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SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera
We present a solution to egocentric 3D body pose estimation from monocul...
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Audio- and Gaze-driven Facial Animation of Codec Avatars
Codec Avatars are a recent class of learned, photorealistic face models ...
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3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning
3D human shape and pose estimation from monocular images has been an act...
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Road Curb Detection and Localization with Monocular Forward-view Vehicle Camera
We propose a robust method for estimating road curb 3D parameters (size,...
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High-Resolution Deep Convolutional Generative Adversarial Networks
Generative Adversarial Networks (GANs) convergence in a high-resolution ...
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Discriminative Optimization: Theory and Applications to Computer Vision Problems
Many computer vision problems are formulated as the optimization of a co...
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A Functional Regression approach to Facial Landmark Tracking
Linear regression is a fundamental building block in many face detection...
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Robust end-to-end deep audiovisual speech recognition
Speech is one of the most effective ways of communication among humans. ...
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Modeling Spatial and Temporal Cues for Multi-label Facial Action Unit Detection
Facial action units (AUs) are essential to decode human facial expressio...
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Error-Correcting Factorization
Error Correcting Output Codes (ECOC) is a successful technique in multi-...
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Feature and Region Selection for Visual Learning
Visual learning problems such as object classification and action recogn...
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Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision
Many computer vision problems (e.g., camera calibration, image alignment...
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