オイラ、ちょっと前まで検出と認識の区別もついてなかったぐらいのニワカだけど、顔検出・認識系のライブラリを触ってみたくなった。
1年ぐらい前の情報だけど、ここに56個リストアップされてる。
List of 50+ Face Detection / Recognition APIs, libraries, and software
後で追々整理するとして、とりあえず並べる。OpenCVもバージョン2.4.1からDetectだけじゃなく、Face Recognizerってのが入ったのね。
Face Recognition
– Stephen here from Lambda Labs. For sample code and a graphical demo, check out http://api.lambdal.com/docs. Our API provides face recognition, facial detection, eye position, nose position, mouth position, and gender classification.
Face (Detection)
– A computer vision api for facial recognition and facial detection that is a perfect face.com replacement. We currently have a free api for face detection.
Animetrics Face Recognition
– The Animetrics Face Recognition API can be used to detect human faces in pictures. Information on facial features or “landmarks” is returned as coordinates on the image.. Animetrics Face Recognition will also detect and return the orientation, or “pose” of faces along 3 axes.
Skybiometry Face Detection and Recognition
– An easy to use Face Detection and Recognition API. You must have an application created in your account at SkyBiometry to use it (sign up at if you don’t have account yet).
ImageVision Face Detection
– Beta Release A better Face detection service! ImageVision is a computer vision company improving technology that determines the locations and sizes of human faces in arbitrary (digital) images.
Face++
– Face++ uses the cutting-edge technology of computer vision and data mining to provide 3 core vision services (Detection, Recognition and Analysis). Our API provides the detection and analysis of Landmark (23points), Landmark (81 points), Attributes: Age,Gender, Glasses, Race, etc.
FaceMark
– FaceMark is a powerful API for facial feature detection. It finds 68 points for a frontal face and 35 for a profile one. FaceMark detects landmarks for faces on the image specified by URL or uploaded as a file and produces JSON output containing a vector of facial landmarks and orientation for each face found.
EmoVu by Eyeris
– Artificially Intelligent emotion recognition software that allows cameras to “look back” and read people’s facial micro-expressions, gender and age group in real time as they watch videos on their computers or mobile devices.
Face and scene recognition by Rekognition.com
– Face.com alternative! Our fast, robust and scalable rekognition engine can do facial detection, crawling, recognition, scene understanding! It can be automatically trained using images and tags on Facebook!
FaceRect
– FaceRect is a powerful and free API for face detection. It finds faces (both frontal and profile) on the image specified by URL or uploaded as a file and is able to find multiple faces on a single photo, producing JSON output with a bounding box for each face found.
Infatics Face Detection
– Simple face detection API
OpenCV Face Recognizer
– OpenCV (Open Source Computer Vision Library: http://opencv.org) is an open-source BSD-licensed library that includes several hundreds of computer vision algorithms.
Libface
– Libface is a library aimed at bringing face recognition technology to the open source community. It is written in C++ and maintained on Sourceforge. The library uses OpenCV 2.0 and aims to be a middleware for developers that don’t have to include any OpenCV code in order to use face recognition and face detection detection.
Automatic naming of characters in video
– The objective of this work is to label television or movie footage with the names of the people present in each frame of the video.
CCV
– a modern computer vision library
OpenBR
– Open Source Biometric Recognition
Flandmark
– open source implementation of facial landmark detector
Computer Expression Recognition Toolbox (CERT)
– an end-to-end system for fully automated facial expression recognition that operates in real-time.
Nviso 3D facial imaging technology
– Analyze human emotions from facial expressions. More direct and automatic than by any other method.
FaceReader
– FaceReader is the world’s first tool that is capable of automatically analyzing facial expressions, providing users with an objective assessment of a person’s emotion.
Affdex
– Affdex reads emotional states such as liking and attention from facial expressions using a webcam… to give marketers faster, more accurate insight into consumer response to brands and media.
Faceware
– Analyzer takes in a video of an actor’s facial performance and produces an .IMPD file for use in Retargeter™. It accomplishes this through the combination of simple user input on the front end, and complex computer vision algorithms on the back end.
Face-Recognition-SDK
– add face recognition to your apps
Oddcast face detection API
– The Face Tracking API allows Flash developers to harness advanced technology previously available only in high end video games.
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BioID
– world’s first webcam-based personal recognition
Betaface API
– face detection and recognition
Discrete Area Filters Face Detector
– detect 15 face points, 4 face parts, multiple face, occluded faces
Face detection using Support Vector Machine
– this program is the clone of ‘Face Detection System’ in MATLAB but instead of Neural Networks, it is based on SVM.
fdlib
– is a face detection library for C/C++ and Matlab. It allows you to detect frontal faces in images.
Visage
– a human computer interface that aims to replace the traditional mouse with the face. Using a webcam and Visage the movement of the face becomes the movement of the mouse pointer. Left/right Eye blinks fire left/right mouse click events.
Face tracking Project (Carnegie Mellon)
– the Advanced Multiple Processing (AMP) offers face tracking using color matching combined with deformable templates. Both DLL for Windows and static library for Linux
Real-time face detection program
– Demo from the Fraunhofer institute IIS, Germany. Shows face tracking and detection using edge orientation matching.
Evaluation of Face Recognition Algorithms
– Resource for all researchers developing face recognition algorithms from Colorado State University. It provides a standard set of well known algorithms and established experimental protocols.
Computer Vision Source Code
– useful collection of image processing code
Acsys biometrics SDK
– allows third-party developers to implement advanced facial biometric technology with their own security applications
Cognitec SDK
– develops market-leading face recognition technologies and applications for enterprise and government customers around the world.
KeyLemonFaceSDK
– integrates recognition technology into major operating systems.
FaceIT SDK
FaceSDK
– FaceSDK enables Microsoft Visual C++, C#, VB, Java, and Delphi developers to build 32-bit and 64-bit applications for Web, Windows, Linux, and MacOS X with face recognition and face-based biometric identification functionality
Verilook SDK
– allows rapid development of biometric applications using functions from the VeriLook algorithm that ensure fast and reliable face identification.
Beyond Reality Face SDK
– calculates the position and 3D angles of a face in a single picture of a webcam stream. This information can be used to place 3D objects onto the image or to control an app via head movements
Sightcorp
– cutting edge face analysis technologies, targeting individual or crowd analysis
Visage FaceDetect SDK
– contains powerful techniques to find faces and facial features in still images in form of a well-documented C++ Software Development Kit
Microsoft Research Face SDK Beta
– integrates the latest face technologies from Microsoft research teams.
How To: Kinect for Windows SDK Face Recognition
Bayometric FaceIt Face Recognition SDK
– combines traditional facial geometry techniques with skin biometrics
FacePhi FaceRecognition SDK
– consists of a set of libraries developerd for .NET and Silverlight
360Biometrics Face SDK
– highly advanced face recognition system that is designed to work with the embedded or linked face images in your existing database.
Hunter TrueID
– web-enabled face recognition
IMRSV
– a real world, real time perceptive computing software that measures gender, age, attention time, dwell, glances and more for up to 25 people, 25 ft away using a basic webcam. It has a REST API as well.
Bob
– Bob is a signal-processing and machine learning toolbox originally developed by the Biometrics Group at Idiap, in Switzerland. Bob is primarily developed through GitHub.
KeyLemon
– KeyLemon provides a new way to access your computer. Instead of typing your password, you just need to smile to the webcam and KeyLemon will recognize you
Flash AS3 face detection and recognition library
– Oskar Wicha’s ActionScript 3 library allow us to do both things using Eigenfaces concept, basically some patterns which should match a human face.
Stupeflix
– Return an array of positions of detected faces, with type and confidence.
EyeFace
– Enables face detection, landmark estimation and age / gender recognition in images.
これら以外にもリストに追加して行きたいところ。
レッツトライ！パーツまで認識できる顔認識「Face Tracker」
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