Video machine vision task performance of classification, detection and segmentation task. The symbol “—” means the bitrate information is not given in paper or the task performance is not related to bitrate.
| Author | bitrate (bpp) | Detection mAP | Action Recognition Acc. | MOTA | J&F |
|---|---|---|---|---|---|
| Xia et al. [197] | 0.0052 | 0.746 (PKU-MMD) | |||
| Huang et al. [82] | 0.013 | 0.751 (PKU-MMD) | |||
| Lin et al. [114] | 0.05 | 0.738 (ImageNet VID) | |||
| Hadizadeh and Bajić [64] | 0.04 | 0.617 (HEVC Claĩs B) | |||
| Huang et al. [85] | — | 0.9905 (UCF-101) | |||
| Jin et al. [93] | 0.11 | 0.39 (COCO2014) | 0.85 (UCF-101) | ||
| Tian et al. [170] | 0.03 | 0.8939 (UCF-101) | 0.74 (MOT17) | 0.83 (DAVIS2017) | |
| Tian et al. [171] | 0.02 | 0.75 (UCF-101) | 0.75 (MOT17) | 0.74 (DAVIS2017) | |
| Yi et al. [207] | 0.1 | 0.853 (UCF101) | |||
| Sheng et al. [160] | 0.1 | 0.723 (ImageNet VID) | 0.504 (UCF101) | 0.534 (MOT17) | 0.551 (DAVIS2017) |
| Author | bitrate (bpp) | Detection mAP | Action Recognition Acc. | MOTA | J&F |
|---|---|---|---|---|---|
| Xia | 0.0052 | 0.746 (PKU-MMD) | |||
| Huang | 0.013 | 0.751 (PKU-MMD) | |||
| Lin | 0.05 | 0.738 (ImageNet VID) | |||
| Hadizadeh and Bajić [ | 0.04 | 0.617 (HEVC Claĩs B) | |||
| Huang | — | 0.9905 (UCF-101) | |||
| Jin | 0.11 | 0.39 (COCO2014) | 0.85 (UCF-101) | ||
| Tian | 0.03 | 0.8939 (UCF-101) | 0.74 (MOT17) | 0.83 (DAVIS2017) | |
| Tian et al. [ | 0.02 | 0.75 (UCF-101) | 0.75 (MOT17) | 0.74 (DAVIS2017) | |
| Yi | 0.1 | 0.853 (UCF101) | |||
| Sheng | 0.1 | 0.723 (ImageNet VID) | 0.504 (UCF101) | 0.534 (MOT17) | 0.551 (DAVIS2017) |
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.