BiosecurID: a multimodal biometric database
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Abstract (arXiv)
A new multimodal biometric database, acquired in the framework of the BiosecurID project, is presented together with the description of the acquisition setup and protocol. The database includes eight unimodal biometric traits, namely: speech, iris, face (still images, videos of talking faces), handwritten signature and handwritten text (on-line dynamic signals, off-line scanned images), fingerprints (acquired with two different sensors), hand (palmprint, contour-geometry) and keystroking. The database comprises 400 subjects and presents features such as: realistic acquisition scenario, balanced gender and population distributions, availability of information about particular demographic groups (age, gender, handedness), acquisition of replay attacks for speech and keystroking, skilled forgeries for signatures, and compatibility with other existing databases. All these characteristics make it very useful in research and development of unimodal and multimodal biometric systems.
Key facts. Cited by 21 papers in the map (data through 7 Oct 2026). Builds on 0 of its 31 references that are in the map. First posted on arXiv 2 Nov 2021.
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Citing papers per year: 2021: 1; 2022: 11; 2023: 2; 2024: 6; 2025: 0; 2026: 1.
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- 2022Handwriting Biometrics: Applications and Future Trends in e-Security and e-Healthcited by 19
- 2024A Perspective Analysis of Handwritten Signature Technologycited by 12
- 2022TypeFormer: Transformers for Mobile Keystroke Biometricscited by 7
- 2024iDeLog: Iterative Dual Spatial and Kinematic Extraction of Sigma-Lognormal Parameterscited by 7
- 2022EMOTHAW: A novel database for emotional state recognition from handwritingcited by 6
- 2022A comparative study of in-air trajectories at short and long distances in online handwritingcited by 5
- 2023Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluationcited by 5
- 2024Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Losscited by 5
- 2024KVC-onGoing: Keystroke Verification Challengecited by 3
- 2022The effect of fatigue on the performance of online writer recognitioncited by 1
- 2022Digital Speech Algorithms for Speaker De-Identificationcited by 1
- 2022A Preliminary Study on Aging Examining Online Handwritingcited by 1
9 more
- 2022Preliminary experiments on automatic gender recognition based on online capital letterscited by 1
- 2022Gender classification by means of online uppercase handwriting: A text-dependent allographic approachcited by 1
- 2022Biometric Signature Verification Using Recurrent Neural Networkscited by 1
- 2023Introduction to Presentation Attacks in Signature Biometrics and Recent Advancescited by 1
- 2021K-nearest neighbour and dynamic time warping for online signature verificationcited by 0
- 2022Speaker Identification Experiments Under Gender De-Identificationcited by 0
- 2024Online Signature Recognition: A Biologically Inspired Feature Vector Splitting Approachcited by 0
- 2024Block Induced Signature Generative Adversarial Network (BISGAN): Signature Spoofing Using GANs and Their Evaluationcited by 0
- 2026GAFSV-Net: A Vision Framework for Online Signature Verificationcited by 0
- 2026GAFSV-Net: A Vision Framework for Online Signature Verification30 Apr 2026
- 2024KVC-onGoing: Keystroke Verification Challenge29 Dec 2024
- 2024Block Induced Signature Generative Adversarial Network (BISGAN): Signature Spoofing Using GANs and Their Evaluation8 Oct 2024
- 2024A Perspective Analysis of Handwritten Signature Technology22 May 2024
- 2024Online Signature Recognition: A Biologically Inspired Feature Vector Splitting Approach21 May 2024
- 2024Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Loss2 May 2024
- 2024iDeLog: Iterative Dual Spatial and Kinematic Extraction of Sigma-Lognormal Parameters27 Jan 2024
- 2023Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation10 Nov 2023
- 2023Introduction to Presentation Attacks in Signature Biometrics and Recent Advances16 Feb 2023
- 2022TypeFormer: Transformers for Mobile Keystroke Biometrics26 Dec 2022
- 2022Biometric Signature Verification Using Recurrent Neural Networks3 May 2022
- 2022Gender classification by means of online uppercase handwriting: A text-dependent allographic approach18 Mar 2022
9 more
- 2022Preliminary experiments on automatic gender recognition based on online capital letters11 Mar 2022
- 2022Speaker Identification Experiments Under Gender De-Identification9 Mar 2022
- 2022A Preliminary Study on Aging Examining Online Handwriting8 Mar 2022
- 2022Digital Speech Algorithms for Speaker De-Identification8 Mar 2022
- 2022Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health24 Feb 2022
- 2022The effect of fatigue on the performance of online writer recognition24 Feb 2022
- 2022EMOTHAW: A novel database for emotional state recognition from handwriting23 Feb 2022
- 2022A comparative study of in-air trajectories at short and long distances in online handwriting23 Feb 2022
- 2021K-nearest neighbour and dynamic time warping for online signature verification29 Nov 2021
- 2022Handwriting Biometrics: Applications and Future Trends in e-Security and e-Healthcited by 19
- 2024A Perspective Analysis of Handwritten Signature Technologycited by 12
- 2022TypeFormer: Transformers for Mobile Keystroke Biometricscited by 7
- 2024iDeLog: Iterative Dual Spatial and Kinematic Extraction of Sigma-Lognormal Parameterscited by 7
- 2022EMOTHAW: A novel database for emotional state recognition from handwritingcited by 6
- 2022A comparative study of in-air trajectories at short and long distances in online handwritingcited by 5
- 2023Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluationcited by 5
- 2024Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Losscited by 5
- 2024KVC-onGoing: Keystroke Verification Challengecited by 3
- 2022The effect of fatigue on the performance of online writer recognitioncited by 1
- 2022Digital Speech Algorithms for Speaker De-Identificationcited by 1
- 2022A Preliminary Study on Aging Examining Online Handwritingcited by 1
12 most cited of 21 All 21 (JSON)
- 2026GAFSV-Net: A Vision Framework for Online Signature Verification30 Apr 2026
- 2024KVC-onGoing: Keystroke Verification Challenge29 Dec 2024
- 2024Block Induced Signature Generative Adversarial Network (BISGAN): Signature Spoofing Using GANs and Their Evaluation8 Oct 2024
- 2024A Perspective Analysis of Handwritten Signature Technology22 May 2024
- 2024Online Signature Recognition: A Biologically Inspired Feature Vector Splitting Approach21 May 2024
- 2024Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Loss2 May 2024
- 2024iDeLog: Iterative Dual Spatial and Kinematic Extraction of Sigma-Lognormal Parameters27 Jan 2024
- 2023Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation10 Nov 2023
- 2023Introduction to Presentation Attacks in Signature Biometrics and Recent Advances16 Feb 2023
- 2022TypeFormer: Transformers for Mobile Keystroke Biometrics26 Dec 2022
- 2022Biometric Signature Verification Using Recurrent Neural Networks3 May 2022
- 2022Gender classification by means of online uppercase handwriting: A text-dependent allographic approach18 Mar 2022
12 newest of 21 All 21 (JSON)