Recognition and Varying Pose
A Multifactor Extension of Linear Discriminant Analysis for Face Recognition under Varying Pose and Illumination
... Face recognition has significant applications for defense and national ...face recognition remains challenging because of large variations in facial image appearance due to multiple factors including facial ...
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Varying Illumination and Pose Conditions in Face Recognition
... face recognition have been proposed by different authors under the varying illumination and pose conditions as discussed in this ...handling varying pose conditions for face ...
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Face recognition under varying illumination, pose and contiguous occlusion
... and pose variations upto ±45 ◦ ...arbitrary pose in the given range and also an illumination not present in the ...of pose and illumination changes, surprisingly good recognition performance ...
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Video Based Face Recognition Using Gabor Features and LBP under Varying Illumination or Pose
... Face recognition has become one of the intense and interesting research topic in the recent ...face recognition system for flawless recognition of face image under unconditional environment like ...
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Elastic Bunch Graph Matching Based Face Recognition Under Varying Lighting, Pose, and Expression Conditions
... However, a major source of error that affects this camera calibration approach of either localizing the control point or using geometric properties of the pattern directly,[r] ...
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The Effects of Pose On Facial Expression Recognition
... automatic recognition of facial expressions over varying yaw ...Frontal pose is the optimal view over all resolutions for features LGBP, LBP ms and LBP u2 ...
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Face Recognition across Pose: A Review
... face recognition techniques lies in the difficulties of handling varying poses, ...i.e., recognition of faces in arbitrary in-depth ...Face recognition across pose, on the other hand, ...
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Face Recognition under Pose Variations
... A pose tolerance technique is needed because most of the time, for matching purpose of each test face under recognition, there exists only a one corresponding image of frontal face in data ...
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Towards pose-robust face recognition on video
... that the PLDA does not require informative Bayesian priors and achieves improved performance when combined with simple schemes of score fusion. In this chapter, the PLDA is adopted to recognize faces with varying ...
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Robust hand pose recognition from stereoscopic capture
... 5.3 Experiments and Results 117 error in comparison to the rest of the machine learning techniques. The hypothesis here is that this is due to the untextured nature of the hand as well as radiometric differences present ...
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Face Recognition Under Varying Illumination
... face recognition by human beings and ...dimensional pose, facial expression, facial hair, make-up, and so on and these factor change from time to ...face recognition and especially dealing with ...
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Convolutional Neural Network for Face Recognition with Pose and Illumination Variation
... There are several factors why face recognition is a challenging problem. One factor is due to varying poses of the facial image. The relative camera may either capture frontal, 45°, profile or upside down ...
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3-Dimensional Face Recognition Using Pose and Illumination Compensation
... for varying image ...high recognition rates. The main drawbacks to face recognition are its current relatively low accuracy(compared to the proven performance of fingerprint and iris ...
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Real-Time Body Pose Recognition Using 2D or 3D Haarlets
... has a cluttered background, and the floor has some reflec- tions, so the resulting hulls contain some noise and holes. Using this setup 6000 samples were recorded of a user in 50 unique poses and in varying ...
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Human pose and action recognition
... and recognition of ...the recognition task much easier and straightforward [Al Ohali, ...object recognition using the methods from classical computer ...object recognition methods are based on ...
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Cross-pose Facial Expression Recognition
... expression recognition (FER) applications, it is not practical for a user to enroll his/her facial expressions under different pose ...single pose, for example frontal, and be able to recognize them ...
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Contour based Hand Pose Recognition for Sign Language Recognition
... hand pose, contour, sign language recognition, real-time, Kinect ...language recognition system exists, even one that recog- nizes isolated ...speech recognition, sign language ...
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Fully Automatic Pose-Invariant Face Recognition via 3D Pose Normalization
... of pose nor- malization to improve face recognition ...learn pose-specific locally linear map- pings from patches of non-frontal faces to patches of frontal ...same pose as the input ...
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Learning a pose lexicon for semantic action recognition
... a pose lex- icon comprising semantic poses defined by textual instruc- tions and their associated visual poses defined by visual fea- ...visual pose candidates, and sta- tistically learns a mapping between ...
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The Effects of Features and Pose on Facial Expression Recognition.
... expression recognition is largely consistent across all poses, but the optimal view is subject to the data and features ...between recognition rates for different poses was observed on the multi-pie data ...
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