We introduce DD-Pose, the Daimler TU Delft Driver Head Pose Benchmark, a large-scale and diverse benchmark for image-based head pose estimation and driver analysis. It contains 330k measurements from multiple cameras acquired by an in-car setup during naturalistic drives. Large out-of-plane head rotations and occlusions are induced by complex driving scenarios, such as parking and driver-pedestrian interactions. Precise head pose annotations are obtained by a motion capture sensor and a novel calibration device. A high resolution stereo driver camera is supplemented by a camera capturing the driver cabin. Together with steering wheel and vehicle motion information, DD-Pose paves the way for holistic driver analysis. Our experiments show tha...
International audienceA great interest is focused on driver assistance systems using the head pose a...
International audienceA great interest is focused on driver assistance systems using the head pose a...
An accurate and fast driver's head pose estimation is a rich source of information, in particular in...
We introduce DD-Pose, the Daimler TU Delft Driver Head Pose Benchmark, a large-scale and diverse ben...
International audienceThe task of 2D human pose estimation has known a significant gain of performan...
Reliable and accurate car driver head pose estimation is an important component for the next generat...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Abstract—Analysis of a driver’s head behavior is an integral part of a driver monitoring system. In ...
Abstract — A visually demanding driving environment, where elements surrounding a driver are constan...
Head pose estimation proves to be increasingly important for driver attention monitoring as well as ...
Driver inattention is one of the main causes of traffic accidents. To avoid such accidents, advanced...
none4noAn accurate and fast driver's head pose estimation is a rich source of information, in partic...
International audienceA great interest is focused on driver assistance systems using the head pose a...
International audienceA great interest is focused on driver assistance systems using the head pose a...
An accurate and fast driver's head pose estimation is a rich source of information, in particular in...
We introduce DD-Pose, the Daimler TU Delft Driver Head Pose Benchmark, a large-scale and diverse ben...
International audienceThe task of 2D human pose estimation has known a significant gain of performan...
Reliable and accurate car driver head pose estimation is an important component for the next generat...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Reliable and accurate car driver head pose estimation is an important function for the next generati...
Abstract—Analysis of a driver’s head behavior is an integral part of a driver monitoring system. In ...
Abstract — A visually demanding driving environment, where elements surrounding a driver are constan...
Head pose estimation proves to be increasingly important for driver attention monitoring as well as ...
Driver inattention is one of the main causes of traffic accidents. To avoid such accidents, advanced...
none4noAn accurate and fast driver's head pose estimation is a rich source of information, in partic...
International audienceA great interest is focused on driver assistance systems using the head pose a...
International audienceA great interest is focused on driver assistance systems using the head pose a...
An accurate and fast driver's head pose estimation is a rich source of information, in particular in...