Fingerprint recognition
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Indoor Fingerprint Positioning Based on Wi-Fi: An Overview Open
The widely applied location-based services require a high standard for positioning technology. Currently, outdoor positioning has been a great success; however, indoor positioning technologies are in the early stages of development. Theref…
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Security and Accuracy of Fingerprint-Based Biometrics: A Review Open
Biometric systems are increasingly replacing traditional password- and token-based authentication systems. Security and recognition accuracy are the two most important aspects to consider in designing a biometric system. In this paper, a c…
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Multimodal Biometric Authentication Systems Using Convolution Neural Network Based on Different Level Fusion of ECG and Fingerprint Open
A multimodal biometric system integrates information from more than one biometric modality to improve the performance of each individual biometric system and make the system robust to spoof attacks. In this paper, we propose a secure multi…
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Joint Activity Recognition and Indoor Localization With WiFi Fingerprints Open
Recent years have witnessed the rapid development in the research topic of WiFi sensing that automatically senses human with commercial WiFi devices. Past work falls into two major categories, i.e., activity recognition and the indoor loca…
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Indoor Positioning Technologies Without Offline Fingerprinting Map: A Survey Open
Fingerprint-based wireless indoor positioning approaches are widely used for location-based services because wireless signals, such as Wi-Fi and Bluetooth, are currently pervasive in indoor spaces. The working principle of fingerprinting t…
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Accurate Location Tracking From CSI-Based Passive Device-Free Probabilistic Fingerprinting Open
The research on indoor localization has received great interest in recent years. This has been fuelled by the ubiquitous distribution of electronic devices equipped with a radio frequency (RF) interface. Analyzing the signal fluctuation on…
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Frequency selective fingerprint sensor: the Terahertz unity platform for broadband chiral enantiomers multiplexed signals and narrowband molecular AIT enhancement Open
Chiral enantiomers have different pharmacological and pharmacokinetic characteristics. It is important to strictly detect chiral component for avoiding being harmful to the human body due to side effects. Terahertz (THz) trace fingerprint …
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3-D BLE Indoor Localization Based on Denoising Autoencoder Open
Bluetooth low energy (BLE)-based indoor localization has attracted increasing interests for its low-cost, low-power consumption, and ubiquitous availability in mobile devices. In this paper, a novel denoising autoencoder-based BLE indoor l…
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Tracking Mobile Web Users Through Motion Sensors: Attacks and Defenses Open
Modern smartphones contain motion sensors, such as accelerometers and gyroscopes.These sensors have many useful applications; however, they can also be used to uniquely identify a phone by measuring anomalies in the signals, which are a re…
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DeepRadioID Open
Radio fingerprinting provides a reliable and energy-efficient IoT authentication strategy by leveraging the unique hardware-level imperfections imposed on the received wireless signal by the transmitter's radio circuitry. Most of existing …
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ZIL: An Energy-Efficient Indoor Localization System Using ZigBee Radio to Detect WiFi Fingerprints Open
International audience
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A Multimodal Fingerprint-Based Indoor Positioning System for Airports Open
[EN] Indoor Localization techniques are becoming popular in order to provide a seamless indoor positioning system enhancing the traditional GPS service that is only suitable for outdoor environments. Though there are proprietary and costly…
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Indoor Positioning Based on Fingerprint-Image and Deep Learning Open
Wi-Fi and magnetic field fingerprinting have been a hot topic in indoor positioning researches because of their ubiquity and location-related features. Wi-Fi signals can provide rough initial positions, and magnetic fields can further impr…
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Indoor Mobile Localization Based on Wi-Fi Fingerprint's Important Access Point Open
With the development of the wireless communication technology and intelligent mobile phone, the positioning services based on Wi-Fi and mobile phone are increasingly demanded. In this paper, a Wi-Fi fingerprint localization method is propo…
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Slim-ResCNN: A Deep Residual Convolutional Neural Network for Fingerprint Liveness Detection Open
Fingerprint liveness detection has gradually been regarded as a primary countermeasure for protecting the fingerprint recognition systems from spoof presentation attacks. The convolutional neural networks (CNNs) have shown impressive perfo…
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Multimodal Feature-Level Fusion for Biometrics Identification System on IoMT Platform Open
Biometric systems have been actively emerging in various industries in the past few years and continue to provide higher-security features for access control systems. Many types of unimodal biometric systems have been developed. However, t…
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Practical Fingerprinting Localization for Indoor Positioning System by Using Beacons Open
Recent developments in the fields of smartphones and wireless communication technologies such as beacons, Wi-Fi, and ultra-wideband have made it possible to realize indoor positioning system (IPS) with a few meters of accuracy. In this pap…
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Random forest and WiFi fingerprint-based indoor location recognition system using smart watch Open
Various technologies such as WiFi, Bluetooth, and RFID are being used to provide indoor location-based services (LBS). In particular, a WiFi base using a WiFi AP already installed in an indoor space is widely applied, and the importance of…
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Wireless physical layer authentication via fingerprint embedding Open
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Fingerprint and Assistant Nodes Based Wi-Fi Localization in Complex Indoor Environment Open
With the extensive development of Wi-Fi, indoor location services based on received signal strength (RSS) fingerprints have attracted increasing attention from researchers. In complex indoor environments, multipath and non-line-of-sight (N…
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On the use of convolutional neural networks for robust classification of multiple fingerprint captures Open
Fingerprint classification is one of the most common
\napproaches to accelerate the identification in large
\ndatabases of fingerprints. Fingerprints are grouped into disjoint
\nclasses, so that an input fingerprint is compared only
\nwith…
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Trust Management Method of D2D Communication Based on RF Fingerprint Identification Open
iWith the rapid development and the increasing security threats of D2D communication, the D2D communication security has become more and more important. Device recognition is the foundation of communication security. Traditional device aut…
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Deep learning methods for fingerprint-based indoor positioning: a review Open
Outdoor positioning systems based on the Global Navigation Satellite System have several shortcomings that have deemed their use for indoor positioning impractical. Location fingerprinting, which utilizes machine learning, has emerged as a…
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Fingerprinting Mobile Devices Using Personalized Configurations Open
Recently, Apple removed access to various device hardware identifiers that were frequently misused by iOS third-party apps to track users. We are, therefore, now studying the extent to which users of smartphones can still be uniquely ident…
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Compressed Fingerprint Matching and Camera Identification via Random Projections Open
Sensor imperfections in the form of photoresponse nonuniformity (PRNU) patterns are a well-established fingerprinting technique to link pictures to the camera sensors that acquired them. The noise-like characteristics of the PRNU pattern m…
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Biometric Authentication Using Fused Multimodal Biometric Open
Biometrics are basically based on the expansion of pattern recognition systems. At present, electronic or optical sensors like cameras and scanning devices are used to capture images, recordings or measurements of a person's 'unique' chara…
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Multisensor Optical and Latent Fingerprint Database Open
Large-scale fingerprint recognition involves capturing ridge patterns at different time intervals using various methods, such as live-scan and paper-ink approaches, introducing intraclass variations in the fingerprint. The performance of e…
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Toward Unconstrained Fingerprint Recognition: A Fully Touchless 3-D System Based on Two Views on the Move Open
Touchless fingerprint recognition systems do not require contact of the finger with any acquisition surface and thus provide an increased level of hygiene, usability, and user acceptability of fingerprint-based biometric technologies. The …
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A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation Open
Latent fingerprint identification is attracting increasing interest because of its important role
\nin law enforcement. Although the use of various fingerprint features might be required for successful latent
\nfingerprint identification, …
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Fingerprint Liveness Detection Using an Improved CNN With Image Scale Equalization Open
Due to the lack of pre-judgment of fingerprints, fingerprint authentication systems are frequently vulnerable to artificial replicas. Anonymous people can impersonate authorized users to complete various authentication operations, thereby …