Fast and accurate object detection in high resolution 4K and 8K video using GPUs.
Vít RuzickaFranz FranchettiPublished in: HPEC (2018)
Keyphrases
- object detection
- high resolution
- low resolution
- computer vision
- video streams
- super resolution
- high resolution video
- video content
- high quality
- multimedia
- real time
- lower resolution
- higher resolution
- video clips
- high frequency
- high definition
- object recognition
- video data
- scene recognition
- high fidelity
- space time
- highest resolution
- graphics hardware
- video sequences
- video analysis
- computationally efficient
- multi class
- scene understanding
- pedestrian detection
- key frames
- multimedia data
- video frames
- action detection
- face detection
- multiresolution