robust face recognition illumination
Robust Face Recognition Under Illumination Changes and Pose Variations
... Speeded-Up Robust Features (SURF) [12], as a few, are among the major approaches developed for local-based face ...and face recognition [16] [17]. SIFT-based face recognition ...
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Preprocessing Technique for Face Recognition Applications under Varying illumination Conditions
... years, face recognition has become a popular area of research in computer vision, it is typically used in network security systems and access control systems but it is also useful in other multimedia ...
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ROBUST FACE RECOGNITION FROM MULTI-VIEW VIDEOS
... The recognition of the persons from videos has numerous applications in Video Surveillances and Computer ...Vision. Face detection in still images is applied in many of the devices and in many of the ...
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Robust Face Image Matching under Illumination Variations
... Face recognition has attracted the attention of a number of researchers from academia and industry because of its challenges and related applications, such as security access control, personal ID ...
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Robust approaches for face recognition
... their face recognition approach to deal with misalignment, moderate variations in pose and illumination ...the face image is created by the application of LBP operator on each ...more ...
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Robust Face Recognition Based on Convolutional Neural Network
... different face image size, angle changes, illumination and so forth, we introduce face image alignment and data enhancement preprocessing before ...of illumination, some of the face ...
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Improvement of illumination-insensitive feathers for face recognition under complex illumination conditions
... Complex illumination condition is one of the most critical challenging problems for practical face ...the illumination invariants for solving this chal- ...extract illumination invariant, ...
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Illumination Invariant Face Recognition based on PCA (Eigenface)
... Human face recognition is one of the research areas in the current era of the ...biometric recognition because faces are complex, multidimensional and almost all human faces have a similar ...most ...
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2D Face Recognition across Pose and Illumination Variations
... Wiskott et al. [29] recognizes the face by using Elastic Bunch Graph Matching (EBGM). The EBGM system is based on the Dynamic Link Architecture. Only magnitudes of the coefficients were used for matching and ...
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Gaussian Mixture Models for Human Face Recognition under Illumination Variations
... a face is severely altered by illumination conditions that makes automatic face recognition a challenging ...human face identification technique built in the Fourier or frequency domain ...
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Robust Video based Face Recognition
... robust and stable recognition can be achieved by fusing information of multi frames and temporal information and multi poses of faces in videos make it possible to explore shape information of face ...
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3-Dimensional Face Recognition Using Pose and Illumination Compensation
... human face conveys important discriminatory information only a few techniques have been proposed employing range ...3D face recognition is based on the extraction of 3D facial features by means of ...
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A Robust Rotation Invariant Multiview Face Detection in Erratic Illumination Condition
... developing face recognition techniques (1) improving the capability of general face recognition algorithms so that the variation in the image is made tolerable (2) Specific algorithm that can ...
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Convolutional Neural Network for Face Recognition with Pose and Illumination Variation
... A robust human identity authentication system is vital nowadays due to the increasing number of crime and losses through identity ...vascular, face, iris or ...identifiers, face recognition ...
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Analytical Analysis on Illumination Invariant Face Recognition
... Georgios Tzimiropoulos, Stefanos Zafeiriou introduced the concept of subspace learning from image gradient orientations for appearance-based face recognition. As image data were typically noisy and noise ...
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Robust Face Recognition Using Largest Matching Area for Illumination and Occlusion
... address face recognition under occlusion is to find corruption- tolerant features or ...based face attributed relational graph (ARG) model which encodes the whole geometric structure information and ...
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Integrating Illumination, Motion, and Shape Models for Robust Face Recognition in Video
... 2D illumination methods is that they cannot handle local illumination conditions (lighting coming from some specific direction such that only part of the object is ...local illumination effects ...
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Robust Face Recognition Utilizing Motion Blur, Illumination and Pose Variations
... performing face acknowledgment within the sight of obscure depend on the convolution demonstrate and can't deal with non- uniform obscuring circumstances that as often as possible emerge from tilts and turns close ...
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Face Recognition A tutorial. Filareti Tsalakanidou Informatics & Telematics Institute
... Strintzis, “Robust face recognition using 2D and 3D data: Pose and illumination compensation”, Pattern Recognition , 2005. Strintzis, “Real-time acquisition of depth and color images us[r] ...
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Face Recognition via Robust Auxiliary Dictionary Learning
... higher recognition speed than template- based ones ...for face scale normalization and 3D head model- based pose ...project face images onto a linear subspace of low ...and illumination ...
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