Abstract:
This paper presents a novel approach for estimating 3D head pose in single-view video sequences acquired by an uncalibrated camera. Following the initialization by a face...Show MoreMetadata
Abstract:
This paper presents a novel approach for estimating 3D head pose in single-view video sequences acquired by an uncalibrated camera. Following the initialization by a face detector, a tracking technique localizes the faces in each frame in the video sequence. Head pose estimation is performed by using a structure from motion and self-calibration technique in a sequential way. The proposed method was applied to the IDIAP database that contains head pose ground truth data. The obtained results demonstrate that the method can estimate the head pose with satisfying accuracy.
Date of Conference: 05-07 October 2009
Date Added to IEEE Xplore: 23 October 2009
ISBN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Video sequences ,
- Cameras ,
- Face detection ,
- Facial features ,
- Head ,
- Mouth ,
- Informatics ,
- Joining processes ,
- Nose ,
- Telematics
- Index Terms
- Video Sequences ,
- Pose Estimation ,
- Human Pose Estimation ,
- 3D Pose ,
- Head Pose ,
- Head Pose Estimation ,
- Monocular Video Sequences ,
- Camera Self-calibration ,
- Sequence Of Frames ,
- Face Detection ,
- Structure From Motion ,
- Sequential Way ,
- Image Features ,
- Bounding Box ,
- Application Of Algorithm ,
- Steps Of Algorithm ,
- Facial Features ,
- Projection Matrix ,
- Feature Points ,
- Tilt Angle ,
- Roll Angle ,
- 3D Point ,
- Intrinsic Parameters ,
- Random Sample Consensus ,
- Model-based Algorithm ,
- Iterative Closest Point ,
- Facial Movements ,
- Projective Space ,
- World Coordinate System ,
- Homogeneous Coordinates
Contents Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Video sequences ,
- Cameras ,
- Face detection ,
- Facial features ,
- Head ,
- Mouth ,
- Informatics ,
- Joining processes ,
- Nose ,
- Telematics
- Index Terms
- Video Sequences ,
- Pose Estimation ,
- Human Pose Estimation ,
- 3D Pose ,
- Head Pose ,
- Head Pose Estimation ,
- Monocular Video Sequences ,
- Camera Self-calibration ,
- Sequence Of Frames ,
- Face Detection ,
- Structure From Motion ,
- Sequential Way ,
- Image Features ,
- Bounding Box ,
- Application Of Algorithm ,
- Steps Of Algorithm ,
- Facial Features ,
- Projection Matrix ,
- Feature Points ,
- Tilt Angle ,
- Roll Angle ,
- 3D Point ,
- Intrinsic Parameters ,
- Random Sample Consensus ,
- Model-based Algorithm ,
- Iterative Closest Point ,
- Facial Movements ,
- Projective Space ,
- World Coordinate System ,
- Homogeneous Coordinates
