Pedestrian detection with motion features via two-stream ConvNets.
Ryota YoshihashiTu Tuan TrinhRei KawakamiShaodi YouMakoto IidaTakeshi NaemuraPublished in: IPSJ Trans. Comput. Vis. Appl. (2018)
Keyphrases
- pedestrian detection
- motion features
- feed forward
- human body
- motion analysis
- activity recognition
- action recognition
- object detection
- video data
- visual features
- motion patterns
- optical flow
- video shots
- detection rate
- benchmark datasets
- bounding box
- motion model
- motion vectors
- shape features
- color features
- depth images
- human actions
- flow field
- viewpoint
- video frames
- object categories
- computer vision
- pose estimation
- image sequences