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Identification of human faces in images
Face detection is a computer technology being used in a variety of applications that identifies human faces in digital images. Face detection also refers
Face_detection
Technology capable of matching a face from an image against a database of faces
1990s with the principal component analysis (PCA). The PCA method of face detection is also known as Eigenface and was developed by Matthew Turk and Alex
Facial_recognition_system
Computer technology related to computer vision and image processing
videos. Well-researched domains of object detection include face detection and pedestrian detection. Object detection has applications in many areas of computer
Object_detection
Machine learning algorithm
It was motivated primarily by the problem of face detection, although it can be adapted to the detection of other object classes. In short, it consists
Viola–Jones object detection framework
Viola–Jones_object_detection_framework
Algorithmic processing of digitally-represented images
method of face detection uses skin tone, edge detection, face shape, and features of a face (like eyes, mouth, etc.) to achieve face detection. The skin
Digital_image_processing
Function for machine learning algorithms
was conceived by Google researchers for their prominent FaceNet algorithm for face detection. Triplet loss is designed to support metric learning. Namely
Triplet_loss
Free image organizer
released in July 2011, sporting a number of new features, including: Face detection and recognition support XMP sidecar support Reverse geocoding Image
DigiKam
Tablet computer developed by Apple (2020–2022)
into the power button instead of using Face ID, which could struggle to correctly identify users wearing a face mask. Source: Apple Newsroom Archive. "About
IPad_Air_(4th_generation)
Tablet computer developed by Apple (2024–2025)
control, noise reduction, face detection, Hybrid IR filter, Live Photos with stabilization, Autofocus with Focus Pixels, face detection, Smart HDR 4, panorama
IPad_Air_(M2)
Visual illusion
Retrieved 2013-08-06. Purcell, Dean G.; Stewart, Alan L. (1986). "The face-detection effect". Bulletin of the Psychonomic Society. 24 (2): 118–120. doi:10
Flashed face distortion effect
Flashed_face_distortion_effect
Tablet computer developed by Apple (2022–2024)
control, noise reduction, face detection, Hybrid IR filter, Live Photos with stabilization, Autofocus with Focus Pixels, face detection, Smart HDR, panorama
IPad_Air_(5th_generation)
Region on the Moon which resembles a face
Yamamoto, Mitsuo; Iida, Satoshi; Yamamoto, Hiroyuki (2013). "A Face-Like Structure Detection on Planet and Satellite Surfaces Using Image Processing". Kurihara
Face_on_Moon_South_Pole
2017 smartphone by Apple
12-megapixel wide-angle camera with f/1.8 aperture, with support for face detection, high dynamic range and optical image stabilization. It is capable of
IPhone_X
Line of Apple tablet computers (2015–present)
design. As a part of the redesign, the home button was removed in favor of Face ID. It comes in 11-inch and 12.9-inch models. The fourth-generation iPad
IPad_Pro
Type of camouflage used to hamper facial recognition software
successful at defeating face detection software in common use, including that employed by Facebook. CV dazzle attempts to block detection by facial recognition
Computer_vision_dazzle
Tablet computer developed by Apple (2021–2024)
control, noise reduction, face detection, Hybrid IR filter, Live Photos with stabilization, Autofocus with Focus Pixels, face detection, Smart HDR, panorama
IPad_Mini_(6th_generation)
Smartphones released by Apple in 2017
frames per second and 720p video at 24 frames per second, along with face detection and high-dynamic range. The iPhone 8 and 8 Plus record videos with single
IPhone_8
Swedish computer vision software company
face tracking (head tracking, face detection, eye tracking, face recognition) and face analysis (age detection, emotion recognition, gender detection)
Visage_Technologies_AB
Camera model
equipped with face detection technology, which recognizes up to 8 faces on the screen. It can also focus specifically on adult or child faces and also has
Sony_Cyber-shot_DSC-TX5
Realistic artificially generated media
innovations provided by AI tools, significant research has gone into developing detection methods and defining the factors driving engagement with deepfakes on
Deepfake
Open source AI framework by Google
initial release included only five pipelines examples: Object Detection, Face Detection, Hand Tracking, Multi-hand Tracking, and Hair Segmentation. From
MediaPipe
Perception of meaningful patterns or images in random or vague stimuli
""I Spy with my Little Eye, Something that is a Face…": A Brain Network for Illusory Face Detection". Cerebral Cortex. 32 (1): 137–157. doi:10.1093/cercor/bhab199
Pareidolia
13th-generation smartphone by Apple
October 29, 2019. The iPhone 11 was supplied with iOS 13, which includes Siri, Face ID (through the TrueDepth camera), Apple Pay, and Apple Card support. It
IPhone_11
Digital camera model
(fd signifying face detection), known in the United States as S6000fd, was the first digital camera from Fujifilm with face detection technology. Also
Fujifilm_FinePix_S6500fd
Japanese computer scientist
in computer vision at CVPR 2006 for the paper "Neural Network-Based Face Detection" coauthored with H. Rowley and S. Baluja CVPR 2008 for the paper "Probabilistic
Takeo_Kanade
vision, face images have been used extensively to develop facial recognition systems, face detection, and many other projects that use images of faces. See
List of datasets in computer vision and image processing
List_of_datasets_in_computer_vision_and_image_processing
13th-generation smartphone developed by Apple
the Apple Card. iOS 13.4.1, an update fixing bugs related to Bluetooth and FaceTime, was released on April 23, 2020 (a day prior to the device's official
IPhone_SE_(2nd_generation)
2014 APS-C digital single-lens reflex camera
area measured horizontally and vertically. DAF focusing modes include Face Detection with Tracking, FlexiZone Multi with 31 AF zones, and FlexiZone Single
Canon_EOS_7D_Mark_II
Photography appearance
Rae-Hong Park is composed of face detection, region growing, and red-eye detection. Following the detection of the subject's face and eyes, the algorithm searches
Red-eye_effect
Smartphone by Apple
12, 2018). "iPhone XR announced with a notched 6.1-inch LCD display and Face ID". The Verge. Archived from the original on September 22, 2020. Retrieved
IPhone_XR
Anime-focused imageboard website
for multi-label image classification, automatic tagging, anime-style face detection and segmentation, and image generation, among other tasks. Software
Danbooru
Nikon media processors
video compression display/video interface driving digital image editing face detection audio processing/compression/encoding and computer data storage/data
Expeed
Handheld game console
increased RAM, an analog pointing stick, two additional shoulder triggers, face detection for optimizing the autostereoscopic 3D display, an included 4 GB microSD
New_Nintendo_3DS
Fujifilm DSLR camera released in 2006
a high dynamic range, and a boost to 3200 ISO. It introduces also a face detection feature for reviewing those details faster and an improved iteration
FinePix_S5_Pro
2021 tablet computer developed by Apple
iSight with Five Element Lens, Hybrid IR filter, video stabilization, face detection, HDR, ƒ/2.4 aperture Connectivity All models: Wi-Fi 5 (802.11ac) with
IPad_(9th_generation)
2009 APS-C digital single-lens reflex camera
min movies). One-button Live View mode features subject tracking and face detection auto-focus modes. Nikon's 12.3-megapixel Nikon DX format CMOS sensor
Nikon_D5000
Digital image features for object recognition
than the region of the cheeks. Therefore, a common Haar feature for face detection is a set of two adjacent rectangles that lie above the eye and the cheek
Haar-like_feature
Smartphones released by Apple in 2015
face detection, digital image stabilization, optical image stabilization (6s Plus only) Front camera 5 MP, burst mode, f/2.2, exposure control, face detection
IPhone_6s
Facial recognition system
RoyChowdhury; Haoxiang Li; Gang Hua (April 2016). "Labeled Faces in the Wild: A Survey". Advances in Face Detection and Facial Image Analysis (PDF). Springer. pp. 189–248
FaceNet
Technology for the detection of human bodies
computer is operated by a human, preventing spam robots. Face detection – Identification of human faces in images Human sensing – Technologies to detect a human
Human_presence_detection
2013 APS-C digital single-lens reflex camera
Pixel CMOS AF (only standard contrast-detection in live view on 60D) Allows the use of high precision phase-detection autofocus in live view, functional
Canon_EOS_70D
Mobile device made by Apple Inc.
features than its predecessors. They include ARKit applications, and the Group FaceTime functionality. The seventh-generation iPod touch features the Apple A10
IPod_Touch_(7th_generation)
Cell phone model
Megapixel with Autofocus, LED flash, x16 digital zoom, Geotagging, Face detection, Smile Shutter, Shake Control (Image Stabiliser), Best Picture Feature
Sony_Ericsson_W995
Digital single-lens reflex camera
sensor module with 39 AF points, including nine cross-type points. Face detection, Wide Area, Normal Area, and Subject Tracking autofocus options in live
Nikon_D7000
2019 APS-C digital single-lens reflex camera
5.0 frames per second continuous shooting Dual Pixel Focus with Face and Eye Detection Focus Peaking in MF Battery Life : 1070 shots (CIPA) Techradar labels
Canon_EOS_250D
2019 APS-C digital single-lens reflex camera
Up 7 frames per second in live-view Dual Pixel CMOS AF with 5481 phase-detection points Bluetooth A more durable weather-sealed body Improved battery life
Canon_EOS_90D
Series of Iranian humanoid robots
The robot has the abilities of face detection and counting, object detection and position measurement, activity detection, speech recognition (speech to
Surena_(robot)
Camera model
digital zoom Self-timer with 2s and 10s delay or automatic with 1 or 2 face detection Full HD (1080p) movie mode 3:2, 4:3, 16:9, 1:1 aspect ratios Playback
Sony_Cyber-shot_DSC-HX400V
Smartphones released by Apple in 2016
report notes that the "iPhone 7 Plus, which features two cameras on its back face, remains popular", but "a shortage of camera sensors has curbed Apple's ability
IPhone_7
Camera model
screen. It is aimed at the growing selfie market, with new face detection and eye detection autofocus modes, for sharper results when taking Self portraits
Fujifilm_X-A2
Digital camera model
(Hi 1 and Hi 2) and Auto Focus via contrast-detect Autofocus, with face-detection, or via the touchscreen on the connected mobile device Video recording
DxO_ONE
Camera model
touch-shooting. It is aimed at the growing selfie market, with new face detection and eye detection autofocus modes, for sharper results when taking Self portraits
Fujifilm_X-A3
British business and TV personality (born 1947)
Yasmina Siadatan worked there, selling into the NHS. The screens use a Face detection system called OptimEyes to try to identify age and sex of its viewers
Alan_Sugar
Computer program for image organizing, viewing, and editing
versions of ACDSee incorporate modern Digital Asset Management tools like Face Detection & Facial Recognition (Ultimate 2019). ACDSee's main features are speed
ACDSee
Android Smartphone from Oppo
One is a 16MP wide-angle camera with f/1.8 aperture, with support for face detection and high dynamic range. The secondary camera features an aperture of
Oppo_F9
Tablet computer sold by Apple between 2020 and 2021
either rear or front camera would hinder low-light teleconferencing and FaceTime Video use, and that the included amount of RAM was low compared to other
IPad_(8th_generation)
Assessment of statements to reveal deceit
Lie detection is an assessment of a verbal statement with the goal to reveal a possible intentional deceit. Lie detection may refer to a cognitive process
Lie_detection
2015 Super-35 digital cinema camera
Dual CFast Card Slots Peak ASA of 102,400 Dual Pixel Autofocus with Face Detection 10-bit Canon Log 2 Gamma available (including previous Canon Log gamma)
Canon_EOS_C300_Mark_II
2023 full-frame mirrorless camera
variety of subjects, including faces, animals, birds, vehicles, and moving objects, such as aircraft. The eye-detection AF ensures sharp focus on human
Nikon_Z8
High-end mobile phone released in 2009
changes included improved still image and video quality, close-up focus, face detection (indicated by a yellow square), red-eye removal were added, and new
Nokia_N86_8MP
Shigeru Akamatsu in 1999, TSL was developed primarily for the purpose of face detection. The conversion from gamma-corrected RGB values (0–1) to TSL is straightforward:
TSL_color_space
Identity verification software company
learning technologies, including optical character recognition and face detection, to verify the passport or ID card of an applicant to prevent fraud
Onfido
business verification, video KYC, face authentication, forgery detection, AML screening, fraud detection and deepfake detection services. It is headquartered
HyperVerge_Technologies
Boolean classifier from one decision
techniques such as bagging and boosting. For example, a Viola–Jones face detection algorithm employs AdaBoost with decision stumps as weak learners. The
Decision_stump
Algorithm in computer image processing
helps with fitting unseen parts of the face which basic AAM finds troublesome. The purpose of landmark detection in fashion images is for classification
Landmark_detection
Tablet computer developed by Apple (2014–2017)
with several built-in applications, which are Camera, Photos, Messages, FaceTime, Mail, Music, Safari, Maps, Siri, Calendar, iTunes Store, App Store,
IPad_Air_2
Camera model
its optical image stabilizer technology, DIGIC III image processor, face detection technology and red-eye effect correction with a mention of its built-in
Canon_PowerShot_TX1
Camera model
+/- 2.0EV in 0.3EV steps Metering modes Digital ESP AE, face detection AE with face detection AF Image sensor 8 Megapixels (effective) 1/2.35" CCD (1
Olympus_FE-340
Type of feedforward neural network
(2003). "Subject independent facial expression recognition with robust face detection using a convolutional neural network" (PDF). Neural Networks. 16 (5):
Convolutional_neural_network
Smartphone developed by Apple
at 240 fps) Front camera 1.2 MP, f/2.4 aperture, exposure control, face detection, auto-HDR, Retina Flash, 720p video recording Display 4.0 in (100 mm)
IPhone_SE_(1st_generation)
Software development kit
packages that include: facial tracking, face and facial landmarks/features detection, head tracking, and eye tracking. Face Analysis includes machine learning
Visage_SDK
Automated recognition of patterns and regularities in data
authentication: e.g., license plate recognition, fingerprint analysis, face detection/verification, and voice-based authentication. medical diagnosis: e.g
Pattern_recognition
Smartphone model released in 2018
to unlock the device and instead relies on facial recognition known as O-Face, which is done by the pop up taking as little as 0.5 s to pop up and unlock
Oppo_Find_X
video callings. This phone has autofocus, touchfocus, geotagging and face detection. The Dialog i43's 1630 mAh battery has 360 hours standby time or 12
Dialog_i43
2024 APS-C mirrorless interchangeable-lens camera
frame area, even if, for example, the main autofocus mode is set to face detection at a further distance. It is the first Nikon DX format camera to support
Nikon_Z50II
Mobile phone model
digital camera with LED flash and a few features such as geo-tagging and face detection. On the entertainment front, the phone has a media player supporting
Sony_Ericsson_C702
Digital camera sensor design
2024. "Fujifilm launches the FinePix F31fd with the world's fastest Face Detection technology" (Press release). Fujifilm. September 25, 2006. Retrieved
Super_CCD
Cell phone model
autofocus camera with LED flash, touch focus, geo-tagging, face detection, smile detection, image stabilizer, smart contrast Video recording: VGA video
Sony_Ericsson_Aino
American social media and messaging app
real-time effects into their snaps by using face detection technology. This is activated by long-pressing on a face within the viewfinder. In April 2017, Snapchat
Snapchat
Type of perceptual task requiring attention
of the detection and the time taken to detect the face in a complex visual search array. When faces are displayed in isolation, upright faces are processed
Visual_search
Computerized information extraction from images
from Google for AI edge device computing, e.g., face detection, image classification, object detection; monitoring agricultural crops, e.g. an open-source
Computer_vision
Mobile phone model
phones to come integrated with Smile Shutter technology. Along with face detection, this feature automatically takes a photo when a person smiles. This
Sony_Ericsson_C510
Smartphone model from Samsung
slide-down keypad, an 8.0-megapixel camera with video recording (auto-focus, face detection and smile-shot), an integrated music player, and AGPS navigation. It
Samsung_S8300_UltraTouch
Tablet computer developed by Apple Inc. (2013–2016)
The new front-facing camera is capable of video in 720p HD, includes face detection, and backside illumination. The rear camera received an upgrade as well;
IPad_Air_(1st_generation)
Camera model
built-in WiFi, and 4K 3840 x 2160 video capture. The camera also offers Face Detection Focusing, a max ISO of 25600 and Timelapse Recording. However, it doesn't
Panasonic Lumix DC-GX850/GX800
Panasonic_Lumix_DC-GX850/GX800
Android robot
of facial expressions, hand gestures, Arabic language dialogue, face detection and face recognition. It is part of an Interactive Theatre installation
Ibn_Sina_Robot
Topics referred to by the same term
Facial recognition or face recognition may refer to: Face detection, often a step done before facial recognition Face perception, the process by which
Facial_recognition
2012 APS-C digital single-lens reflex camera
certain pixels are dedicated to phase-detection AF (traditionally used in DSLRs) and others to contrast-detection AF (used in camcorders). When the subject
Canon_EOS_650D
Mobile phone model
focus assist lamp, self-portrait mirror Image stabilizer Face detection auto focus up to 3 faces Smile Shutter (newly added, users can update it using the
Sony_Ericsson_C905
Digital camera
Multi-area, Selective single-point, Tracking, Single, Continuous, Face Detection, Live View. AVCHD recording at 1920 x 1080 (50i (1080i) @ 24 Mbit/s
Sony_Alpha_58
Full-frame mirrorless interchangeable-lens camera
Z7. Aside from the lower resolution, differences include fewer phase-detection autofocus points (273 compared to 493) and an added anti-aliasing filter
Nikon_Z6
IT Company
and computational photography algorithms, including its face beautification, face detection, and multi-focus products. DigitalOptics Corporation operates
DigitalOptics_Corporation
Software to detect AI-generated content
Artificial intelligence detection software aims to determine whether some content (text, image, video, or audio) was generated using artificial intelligence
Artificial intelligence content detection
Artificial_intelligence_content_detection
US surveillance industry research group
firms Alibaba, Dahua Technology, Huawei and Megvii filed patents for face detection technology designed to target Uyghurs. The company's investigations
IPVM
American psychologist
to visual recognition, including the LOC and VTC and face detection and identification in face-selective regions of the fusiform gyrus. Subsequent collaborative
Kalanit_Grill-Spector
Editing of video content for malicious intent
major films such as The Rules of Attraction and No Country for Old Men. Face detection became a major research subject in the early 2000s that has continued
Video_manipulation
Statistical analysis
In statistical analysis, change detection or change point detection tries to identify times when the probability distribution of a stochastic process
Change_detection
Dataset of images
example, the real-time face detection method used by Paul Viola and Michael J. Jones was trained on 4,916 hand-labeled faces. Cropping, re-sizing and
Caltech_101
Smartphone developed by Apple (2013–2016)
different camera assembly. The front camera, which is accessible through the FaceTime and camera apps, has a lower resolution at 1.2 megapixels. The iPhone
IPhone_5c
possesses a 13.0-megapixel rear camera with a F2.2 aperture feature, HDR, face detection feature and continuous shot function, as well as a 5.0 MP front-facing
Ninetology_U9Z1+
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