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[Others] [Tech Talk Vol. 9] Do You Know The Mystery Behind Facial Recognition Tech?

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11:49, Feb-07-2018 | From PC
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Hello MIUI Fans,

Face recognition technology is a kind of biometrics. Biometrics is actually our common identification method. Fingerprints, face, iris or handwriting, voice, gait and so on belong to the biometrics authentication item. The face recognition mainly uses the camera or the camera to collect the image or video stream containing the human face to extract some eigenvalues of the face for information comparison and to apply pattern recognition and computer vision technology to identify the identity to
detect and track the human in the image face.

1.jpg

Advantage
Today, the application of face recognition system has been quite extensive, can be used for public security, airports, border ports, security and other important industries and fields, as well as intelligent access control, door locks, attendance and other civilian markets. Flexible use of the most prominent feature of face recognition technology in different situations to achieve a wide range of intelligent applications. Compared with other recognition methods, the advantages of face recognition are mainly reflected in the following aspects: naturalness, the so-called naturalness refers to the identification and identification of human beings by observing and comparing faces. Natural recognition also includes voice recognition and body shape recognition, and fingerprinting and iris recognition. Due to human or other organisms cannot be distinguished by such biological characteristics of individuals so do not have nature. Non-mandatory, the identified face image information can be actively acquired without being detected by the individual under test. Face recognition uses visible light to obtain human face image information. Unlike fingerprinting or iris recognition. Fingerprints need to be collected by an electronic pressure sensor and these special acquisitions are easily perceived and can be deceptively deceptive. Non-contact, compared to other biometrics, face recognition is non-contact, the user does not need direct contact with the device. In practice, face recognition technology can sort, judge and recognize multiple faces.

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Face recognition classification
Face recognition methods can be broadly divided into two categories: face recognition based on 2D face images and face recognition based on 3D face images. Domestic smartphone face recognition is based on 2D recognition technology. Speaking of Mi handphone face recognition capabilities, have to say this company: Kuang as technology. The company recently turned out to be Masamitsu, Alipay brush face payment applications and Mi phone face recognition unlock features are selected Kuangsheng technology face recognition program. Kuang as science and technology full name as Beijing Kuang as Technology Co. Ltd. Its representative product is Face ++, is a new generation of cloud vision service platform that provides a set of the world's leading face detection, face recognition, facial analysis of visual technology services.

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Face ++ in the face detection of FDDB evaluation, face key positioning 300-W evaluation and face recognition LFW evaluation, won the first of these three in the world. Particularly worth mentioning is that in the most important face recognition LFW Internet, Face ++ team is even more pressure on Facebook face team, in the extremely hard to identify Internet news pictures, access to 97.27% Accuracy. The 3D face recognition with structured light, TOF, binocular three kinds of mainstream programs:

1. Structured Light (Structured Light): Structured light projection specific optical information to the surface of the object, the acquisition by the camera. According to the change of light signal caused by the object to calculate the position and depth of the object and other information, and then restore the entire three-dimensional space.

2. TOF (Time Of Flight, flight time): Through a proprietary sensor to capture near-infrared light from launch to receive the flight time to determine the object distance.

3. Binocular range (Stereo System): The use of dual-camera shooting objects, and then calculate the object distance through the triangle principle.

4.jpg

Apple X as the first mobile phone equipped with 3D face recognition, it is revolutionary, in addition to its full-screen design, the more crucial is the innovative Face ID. It should be noted that Face ID recognition speed and precision, are inseparable from the front of the 3D camera credit. 3D face recognition is through 3D camera stereoscopic imaging, can identify the three-dimensional coordinate information of each point within the field of view so that the computer to get 3D space data and be able to restore a complete three-dimensional world and achieve a variety of intelligent three-dimensional positioning.

FT 5

FT 5

In the top of the bangs, from left to right, followed by the infrared lens, pan-sensing elements, distance sensors, ambient light sensor, speaker, microphone, 7-megapixel camera, dot matrix projector.

Finished the hardware part, let's take a look at the start of the face recognition process:

Step 1: When there is an object close to the phone, the distance sensor (ToF) will be activated first.

Step 2: The start of the distance sensor (ToF) will activate the pan-sensing element and the infrared camera. The VCSEL chip in the pain-sensing element emits a number of infrared light. The infrared light is reflected back and captured by the infrared camera to determine whether it is a human face information.

Step 3: If it is determined by the face information, it will start the dot matrix projector, the dot matrix projector will emit about more than thirty thousand infrared structure of the light spot by the infrared camera to capture 3D face information, face images Information extraction, through the A11 bionic processor comparison, come to face recognition information.


Status Quo of 3D Sensor Solutions in China
According to the latest version of the flagship product of 3D sensor solutions from China's smartphone manufacturers like Oppo and Xiaomi, the company is expected to be listed as early as the first half of 2018 and will adopt the Himax Technologies and Qualcomm, as well as 3D sensor modules OEMed by Truly Optoelectronics. The 3D sensor module, jointly launched by Wonderland Optoelectronics, Qualcomm, and Truly Optoelectronics, will bring breakthrough 3D sensor hardware support to the high-end products of Chinese smartphone manufacturers to further enhance their product competitiveness

Source 1 2 3 4

Thanks to Admin @miuiermichael for his continuous support and supervision.

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09:42, Mar-18-2018 | From Redmi Note 4X
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Yes,but i will always rely on Fingerprint

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10:12, Mar-18-2018 | From Redmi 5A
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yes, for test

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10:13, Mar-18-2018 | From PC
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Yes i am interested but its not fully secure as like fingerprint

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10:18, Mar-18-2018 | From Redmi Note 4X
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Yes!!
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10:21, Mar-18-2018 | From Redmi 4X
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              Only Fingerprint👆

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10:26, Mar-18-2018 | From Mi 5s
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really nice info!
im ok with fingerprint!

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10:31, Mar-18-2018 | From Redmi Note 3
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yes I'm interested

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10:34, Mar-18-2018 | From Mi Max 2
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Thanks.

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