Face Recognition Algorithm facial identification technology Custom Biometric System Product
Face Recognition Algorithmfacial identification technology Custom Biometric System Product
Face Recognition
OVERVIEW:
Miaxis'sJustouch®facial recognitiontechnologyis one of biometric recognition technologies based on processing information of facial features, mainly used to automatically detect and track face then process each faces image in still images and video streams that captured by webcams or cameras and identify user's identity.
Available as a software development kit that allows easily integrationinto finalproducts or biometric systems to realizeidentity management, national ID card verification and other functions based on advanced face recognition technology. Widely applied to smart finance,intelligent security scenarios.
Biometric AFISFEATURES:
●Face detection&tracking
Quickly and accuratelydetect the faceand track location of each facein stillimage or video streaming
●Accurate Localization of Facial Feature Points
Accurately locate the key feature points on the face in the picture (5 key points such as eyes, nose, mouth, etc.), used to determine the face posture and face alignment
●Face image quality assessment
A quality threshold can be used during face enrollment to ensure that only the qualified face template will be stored into databaseto decrease the effect of image quality on matching performance.
●Live face detection
A conventional face identification system can be tricked by placing a photo in front of the camera.
We are able to prevent frauds with using photograph or 3D printed mask with SDK as follows,
1)active mode with face images captured in visible light: SDK requires user actively assist to perform particular actions such as open mouth, head movements to judge it's a 'live'human or not.
2) Near-infrared version: using imaging features of Near-infrared to achieve high robustness of live face detection.
- Automatic Biometric Identification System
It can be used for fast matching in 1:1 mode (verification), as well as1:N(n= large database size)mode (identification). Verify if it's same person by calculates two faces's similarity based on features extraction. If the matching score is higher than the pre-defined facialmatching threshold then the input template is said to have successfully matched with the stored template.
SPECIFICATION:
Justouch®facial recognitionalgorithmis capable of fast processing speed,high accuracy and easy to integrate, available as a standard and customized version software development kits for windows, android,linux platforms to support our industry partners and system integrators.
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The facial authenticationalgorithm is based on thefacerecognitionfromtwo-dimensional imagesorvideos. Thefollowingcorresponding basic requirements for images and videos |
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Angletolerance |
Head Roll<35°Head Tilt<20° Head Yaw<30° |
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Illumination |
Uniform illumination, can be identifiedifbacklight and exposure are not seriously bad |
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Blur |
The contour of the face is clearand thelocations offacial featurescan be recognized. |
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Integrality |
It is necessary to ensure the integrality of the face, and the contour of face is all in the picture;and make sure the key parts of the facesuch as the eyes, nose and mouthwouldnotbeobstructedby any subjects. |
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Template extraction speed(a single template) with a 640x480 image size |
Windows withi5-8250Uprocessor |
≤100ms |
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Android with RK3288 |
≤300ms |
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≥ 35 pixelsbetween eyes for best performance |
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Matching speed(1:1 mode) |
Windows withi5-8250Uprocessor |
≤0.01ms |
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Android with RK3288 |
≤0.1ms |
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Template size |
as small as4 Kilobytes |
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Algorithm Accuracy |
FAR ≤0.01% |
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FRR ≤1%（Still image 1-to-1 matching） FRR ≤2%（Still image 1-to-1 matching against image stored onto person's ID card） FRR ≤5%（1-to-N matching against the whole database,N=5000） |
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Multi platforms |
Windows,Android,Linux |
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The company is Chinese's industry-leading developer and manufacturer of biometric system and fingerprint recognition algorithm. Based on over 18 years of industry experience and we are the key vendor of fingerprint scannerfor Chinese resident ID card program approved by the ministry of Public Security.
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