Name
Title | ||
|---|---|---|
Joint Human Detection and Head Pose Estimation via Multistream Networks for RGB-D Videos. |
Abstract | ||
|---|---|---|
We propose a multistream multitask deep network for joint human detection and head pose estimation in RGB-D videos. To achieve high accuracy, we jointly utilize appearance, shape, and motion information as inputs. Based on the depth information, we generate scale invariant proposals, which are then fed into a novel contextual region of interest pooling (CRP) layer in our deep network. This CRP has... |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/LSP.2017.2731952 | IEEE Signal Processing Letters |
Keywords | Field | DocType |
Head,Proposals,Pose estimation,Shape,Videos,Machine learning,Clothing | Computer vision,Contextual information,Pattern recognition,Pooling,Pose,RGB color model,Artificial intelligence,Region of interest,Mathematics | Journal |
Volume | Issue | ISSN |
24 | 11 | 1070-9908 |
Citations | PageRank | References |
7 | 0.47 | 32 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Guyue Zhang | 1 | 42 | 3.15 |
| Jun Liu | 2 | 671 | 30.44 |
| Hengduo Li | 3 | 10 | 4.23 |
| Yan Qiu Chen | 4 | 460 | 53.35 |
| Larry S. Davis | 5 | 14201 | 2690.83 |