg, Jascha, Costache, Anamaria, Busch, Christoph

“…Biometric data stored in automated recognition systems are at risk of attacks. This is particularly true for large-scale biometric identification systems,…”
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ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation by Boutros, Fadi, Klemt, Marcel, Fang, Meiling, Kuijper, Arjan, Damer, Naser

“…Deep generative models have recently presented impressive results in generating realistic face images of random synthetic identities. To generate multiple…”
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Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition by Tinsley, Patrick, Purnapatra, Sandip, Mitcheff, Mahsa, Boyd, Aidan, Crum, Colton, Bowyer, Kevin, Flynn, Patrick, Schuckers, Stephanie, Czajka, Adam, Fang, Meiling, Damer, Naser, Liu, Xingyu, Wang, Caiyong, Sun, Xianyun, Chang, Zhaohua, Li, Xinyue, Zhao, Guangzhe, Tapia, Juan, Busch, Christoph, Aravena, Carlos, Schulz, Daniel

“…This paper describes the results of the 2023 edition of the "LivDet" series of iris presentation attack detection (PAD) competitions. New elements in this…”
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A Large-Scale Re-identification Analysis in Sporting Scenarios: the Betrayal of Reaching a Critical Point by Freire-Obregon, David, Lorenzo-Navarro, Javier, Santana, Oliverio J., Hernandez-Sosa, Daniel, Castrillon-Santana, Modesto

“…Re-identifying participants in ultra-distance running competitions can be daunting due to the extensive distances and constantly changing terrain. To overcome…”
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Unconventional Biometrics: Exploring the Feasibility of a Cognitive Trait based on Visual Self-Recognition by Graupner, Hendrik, Schwetlick, Lisa, Engbert, Ralf, Meinel, Christoph

“…Biometric recognition systems are an integral part of security in modern computer systems. Contrary to related work, our approach to biometrics does not base…”
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Improving Face Recognition from Caption Supervision with Multi-Granular Contextual Feature Aggregation by Hasan, Md Mahedi, Nasrabadi, Nasser

“…We introduce caption-guided face recognition (CGFR) as a new framework to improve the performance of commercial-off-the-shelf (COTS) face recognition (FR)…”
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FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection by Alkhunaizi, Naif, Srivatsan, Koushik, Almalik, Faris, Almakky, Ibrahim, Nandakumar, Karthik

“…Lack of generalization to unseen domains/attacks is the Achilles heel of most face presentation attack detection (FacePAD) algorithms. Existing attempts to…”
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Optimal-Landmark-Guided Image Blending for Face Morphing Attacks by He, Qiaoyun, Deng, Zongyong, He, Zuyuan, Zhao, Qijun

“…In this paper, we propose a novel approach for conducting face morphing attacks, which utilizes optimal-landmark-guided image blending. Current face morphing…”
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Gait Recognition with Mask-based Regularization by Shen, Chuanfu, Lin, Beibei, Zhang, Shunli, Yu, Xin, Huang, George Q., Yu, Shiqi

“…Most gait recognition methods exploit spatial-temporal representations from static appearances and dynamic walking patterns. However, we observe that many…”
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GaitRef: Gait Recognition with Refined Sequential Skeletons by Zhu, Haidong, Zheng, Wanrong, Zheng, Zhaoheng, Nevatia, Ram

“…Identifying humans with their walking sequences, known as gait recognition, is a useful biometric understanding task as it can be observed from a long distance…”
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KinfaceNet: A New Deep Transfer Learning based Kinship Feature Extraction Framework by Ghosh, Pallabi, Shomaji, Sumaiya, Woodard, Damon L., Forte, Domenic

“…Advances in vision and deep learning have revolutionized feature extraction for face recognition and verification systems, yet, performing kinship verification…”
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CCFace: Classification Consistency for Low-Resolution Face Recognition by Saadabadi, Mohammad Saeed Ebrahimi, Malakshan, Sahar Rahimi, Kashiani, Hossein, Nasrabadi, Nasser M.

“…In recent years, deep face recognition methods have demonstrated impressive results on in-the-wild datasets. However, these methods have shown a significant…”
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Template Recovery Attack on Homomorphically Encrypted Biometric Recognition Systems with Unprotected Threshold Comparison by Bassit, Amina, Hahn, Florian, Rezgui, Zohra, Kelly, Una, Veldhuis, Raymond, Peter, Andreas

“…Privacy-preserving biometric template protection schemes (BTPs) preserve biometric data by hiding biometric representations via a privacy-preserving mechanism…”
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Sclera-TransFuse: Fusing Swin Transformer and CNN for Accurate Sclera Segmentation by Li, Haiqing, Wang, Caiyong, Zhao, Guangzhe, He, Zhaofeng, Wang, Yunlong, Sun, Zhenan

“…Sclera segmentation is a crucial step in sclera recognition, which has been greatly advanced by Convolutional Neural Networks (CNNs). However, when dealing…”
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