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CONVOLUTIONAL NEURAL NETWORK FOR CAMERA POSE ESTIMATION FROM OBJECT DETECTIONS
Camera Pose CNN Head Detection Computer Graphics
2017/6/19
Known scene geometry and camera calibration parameters give important information to video content analysis systems. In this paper, we propose a novel method for camera pose estimation based on people...
Maximizing Intra-individual Correlations for Face Recognition Across Pose Differences
Maximizing Intra-individual Correlations Face Recognition Across Pose Differences
2013/7/16
The variations of pose lead to significant performance decline in face recognition systems, which is a bottleneck in face recognition. A key problem is how to measure the similarity between two ...
In this paper, we introduce a novel discriminative feature which is efficient for pose estimation. The multi-view face representation is based on Local Gabor Binary Patterns(
LGBP) and encodes the lo...
Pose Invariant Face Recognition Under Arbitrary Illumination Based on 3D Face Reconstruction
Face Recognition Arbitrary Illumination 3D Face Reconstruction
2010/12/15
Abstract. Pose and illumination changes from picture to picture are two main barriers toward full automatic face recognition. In this paper, a novel method to handle both pose and lighting condition s...
Pose Normalization using Generic 3D Face Model as A Priori for Pose-Insensitive Face Recognition,
Pose Normalization Generic 3D Face Model Pose-Insensitive Face Recognition
2010/12/15
Abrupt performance degradation caused by face pose variations has been one of the bottlenecks for practical face recognition applications. This paper presents a practical pose normalization technique ...