Real-time Face Swapping in Video Sequences: Magic Mirror
ثبت نشده
چکیده
Magic Mirror is a face swapping tool that replaces the user’s face with a selected famous person’s face in a database. The system consists of a user interface from which the user can select one of the celebrities listed. Upon selection, model fitting automatically starts using the results of face detection and facial feature localization. Model fitting results in a set of points which describe the estimated shape of user’s face. By using the shape information, user’s face is replaced with the selected celebrity’s face. After some post processing for color and lighting adjustments are applied, final output is displayed to the user. The proposed system is able to run in real-time and generates satisfactory face swapping which can be applied for face de-identification in videos or other entertainment applications.
منابع مشابه
Neural Network Performance Analysis for Real Time Hand Gesture Tracking Based on Hu Moment and Hybrid Features
This paper presents a comparison study between the multilayer perceptron (MLP) and radial basis function (RBF) neural networks with supervised learning and back propagation algorithm to track hand gestures. Both networks have two output classes which are hand and face. Skin is detected by a regional based algorithm in the image, and then networks are applied on video sequences frame by frame in...
متن کاملسیستم بلادرنگ و هوشمند اعلام هشدار خستگی رانندگان بر مبنای تصاویر ویدیویی
Background and aims : Developing intelligent systems to prevent car accidents can be very effective in minimizing accident death toll. One of the factors which play an important role in accidents is the human errors. Fatigue driving is one of the cases that can cause errors and reduce accuracy in contorlling the vehicle. Methods : The signs of fatigue and sleepiness while driving is revea...
متن کاملA PRACTICAL APPROACH TO REAL-TIME DYNAMIC BACKGROUND GENERATION BASED ON A TEMPORAL MEDIAN FILTER
In many computer vision applications, segmenting and extraction of moving objects in video sequences is an essential task. Background subtraction, by which each input image is subtracted from the reference image, has often been used for this purpose. In this paper, we offer a novel background-subtraction technique for real-time dynamic background generation using color images that are taken fro...
متن کاملArchetypal-Imaging and Mirror-Gazing
Mirrors have been studied by cognitive psychology in order to understand self-recognition, self-identity, and self-consciousness. Moreover, the relevance of mirrors in spirituality, magic and arts may also suggest that mirrors can be symbols of unconscious contents. Carl G. Jung investigated mirrors in relation to the unconscious, particularly in Psychology and Alchemy. However, the relationshi...
متن کاملFacial Expression Recognition in Real Time
Automatic recognition of facial expression is a necessary step toward the design of more natural human-computer interaction systems. This work presents an approach for the recognition of facial expressions in real time image sequence or video sequences. The faces features are tracked using SDM (Supervised Descent Method) Classification of the expression in the video sequences are performed usin...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2011